Links to resources I have found useful or think might be helpful to future me or Ruby/Javascript/Python/Erlang/Elixir/Elm developers like me.
Artificial Intelligence (AI) | Business | Clean Code | Code Search | Coffeescript | CSS | Data | DevOps | Elasticsearch | Elixir | Elm | Erlang | Event sourcing | Functional programming | Git | HAML | Haskell | HTML5 | Javascript | JRuby | Learning | Linux | Maker movement/ IoT | Mobile | MongoDB | News | Node.js | Octave | Postgresql | Product development | Python, getting started, books (free), data analysis, learning, Pandas | R | Rack | Rails | Ruby | Scala | Slim | Statistical analysis | Testing | Tmux | Usability | Vim | Web components | Writing/Publishing
- Competitive Programmer’s Handbook - Antti Laaksonen
- Algorithms: Kevin Wayne & Robert Sedgewick (Princeton University): Part I & Part II
- Algorithms: Design and Analysis - Tim Roughgarden (Stanford University): Part 1 & Part 2
- Automata: finite automata, context-free grammars, Turing machines, undecidable problems, and intractable problems (NP-completeness) - Jeff Ullman (Stanford University)
- Analysis of Algorithms - Robert Sedgewick (Princeton University)
- Algorithmic Thinking (Rice University): Part 1 & Part 2
- Algorithmic Toolbox - UC San Diego
- Algorithms on Strings - UC San Diego
- Software 2.0 - Andrej Karpathy
- Deep Learning - Ian Goodfellow, Yoshua Bengio, and Aaron Courville (MIT Press): Chapters | Lectures
- Siraj Raval's "Artificial Intelligence Education" videos
- AI and Deep Learning - Two Minute Papers - Károly Zsolnai-Fehér & Two Minute Papers
- Artificial Intelligence in Industry With Dan Faggella (podcast series)
- The Code That Runs Our Lives - Geoffrey Hinton
- InfoQ talks
- Machine Learning (online Coursera class with Stanford professor Andrew Ng)
- Machine Learning (online course from University of Oxford
- Intro to Machine Learning: Pattern Recognition for Fun and Profit - Sebastian Thrun and Katie Malone (Udacity)
- Artificial Intelligence (AI) Turns Images & Videos into Gold - Fei-Fei Li
- Artificial Intelligence (AI) invents new knowledge and teaches human new theories - Demis Hassabis
- Artificial Intelligence (AI) is the Tech Renaissance to Business and Society - Jeff Bezos
- How Will Artificial Intelligence Affect Your Life - Jeff Dean (TEDxLA)
- How AI Startups Must Compete with Google - Dr Fei-Fei Li (Google Cloud) & Mike Abbott (KPCB)
- Artificial Intelligence is the New Electricity - Andrew Ng (January 2017)
- How AI detectives are cracking open the black box of deep learning - Science Mag
- Google's Great AI Awakening: We didn't even know we hired the best AI scientists in Google - Eric Schmidt
- Probabilistic Machine Learning and AI - Zoubin Ghahramani
- Lecture for YC AI - Jeff Dean & slides
- Machines With Brains - Qz.com
- The Frontier in Artificial Intelligence (AI): General-Purpose Learning AGI - Mustafa Suleyman
- Using Machine Learning to Explore Neural Network Architecture - Quoc Le & Barret Zoph (Google Brain team)
- The Compound Effect of Artificial Intelligence (AI) & Silicon-Based Technologies - Steve Jurvetson
- How We Teach Computers to Understand Pictures - Fei-Fei Li
- Engineers' Guide to the Artificial Intelligence Galaxy - Kai-Fu Lee Columbia University commencement address
- The Dark Secret at the Heart of AI - Will Knight
- AI Expert Kai-Fu Lee, "Don't Miss the Boat of Artificial Intelligence in the Age of AI"
- Google's DeepMind CEO: Future & Capabilities of Artificial Intelligence - Demis Hassabis
- Intro to DeepMind - Juan Silviera (GDD Europe '17)
- The Future of Robotics & Artificial Intelligence - Rodney Brooks
- Amazon Jeff Bezos on Artificial Intelligence (AI), Staffless Store, Self-Driving Car & Donald Trump - Walt Mossberg interview
- Large-Scale Deep Learning with TensorFlow for Building Intelligent Systems - Jeff Dean (Google)
- The Future of Artificial Intelligence Documentary 2017
- Artificial Intelligence Is Stuck. Here’s How to Move It Forward - Gary Marcus (NY Times)
- Half of All Jobs Will Be Replaced by Artificial Intelligence (AI) in 10 Years, AI Expert Kai-Fu Lee
- How AI & Computer Vision will Drive our Future - Fei-Fei Li
- Explainable Artificial Intelligence (XAI) - David Gunning (DARPA)
- International Conference on Learning Representations 2015
- The Future of Artificial Intelligence - DeepMind CEO Demis Hassabis
- Google DeepMind: What is it, how does it work and should you be scared? - Sam Shead
- What did AlphaGo do to beat the strongest human Go player? - Tobias Pfeiffer (Full Stack Fest 2016) | slides PDF | slides Speakerdeck | slides Slideshare
- AlphaGo Zero: Learning from scratch - DeepMind
- Un-Artificial Intelligence - Melinda Seckington (GoRuCo 2015)
- Neural Networks for Machine Learning - Geoffrey Hinton (University of Toronto)
- Artificial Intelligence (online EdX.org class from UC Berkeley)
- MLOSS.org (Machine Learning Open Source Software)
- Artificial Stupidity: Adding Smarts to Yer Kode - Randall Thomas
- Weathering the Data Storm - Claudia Perlich (QConn New York 2014)
- Feature Visualization: How neural networks build up their understanding of images - Chris Olah, Alexander Mordvintsev, and Ludwig Schubert
- What is wrong with convolutional neural nets? - Geoffrey Hinton
- How Convolutional Neural Networks Work - Brandon Rohrer
- Friendly Introduction to Convolutional Neural Networks and Image Recognition - Luis Serrano
- Intro to Different Types of Convolutions in Deep Learning - Paul-Louis Pröve
- Convolutional Neural Networks (TensorFlow)
- Chihuahua Or Muffin? Searching for the Best Computer Vision API - Mariya Yao
- pixel-cnn+ - OpenAI & PixelCNN++: Improving the PixelCNN With Discretized Logistic Mixture Likelihood and Other Modifications
- A Brief History of CNNs in Image Segmentation: From R-CNN to Mask R-CNN - Dhruv Parthasarathy
- Keras Tutorial: The Ultimate Beginner’s Guide to Deep Learning in Python - EliteDataScience.com
- A Keras multithreaded DataFrame generator for millions of image files - Ryan Woodard
- Francois Chollet: The limitations of deep learning & The future of deep learning
- Deep Neural Networks are Easily Fooled - Evolving AI Lab
- CS231n: Convolutional Neural Networks for Visual Recognition - Stanford University
- Capsule Networks: An Improvement to Convolutional Networks - Siraj Raval
- What is a CapsNet or Capsule Network? - Debarko De
- How Deep Neural Networks Work - Brandon Rohrer
- How Neural Networks Really Work - Geoffrey Hinton
- A friendly introduction to Deep Learning and Neural Networks - Luis Serrano
- Deep Learning Demystified - Brandon Rohrer
- Livecoding Madness - Let's Build a Deep Learning Library - Joel Grus
- Deep Neural Networks with Tensorboard - Arpan Chakraborty & Luis Serrano (ODSC East 2017) & Tensorboard demos (Github)
- Nuts and Bolts of Applying Deep Learning - Andrew Ng
- The Deep End of Deep Learning - Hugo Larochelle (TEDxBoston)
- Neural Nets for NLP - Graham Neubig (Carnegie Mellon University)
- Friendly Introduction to Deep Learning and Neural Networks
- Visualizing and Understanding Deep Neural Networks - Matt Zeiler
- The Rise of Artificial Intelligence through Deep Learning - Yoshua Bangio (TEDxMontreal)
- Is AI Riding a One-Trick Pony? - James Somers
- Neuroscience-Inspired Artificial Intelligence - Demis Hassabis, et al. ("Neuron," June 2017)
- DeepMind’s founder says to build better computer brains, we need to look at our own - James Vincent (The Verge)
- Artificial Intelligence: Turning Our Understanding of the Mind Upside Down - Geoffrey Hinton
- Can sensory cortex do backpropagation? - Geoffery Hinton
- AI and Neuroscience: A virtuous circle - DeepMind
- A Path to AI - Yann LeCun
- Creating Human-Level AI - Yoshua Bengio
- Agents that imagine and plan - DeepMind
- DARLA: Improving Zero-Shot Transfer in Reinforcement Learning - Irina Higgins, et al. (2017)
- When Machines Have Ideas - Ben Vigoda (TEDxBoston)
- Generative Models - OpenAI
- Generative Adversarial Networks for Style Transfer - Siraj Raval
- Image Synthesis From Text With Deep Learning | Two Minute Papers #116
- Amazon has an algorithm that designs clothes by replicating human creativity - Qz.com
- Tesla is working with AMD to develop its own A.I. chip for self-driving cars, says source - Jordan Novet
- First demonstration of brain-inspired device to power artificial systems - University of Southampton
- Machine Learning Infrastructure - TechEmergence.com
- The Biological Path Towards Strong AI - Matt Taylor (StrangeLoop 2017)
- HTM Youtube Channel - Numenta
- Numenta.org
- arXiv.org machine learning articles
- This Week in Machine Learning
- "Deep Thinking" - Demis Hassabis interviews Garry Kasparov (Talks at Google)
- What Is Machine Learning? - Luis Serrano
- CS229: Machine Learning - Andrew Ng (Stanford University)
- Chipin
- Distill.pub
- Futurism
- HackerNoon.com
- Import AI Newsletter - Jack Clark
- Kate Crawford
- Machine Learnings
- Marketing Artificial Intelligence Network
- The Next Web
- Open AI
- Quartz - Dave Gershgorn
- The Register
- Science
- Tech Emergence: Guides | Research | Expert Interviews | Companies
- This Week in Machine Learning & AI
- Topbots - Mariya Yao & Forbes
- VentureBeat
- Wired - Tom Simonite
- Why Greatness Cannot Be Planned: The Myth of the Objective - Kenneth Stanley
- Open-endedness: The last grand challenge you’ve never heard of - Kenneth O. Stanley, Joel Lehman, and Lisa Soros (December 2017)
- Artificial Intelligence in Industry
- Machine Learning Guide - Tyler Renelle
- Talking Machines
- This Week in Machine Learning & AI
- Github | Pytorch.org
- ML/DL for Everyone With PyTorch - Sung Kim: Videos & Slides
- Introducing Pytorch for fast.ai
- PyTorch vs TensorFlow — spotting the difference - Kirill Dubovikov
- Reinforcement Learning: An Introduction, 2nd ed (in progress - complete draft)- Richard S. Sutton & Andrew G. Barto
- A Brief Survey of Deep Reinforcement Learning - Kai Arulkumaran, Marc Peter Deisenroth, Miles Brundage, Anil Anthony Bharath
- Elon Musk’s A.I. Destroys Champion Gamer! - ColdFusion
- How Does DeepMind's AlphaGo Zero Work? - Siraj Raval
- Human-level control through Deep Reinforcement Learning - Deep Mind
- Deep Q Learning for Video Games - The Math of Intelligence #9 - Siraj Raval
- Teaching a Neural Network to play a game using Q-learning - Soren D
- A friendly introduction to Recurrent Neural Networks - Luis Serrano
- Recurrent Neural Networks (RNN) and Long Short-Term Memory (LSTM) - Brandon Rohrer
- Automated Image Captioning with ConvNets and Recurrent Nets - Andrej Karpathy & Fei-Fei Li (Center for Brains, Minds and Machines, Stanford University)
- Introduction to LSTMs in Tensorflow - Harini Suresh and Nicholas Locascio (MIT Center for Brains, Minds + Machines) & Tensorflow code (LSTM Sentiment Classifier)
- Recurrent Neural Networks (TensorFlow)
- LSTM Networks - The Math of Intelligence - Siraj Raval
- Sequence-to-Sequence Models (TensorFlow)
- Spark Summit 2017 - Machine Learning
- Spark Summit 2017 - Data Science
- Spark Summit 2017 - Spark Ecosystem
- Spark Summit 2017 - General
- Spark Summit 2017 - Spark Experience && Use Cases
- Spark Summit 2017 - Developer
- TensorFrames: Deep Learning with TensorFlow on Apache Spark - Tim Hunter
- TensorFlow On Spark: Scalable TensorFlow Learning on Spark Clusters - Andy Feng & Lee Yang
- Google’s voice-generating AI is now indistinguishable from humans - Dave Gershgorn
- AlphaZero: DeepMind's New Chess AI | Two Minute Papers #216
- CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning - Stanford ML Group
- Artificial intelligence goes deep to beat humans at poker - Tonya Riley (Science) & How an AI took down four world-class poker pros - Chris Valazco (Engadget)
- The AI Race - Australian Broadcasting Corporation
- Google's Learning Software Learns to Write Learning Software - Tom Simonite (Wired)
- Meet Spot, the robot dog that can run, hop and open doors - Marc Raibert (TED Talk 2017)
- A new t-shirt sewing robot can make as many shirts per hour as 17 factory workers - Marc Bain
- How computers learn to recognize objects instantly - Joseph Redmon (TED Talk 2017)
- The ultimate promise of artificial intelligence lies in sorting cucumbers - Dave Gershgorn
- Google’s speech recognition is now almost as accurate as humans - 9-to-5 Google
- Using Machine Learning to predict parking difficulty - James Cook, et al. (Google)
- A.I. is Progressing Faster Than You Think - ColdFusion
- The era of easily faked, AI-generated photos is quickly emerging - Dave Gershgorn
- Artificial intelligence is great at predicting the size of hurricanes, but humans still need to figure out their impact - Dave Gershgorn
- Voyage's first self-driving car deployment
- The world’s best Dota 2 players just got destroyed by a killer AI from Elon Musk’s startup - T.C. Sottek (The Verge)
- A Spatial-Temporal Modeling Framework for Large-scale Video Understanding - Xiao Liu and Shilei Wen (Baidu Research) | Revisiting the Effectiveness of Off-the-shelf Temporal Modeling Approaches for Large-scale Video Classification - Yunlong Bian et al. | Activity-Net.org
- Microsoft Dynamics 365 now offers service chatbots as part of AI push
- Automated Crowdturfing Attacks and Defenses in Online Review Systems - Yuanshun Yao, et al.(2017)
- A.I. Experiments: Visualizing High-Dimensional Space - Google Developers
- Facebook’s Language-Creating AI Bots Are Now Required to Negotiate in English - Futurism | Facebook Shut Down AI After It Invented Its Own Language
- AI learns from professional gamers — then crushes them - Peter Holley (Washington Post)
- Google Has Started Adding Imagination to Its DeepMind AI - ScienceAlert.com & Imagination-Augmented Agents for Deep Reinforcement Learning - DeepMind
- Two Minute Papers
- Twitter taught Microsoft’s AI chatbot to be a racist asshole in less than a day - James Vincent
- These AI bots are so believable, they get asked out on dates (CNBC)
- How the NSA identified Satoshi Nakamoto (Not really AI but big data + machine learning)
- TensorKart: Self-driving MarioKart with TensorFlow - Kevin Hughes
- Artificial Intelligence (AI) Software and Robots are Replacing White-Collar Workers
- Baidu Deep Voice explained: Part 1 — the Inference Pipeline
- Google's Deep Mind Explained! - Self-Learning A.I. - ColdFusion
- Nvidia Lets You Peer Inside the Black Box of Its Self-Driving AI - Will Knight
- The incredible inventions of intuitive AI - Maurice Conti (TED Talks)
- AI Experiments: Explore machine learning in simple, hands-on ways (Google)
- An internet company has found a single manager for 60,000 employees - Dave Gershgorn (Quartz)
- How Google is making music with artificial intelligence (Science)
- Chinese chatbots apparently re-educated after political faux pas
- Mark Sagar Made a Baby in His Lab. Now It Plays the Piano
- IBM Watson: Smartest Machine Ever Built Documentary (NOVA)
- BuzzFeed News Trained A Computer To Search For Hidden Spy Planes. This Is What We Found
- Maybe the A.I. dystopia is already here - Anne Applebaum (Washington Post)
- How PayPal Is Taking a Chance on AI to Fight Fraud - American Banker
- China's big bet on domination in AI is no longer a long shot (National Post)
- A.I. Learns Nobel Prize Experiment in Just 1 Hour! - ColdFusion
- Goldman Sacked: How Artificial Intelligence Will Transform Wall Street - Newsweek
- The Rise of the Artificially Intelligent Hedge Fund - Wired
- The Robots Are Coming for Wall Street - Nathaniel Popper (NY Times)
- Neural Networks for Language and Understanding - Geoff Hinton
- Researchers built an invisible backdoor to hack AI’s decisions - Dave Gershgorn (qz.com)
- Heart Disease Diagnosis with Deep Learning - Chuck-Hou Yee
- Deep Learning in Medical Imaging - Ben Glocker (#reworkDL)
- Deep Learning for Predicting Glioblastoma Subtypes from MRI. Peter Chang, MD
- Defining a Patient Population With Cirrhosis: An Automated Algorithm With Natural Language Processing - E.K. Chang, et al., Journal of Clinical Gastroenterology 2016
- Predictive Analytics, NLP Flag Psychosis with 100% Accuracy - Jennifer Bresnick (Health IT Analytics, 2015)
- Chinese robot dentist is first to fit implants in patient’s mouth without any human involvement - Alice Yan
- Case Study: TensorFlow in Medicine - Retinal Imaging - Lily Peng (TensorFlow Dev Summit 2017)
- Better Medicine Through Machine Learning - Suchi Saria (TEDxBoston)
- Efficient identification of nationally mandated reportable cancer cases using natural language processing and machine learning - John D Osborne, et al. (Journal of Informatics in Health and Biomedicine, 2016)
- IBM CEO: "Watson AI will change everything in Healthcare. Radiologists will lose jobs soon"
- IBM pitched its Watson supercomputer as a revolution in cancer care. It’s nowhere close - Casey Ross & Ike Swetlitz (STAT) vs. IBM CEO: "Watson AI will change everything in Healthcare. Radiologists will lose jobs soon"
- Machine Learning in Health Care - Antonio Criminisi
- Big Data and Machine Learning in Healthcare: How, Why, and When - Dr. Leonard D'Avolio (HIMSS Big Data and Analytics Conference)
- Epic to use NLP to aid documentation, decision support
- AI can detect Alzheimer's 10 years before symptoms show up - Mariella Moon
- Myths and Facts About Superintelligent AI (With MIT's Max Tegmark) - minutephysics
- Not If, But How Artificial Intelligence Might Take Over the World - Hugh Baillie
- Artificial Intelligence: it will kill us - Jay Tuck (TEDxHamburgSalon)
- Awesome-Tensorflow (curated list of resources)
- Machine Learning with TensorFlow - Andrew Gasparovic (GDD Europe '17)
- First Contact With Tensorflow - Jordi Torres
- TensorFlow in 5 Minutes - Siraj Raval
- Effective TensorFlow for Non-Experts - Martin Wicke (Google I/O '17)
- Intro to TensorFlow - Alejandro Solano (EuroPython 2017)
- Tensorflow and Deep Learning Without a PhD - Martin Görner
- TensorFlow Tutorial For Beginners - Karlijn Willems
- TensorFlow Dev Summit 2017
- TensorFlow at DeepMind - Daniel Visentin (TensorFlow Dev Summit 2017)
- TensorFlow Wide & Deep Learning Tutorial (TensorFlow)
- Blockchain: The Slowest (and most Fascinating) Database in the World - Stefan Tilkov (GOTO Amsterdam 2017)
- What the #?!* is Bitcoin? - Jeremy Rubin (TEDxBeaconStreet)
- Blockchain Disruption: How Bitcoin Technology Creates a Sharing Economy - Thomas Ramge (TEDxHamburg)
- Ten years in, nobody has come up with a use for blockchain - Kai Stinchcombe
- Bitcoin -- distributing power & trust - Eric Spano (TEDxConcordia)
- Mind-Expanding-Books - Vishnu Ks
- List of free programming books (many languages)
- List of free programming books - CodeInfo.info
- Beaker Browser - Peer-to-peer browser with tools to create and host websites
- IPFS.io - Peer-to-peer hypermedia protocol to make the web faster, safer, and more open
- Dat Project - Data-sharing protocol for applications of the future
- Documentation | Overview | Examples | CodeLab | Developer's Guide
- Javascript APIs
- How to Make a Chrome Extension - Gabe Berke-Williams
- Extensionizr: Start a Chrome extension in 15 seconds
- The Startup Playbook - Sam Altman
- Lectures (by successful entrepreneurs) on "How to Start a Startup" (Stanford University)
- How to Build a Startup: The Lean LaunchPad - Steve Blank
- Startup (podcast)
- SteveBlank.com
- The Tim Ferriss Show
- James Altucher interview podcasts
- Kauffmann Founders School
- A Culture of Experimentation - Jeff Bezos (2005)
- Observatory of Economic Complexity (interactive international trade data displayed using D3)
- First Round Review
- The Lean Start-up - Ash Maurya’s keynote speech (Start-up Showcase 2017)
- The Lean Startup - Eric Ries (Talks at Google)
- Beyond the Business Model - Ash Maurya
- The Customer Factory
- Why Products Fail - Ash Maurya
- 10 Steps to Product-Market Fit - Ash Maurya
- Business Book of the Month
- Freakonomics Radio
- Masters of Scale
- Meaningful Show
- Nice Guys on Business
- Rework (Basecamp)
- Simplify
- Startup Success Podcast
- The Tim Ferriss Show
- The Tony Robbins Podcast
- When Grandmasters Blunder - Joe Doliner, code underlying the analysis, The Pachyderm Stack (a completely new MapReduce engine built on top of modern tools) & Pachyderm Single Node Mode
- ChessGames.com (746,000 chess games)
- InfoQ Chinese news
- Python - Mofan Zhou: Tutorials collection | PyTorch tutorials
- Chinese university courses on Coursera
- 卷积神经网络的运作原理
- Fudan University: Coursera courses
- Nanjing University: Coursera courses
- Peking Univesity: Coursera courses | EdX courses
- 魅力机器人 | The Fascinating World of Robots and Robotics
- 操作系统与虚拟化安全
- 软件工程
- 数据结构与算法第一部分 | Data Structures and Algorithms Part 1 (Beijing University) & Part 2
- 算法基础-Fundamental Algorithms
- Principles and Practice of Computer Aided Translation 计算机辅助翻译原理与实践
- 人群与网络 | Networks and Crowds
- 程序设计基础 | Fundamentals of Programming
- 理论计算机科学基础 | Introduction to Theoretical Computer Science
- Shanghai Jiaotong University: Coursera courses
- Tsinghua University: EdX courses
- USTC: Coursera courses
- Xian Jiaotong University: Coursera courses
- Elixir入门文档中文
- Is Your Code Too SOLID? - Sarah Mei
- Move Slow and Mend Things - Kevlin Henney (Devoxx Belgium 2017)
- Why Senior Devs Write Dumb Code and How to Spot a Junior From A Mile Away - Scott Shipp
- Ideology - Gary Bernhardt (StrangeLoop 2015)
- The Mediator Pattern - Brandur
- "The Mess We're In" - Joe Armstrong (StrangeLoop 2014)
- Creative Engineering: Promises & Razors - Insights into Rapid Development - Tom Mejias, Bill Robinson and Matteo Vallone
- The Failures of "Intro to TDD" - Justin Searls
- Treat Your Code as a Crime Scene - Adam Tornhill
- Code review advice from Thoughtbot
- Keynote: Architecture the Lost Years - Robert Martin (Ruby Midwest 2011)
- Talking Architecture: Small Is Beautiful - Kevlin Henney (Wix Engineering Tech Talks 2016)
- Code as Risk - Kevlin Henney (GOTO Amsterdam 2017)
- A System is Not a Tree - Kevlin Henney (DevWeek 2015)
- The Errors of Our Ways - Kevlin Henney (GOTO Berlin 2016)
- A Question of Craftsmanship - Kevlin Henney (Agile India 2013)
- Cruft and Technical Debt: A Long View - Yehuda Katz (GoGaRuCo 2012)
- Grasping Complexity with Both Hands - Glenn Vandenurg (GoGaRuCo 2012)
- Behind the Curtain: Applying lessons learned from years in the Theatre to crafting software applications - Nell Shamrell (MaidosnRuby 2012)
- Modular & reusable front-end code with HTML5, Sass and CoffeeScript - Roy Tomeij (MadisonRuby 2012)
- Robert C. Martin videos (free)
- Robert C. Martin videos (non-free)
- Grand Unification Theory: Writing and Running Code, by Brian Ford (Barcelona RuCo 2012)
- Programming and minimalism: lessons from Orwell and the Clash - Jonathan Dahl (RubyConf 2010)
- States and Nomads: Handling Software Complexity - Zach Tellman
- Why Scaling Agile Doesn't Work • Jez Humble (GOTO 2015)
- Beyond Scope, Schedule, and Cost: The Agile Triangle - Jim Highsmith (ThoughtWorks)
- Business Decision Maturity Model (BDMM) - Dr. Knut Hinkelmann
- Managing IT for Business Value: The New Gold Standard - BCG
- The Business Decision Maturity Model
- Black Swan Farming
- Management & Measurement & Business Value – “Oh My”: Creating Solutions with Measurement in Changing Times - Dan Galorath
- Agile Project Management with Kanban - Eric Brechner
- Agile Project Management with Kanban - Eric Brechner
- APIs: The Good, The Bad, The Ugly - MicheleTitolo (Ruby Remote Conf 2015)
- HTTP API Design Guide
- Beautiful REST & JSON APIs - Les Hazelwood (Jax Conference 2013)
- Building the Great Wall: API Driven Applications by Scott Parker, Dan Melnick (Madison Ruby 2012)
- How to Design a Good API and Why It Matters
- API Blueprint & Github
- Dredd — HTTP API Validation Tool
- Pliny - Write excellent APIs in Ruby & Better APIs with Pliny - Will Leinweber (RubyOnAles 2015)
- Understanding JSON Schema - Michael Droettboom et al. & PDF
- prmd - JSON Schema tools and doc generation for HTTP APIs
- Swagger.io | Swagger Editor | Specification | Explanatory docs | Github
- PetStore example: Running | JSON files | YAML files
- Swagger tutorial - Learn API Doc
- OpenAPI Specification Journey - Arnaud Lauret: 1 - Intro | 2 - Basics | 3 - Simplifying spec file | 4 - Advanced Data | 5 - Advanced Input & Output Modeling | 6 - Defining Security | 7 - Documentation | 8 - Splitting the spec file | 9 - Extending the OpenAPI Spec
- Learn API Doc - Tom Johnson
- Swagger 101 - SwaggerHub.com
- phoenix-swagger
- Code Climate: Open source projects | Platform | Free service for open source projects
- Build your own Code Climate Analysis Engine
- Ruby-Toolbox - Code Metrics
- Semi Automatic Code Review - Richard Huang (RailsConf 2012)
- rails_best_practices gem & railsbp.com
- Logic Components - 0612 TV w/ NERDfirst
- See How Computers Add Numbers in One Lesson - In One Lesson
- Computerphile: AND OR NOT - Logic Gates Explained & XOR & the Half Adder
- Logic Components - "lcc0612"
- Digital Electronics: The Half Adder and Full Adder - Derek Molloy
- An Introduction to Logic Gates - DrPhysicsA
- Making Your Own 4-bit Computer From Transistors - Simon Inns
- Quantum Computing 2017 Update - ExplainingComputers
- Unboxing a Quantum Computer - Holy $hit Episode 19 - Linus Tech Tips
- A Beginner’s Guide to Quantum Computing - Talia Gershon (IBM)
- CSS Reference - Visual guide to the most popular CSS properties
- MarkSheet: Free HTML & CSS tutorial
- How to Master CSS - Christopher Harrison & Helen Zeng (Microsoft Virtual Academy - Jumpstart)
- HTML and CSS Tutorial for Beginners: The Ultimate Guide to Learning HTML and CSS
- CSS3 Tutorial - Derek Banas
- LearnLayout.com
- Mozilla MDN
- CSS2 Cheat Sheet (Cheatography)
- Sass
- Less
- Compass
- Getting Oriented With Compass
- Kicking Ass + Taking Names with Sass & Compass
- csscss (finds CSS redundancies)
- Twitter Bootstrap
- Front End Legos: Better Design with Reusable HTML & CSS
- Github CSS style guide
- Zen-Coding
- CSS Conf videos
- Laziness in the Time of Responsive Design - Ethan Marcotte (Constant Contact 2014)
- The New Rules of The Responsive Web
- ProgrammableWeb.com
- Data Sources on the Web - Managed R Archive Network
- 23 Resources for Finding Open Data
- 30 Places to Find Open Data on the Web
- AWS Public Data Sets
- DataCataloges.org
- Data Repositories - Jerry Smith
- Datasets for Data Mining and Data Science
- Freebase.com
- Kaggle.com Datasets
- Public datasets - ScaleUnlimited.com
- UCL Data Science Student Challenge 2016
- Where can I find large datasets open to the public?
- Comprehensive List of Free Historical Market Data Sources
- Datahub.io
- Best Buy (retail)
- Bloomberg
- DataSift (Twitter firehose)
- Expedia
- Forecast.io (weather)
- Google Public Data
- HealthData.gov
- Hotwire
- Kaggle
- MapQuest (maps)
- New York Times
- OpenStreetMap
- OpenWeatherMap (weather)
- ProPublica
- Public APIs
- Quandl, Github & example iPython notebook
- Reuters
- Salesforce, pyforce, simple-salesforce, salesforce-python-toolkit & example
- Socrata
- Walmart (retail; real-time prices and availability)
- Weather Underground (weather)
- WeatherBug (weather)
- World Bank (socioeconomic data)
- Yahoo! Finance (financial data)
- Zillow (real estate)
- Google public data directory
- IMF
- International Social Survey Programme
- Merchant Fleet of Late Medieval and Tudor England, 1400–1580
- Stanford Large Network Dataset Collection (SNAP)
- United Nations
- World Bank
- World Health Organization
- Bureau of Labor Statistics & Dept of Labor
- Census Bureau
- Census Bureau's Statistical Abstract
- CDC Wonder
- Dartmouth Atlas of Healthcare
- Dept of Education
- Dept of Health & Human Services
- EDGAR (SEC)
- Energy Information Administration
- EPA
- Explore.data.gov
- FCC (Federal Communications Commission)
- FedStats
- FRED (Federal Reserve Economic Data)
- Healthcare.gov
- ICPSR
- Medicare.gov
- NationalMap.gov
- NIH (National Institutes of Health) Data Sharing Repositories
- National Library of Medicine
- NOAA National Climatic Data Center
- Quality of Government data
- Sunlight Labs
- USA.gov
- USGS
- Common Crawl
- Datasets for Natural Language Processing - Jason Brownlee
- List of datasets for machine learning research - Wikipedia
- MC-AFP: machine comprehension dataset based on public available Gigaword dataset (AFP portion)
- Wikipedia 2014 data (DBpedia)
- DBpedia
- Wikipedia dataset
- CouchDB API docs | Wiki | Blog
- Running a CouchDB 2.0 Cluster in Production on AWS with Docker - Geoff Cox
- rxjs-couchdb
- GraphQL: Data query language and runtime | GitHub
- Getting started (documentation)
- Goodbye REST… GraphQL Is Better! (SFNode 2017)
- GraphQL-Ruby
- Learn GraphQL
- The GitHub GraphQL API - GitHub
- GraphiQL: Graphical interactive in-browser GraphQL IDE
- Intro to GraphQL - Lee Byron (0REDEV 2015)
- Exploring GraphQL - Nick Schrock (Dev Tools @ Scale)
- GraphQL: Designing a Data Language - Lee Byron (StrangeLoop 2016)
- graphql-elixir: Elixir implementation & website
- graphql-js
- Python implementation
- Ruby implementation
- Sangria: Scala implementation
- Graph for Scala
- How does a relational database work - Christophe Kalenzaga
- Transactions: myths, surprises and opportunities" - Martin Kleppmann (StrangeLoop 2015)
- JanusGraph: Website | Github | Documentation | Getting Started
- Intro to PouchDB
- PouchDB Tutorial - TutorialsPoint.com
- pouchdb-authentication
- pouchdb-find
- Getting started with PouchDB and CouchDB - Nolan Lawson
- Offline-First Apps with PouchDB - Bradley Holt
- PouchDB Tutorial - Kaushik Paul
- Learn SQL: 50+ of the Best Online Educational Resources to Learn SQL and Relational Database Management - HackerLists.com
- SQLTeaching.com
- SQL Tutorial - 1KeyData.com
- PostgreSQL documentation: The SQL Language
- TutorialsPoint.com
- Open-Sourcing Yelp's Data Pipeline - Yelp | MySQL Streamer | Schematizer | Data pipeline client | Data pipeline Avro util | Kafka library
- Debezium: Change data capture for a variety of databases & Debezium.io
- BottledWater: Change data capture from PostgreSQL into Kafka (Confluent.com)
- Lapidus: Stream your PostgreSQL, MySQL or MongoDB databases anywhere, fast
- Databus: Source-agnostic distributed change data capture system (LinkedIn)
- BOSH
- Capistrano
- Heroku | Tddium
- Puppet
- Ruby-Toolbox - Deployment Automation
- Ruby-Toolbox - Systems Integration
- Acquiring DevOps Skills - Pavel Suchman (DevCon TLV 2014)
- Configuration Management ROI - Evgeny Zislis (DevCon TLV 2014)
- Continuous Deployment - Matt White (MountainWest RubyConf 2012)
- FutureStack conference videos: 14 | 13
- Restic: Github.io | Documentation | Github
- How to configure Backblaze B2 with Restic on Linux - Roderick (Backblaze)
- Principles of Chaos
- Awesome Chaos Engineering
- Precision Chaos - Aaron Blohowiak (O'Reilly Velocity San Jose 2017)
- ChAP: Chaos Automation Platform - Netflix
- Chaos Engineering - Netflix
- Simian Army & Quick start guide
- Chaos Monkey
- Chaos Community Google group
- Conformity Monkey
- Janitor Monkey
- AWS outage: How Netflix weathered the storm by preparing for the worst - Nick Heath
- Chef
- Chef Community
- Chef Docs & Chef docs organized differently
- Chef - Cookbooks, Opscode
- Chef - Cookbooks, Community
- UsingChef.com - Weekly Newsletter
- Chef - Recipe DSL
- Chef - Resources and Providers Reference
- Chef videos from Opscode
- Learn Chef
- Using Ruby to Automate Your Life - Seth Vargo (Ruby Australia 2014)
- Testing Your Automation: TTD for Chef Cookbooks - Nathen Harvey (BigRuby 2013)
- Five Things You Didn't Know About Chef
- Docker docs:
- Docker Self-Paced Training videos
- Docker tutorial videos - Scott Turnbull
- KataCoda (interactive browser-based labs, courses, & playgrounds)
- Docker Tutorials: 1: Installing Docker | 2: Docker Run Basics | 3: Fun With Volumes | 4: More Run With Extra Goodies | 5: Basic Networking | 6: Dockerfiles (Part 1) | 7: Dockerfiles (Part 2) | 8: Troubleshooting with Sysdig | 9: Docker Machine | 10: Docker Compose | 11: Docker Swarm | 12: Kitematic | 13: Getting Started with experimental Docker Networking | Full List
- Awesome Docker - curated resources
- Docker for Data Scientists - Michelangelo D'Agostino (Strata 2016)
- DockerCon 2015
- Docker 101: Introduction to Docker - Andrew T. Baker (PyCon 2015) & Demystifying Docker - Andrew T. Baker (PyCon 2015)
- The Docker Book - James Turnbull
- Docker Cheat Sheet
- Docker Youtube channel
- Docs.Docker.com
- Docker Tutorials - DarkZebra
- Docker Overview - Rimantas Mocevicius: Part 1 | Part 2
- Intro to Docker - Amjith Ramanujam (PyCon 2014)
- Docker and the Future of Modern Software - Solomon Hyke (FutureStack14)
- Container Hacks and Fun Images - Jess Frazelle (DockerConf 2015) | Jess Frazelle's .dockerfunc
- Containerized Ruby Applications with Docker - Laura Frank (RubyConf 2014)
- Shipping Ruby Apps with Docker - Bryan Helmkamp (RedDot Ruby 2014
- Build Your Own Shipyard - Andreas Tiefenthaler (Kod.io 2014)
- Dockerising a Rails App - Graeme Mathieson
- Docker's Youtube channel
- Developing Ruby Applications With Docker - Laura Frank (ArrrrCamp 2015)
- Immutable Infrastructure with Docker and EC2 - Michael Bryzek (Gilt) (DockerCon 2014)
- 3 hours to Docker fundamentals: Jumpstart your Docker knowledge
- Be a happier developer with Docker: Tricks of the trade - Nicola Paolucci
- Pachyderm.io (MapReduce without Hadoop using a git-like distributed file system and Dockerized MapReduce) & Github
- Docker isn’t just for deployment - Ben Dixon (RailsConf 2015)
- Microcontainers – Tiny, Portable Docker Containers - Iron.io
- Uber tiny Docker images for all the things (Ruby, Elixir, Python, etc.) - Iron.io
- LinuxKit: Toolkit for building secure, portable and lean operating systems for containers
- Compose
- Sebastien Goasguen: Intro to Docker Compose Tool for Multi-Container Applications | Docker Volumes and Networks with Compose | How to Use Docker Machine to Create a Swarm Cluster | Using Docker Swarm to Create an Overlay Network
- Dacker Ruby gem
- Tools Built on Top of The Docker API - Vassili Van Der Mersch
- Docker 1.12 Release Candidate 2
- Introducing the Docker for AWS and Azure Beta - Michael Friis
- Compose - Docker
- Sebastien Goasguen: Intro to Docker Compose Tool for Multi-Container Applications | Docker Volumes and Networks with Compose
- Webinar Recording: Docker Compose: Simplifying Container Automation - Shawn Powers & Nathan Bank
- How To Install Wordpress and PhpMyAdmin with Docker Compose on Ubuntu 14.04 - DigitalOcean
- Use Docker Swarm with a data persistence layer - Jonas Rosland
- How To Configure a Continuous Integration Testing Environment with Docker and Docker Compose on Ubuntu 14.04 - Pablo Chico de Guzmán
- Docker Compose & Networking - Mano Marks
- Docker Compose Files Version 2
- Docker Swarm Part 1: Overview | Part 2: Discovery | Part 3: Scheduling | Part 4: High Availability | Part 5: Networking | Part 6: Volumes
- Docker Swarm: Create and Join Node | Setting up HA | Set up TLS | Container Rescheduling
- Docker swarm cluster in AWS - Rafael Benevides
- From Local Docker Development to Production Deployments - Jérôme Petazzoni (AWS re:Invent 2015)
- DockerCon: 2017 | 2016 | 2015
- ContainerSummit.io: 2016 New York | San Francisco 2015
- Youtube
- Confreaks
- DockerCon Online Meetup 2015
- DockerCon EU 2015
- DockerCon & Co
- Dokku: Github | website | documentation
- One-click install-and-deploy Dokku on DigitalOcean
- Make Your Own Heroku with Dokku and DigitalOcean - Roger Stringer
- Create Your Own Heroku Using Dokku-alt on DigitalOcean - Samudra Harapan Bekti
- Deploying Dokku to DigitalOcean for excellent deploying goodness - Pam Selle
- Running Dokku on Digital Ocean - Henrik Nyh
- Kubernetes: Docs | Tutorials | Tasks | Concepts | Github
- Awesome-Kubernetes
- Kubernetes Youtube channel
- Kubernetes in Real Life - Ian Crosby (GOTO Conference 2017)
- Kubernetes Webinars - Janakiram & Associates
- kubectl: Cheatsheet | Overview
- Running Kubernetes in Production - Zalendo Tech & Kubernetes on AWS @Zalando - David Aronchick
- Kubernetes 101 for Developers - Ross Kukulinski
- KataCoda (interactive browser-based labs, courses, & playgrounds)
- Kubernetes in production - blue-green deployment, auto scaling and deployment automation - Paul Bakker (Devoxx UK 2016)
KubeCon + CloudNativeCon 2017 - Austin
- My Elasticsearch resources
- My Logstash resources
- Elasticsearch, Logstash & Kibana - Kevin Kluge
- Using ElasticSearch, Logstash and Kibana to Create Realtime Dashboards - Alexander Reelsen
- Query Log Analysis – Using Logstash, ElasticSearch and Kibana - Niels Henrik Hagen
- Visualizing Logs Using ElasticSearch, Logstash and Kibana - Jeff Sogolov
- Setting up Elasticsearch, Kibana, and Logstash - Daniel Dreier & Logstash Cnfiguration Dissection
- Kibana documentation: Current | Older versions
- Documentation: Current | 1.4.2
- Getting Started
- Logstash and Other Things - Jordan Sissel (PuppetConf 2012)
- More Logstash Awesome - Jordan Sissel (PuppetConf 2013)
- Logstash Presentation - Matthew Smith
- A Bit of Logstash Cooking
- Chef-logstash
- Logstash Google Forum
- Logstash Freenode IRC
- OpenStack.org: Overview
- What is OpenStack?
- OpenStack on Youtube & OpenStack Channel
- Paris Summit 2014: Videos
- OpenStack Superuser magazine
- @OpenStack (Twitter)
- OpenStack blog
- Ubuntu on OpenStack
- Building Scalable Stateful Services - Caitie McCaffrey (Curry On 2016) & Building Scalable Stateful Services - Caitie McCaffrey (StrangeLoop 2015)
- Distributed Systems and the End of the API - Chas Emerick & talk slides
- Distributed Systems and the End of the API - Chas Emerick & talk slides
- Readings in distributed systems - Christopher Meiklejohn
- DevDocs.io - "combines multiple API documentations in a fast, organized, and searchable interface"
- ZealDocs - open-soure offline documentation browser
- Ruby-Toolbox - Maintenance Mode
- Zero Downtime Deploys Made Easy - Matt Duncan (RubyConf 2012)
- Zero downtime deploys for Rails apps - Pedro Belo (RailsConf 2012) using Heroku, Unicorn and HAProxy
- Elasticsearch documentation:
- Exploring Elasticsearch (online tutorial/book) - Andrew Cholakian
- Elasticsearch: The Definitive Guide: Online | Github repo & instructions for generating a PDF
- Your Data, Your Search, Elasticsearch - Costin Leau (SpringOne2GX 2013)
- Elasticsearch: The Definitive Guide
- Make sense of your (big) data using Elasticsearch - Honza Král (PyData Berlin 2014)
- Explore Your Data With Elasticsearch - Honza Král (SF Python talk)
- Getting Down and Dirty with ElasticSearch - Clinton Gormley (NoSQL Matters Barcelona 2013)
- Elasticsearch from the bottom up - Alex Brasetvik (EuroPython 2014) & article
- Elasticsearch from the top down: Tracing a request down to the bits - Alex Brasetvik
- How To Interact with Data in ElasticSearch Using CRUD Operations - Justin Ellingwood
- Intro to Elasticsearch Mapping - Njal Karevoll
- All about analyzers, Part One - Andrew Cholakian & Part Two
- A data exploration workflow for mappings - Njal Karevoll
- Nested type
- ElasticSearch – nested mappings and filters - Joel Abrahamsson
- Elasticsearch: Advanced search and nested objects - Gregquat
- Six ways to crash Elasticsearch - Konrad G. Beiske
- Elasticsearch in Production - Alex Brasetvik (Berlin Buzzwords 2013)
- Optimizing Elasticsearch searches - Alex Brasetvik
- Troubleshooting Elasticsearch searches, for beginners - Alex Brasetvik
- Elasticsearch-Ruby APIs: Ruby/Rails APIs
- Ruby gems' documentation:
- Full-Text Search in Rails with ElasticSearch - Mostafa Abdulhamid
- Using Elasticsearch With Rails Apps - Brian Gugliemetti (RailsConf 2013)
- Getting Started with Elasticsearch on Rails - Ian Ehlert
- Elixir: Docs & Getting Started (tutorial) & Erlang/Elixir Syntax Crash Course & Elixir-lang-talk group & Elixir Core mailing list & ElixirForum.com
- Awesome Elixir - Curated list of Elixir/Erlang libraries, resources & shiny things
- Cheatsheet
- Explicit Elixir - Paul Lamb (ElixirDaze 2016)
- Elixir Examples: Categorized | Single page
- What Elixir is About - José Valim (Erlang Factory SF 2015)
- Elixir: Easy fun for busy developers - David Schmitz (Devoxx 2016)
- Transforming Programming - Dave Thomas (Erlang & Elixir Factory 2017)
- A Completely Unbiased Showcase of Elixir - Andrea Leopardi (Erlang User Conference 2016)
- Elixir with José Valim
- Building a web framework from scratch in Elixir - Robert Lord
- Elixir School
- Sweet Elixir! - Ryan Cromwell & full notes
- Exercism.io Elixir
- Basic Design in Functional Programming Languages - Tomasz Kowal (ElixirLive 2016)
- Elixir talks - Confreaks.tv
- Elixir Koans - Nicolas Deverge
- Introducing reducees - José Valim
- Elixir Express: Workshop - Chris McCord (RailsConf 2014) & Basic documentation & Advanced documentation
- Elixir for the Rubyist - Hal Fulton (RubyDay 2015)
- Elixir With José Valim - HowIStart.org
- What's Ahead for Elixir? - José Valim (ElixirConf EU 2015)
- Elixir: Power of Erlang, Joy of Ruby - Dave Thomas (LoneStarRuby 2013)
- Introduction to Elixir: a New Language on the VM - José Valim
- Foray into Functional Programming with Elixir - Trevor Brown (Suncoast Java Users Group Dec 2014)
- Functional and concurrent programming with Elixir - Gabriele Lana
- Rubyists, have a sip of Elixir! - Benjamin Tan (RubyConf 2014)
- Intro to Elixir for Rubyists - Josh Adams & Robby Clements (ExlirConf 2014)
- Elixir Foundations for Ruby Devs: Transforming Data - Tomasz Kowal
- Intro to Elixir - SolutionStreet.com
- Elixir: The only Sane Choice in an Insane World - Brian Cardarella (GOTO Chicago 2017)
- Where I Got Stuck Using IEx.pry in Elixir - Jesse Trimble
- Programming Elixir: The magic of today's tonic - Katie Miller (Linux.conf.au Jan 2014)
- Ohai, Elixir! - Benjamin Tan (GeekCampsG 2014)
- Elixir - A modern approach to programming for the Erlang VM - Jose Valim (RuPy 2012)
- Keynote - José Valim (ElixirConf 2014)
- Elixir Tooling - Eric Meadows-Jönsson (Berlin Erlang Factory Lite)
- Idioms for building distributed fault-tolerant applications with Elixir - José Valim (GOTO Conferences 2015)
- Keynote: "Think Different" - Dave Thomas (ElixirConf 2014)
- Ruby and Elixir - Casey Rosenthal (Portland Ruby Brigade Jan 2015)
- Hex: How it was built - Eric Meadows–Jönsson (ElixirConf 2014
- Elixir Sips (non-free) & Sipper (downloader) - Henrik Nyh
- Elixir Starters
- Elixir Freenode IRC
- Writing Command Line Applications with Elixir - James Smith (ElixirConf 2014)
- Elixir Code Reading: Blacksmith
- Elixir Fountain - bi-weekly podcast
- Elixir in times of microservices - José Valim
- Closures: Elixir vs. Ruby vs. JavaScript - Hubert Łępicki
- ExMachina for Elixir: Factories with a Functional Twist - Josh Steiner & Paul Smith
- RED:4 - Learn Elixir The Fun Way (NOT FREE: $40) - Rob Conery
- Algae: Bootstrapped algebraic data types
- Witchcraft: library providing common algebraic & categorical abstractions (monoids, functors, monads, arrows, & categories)
- Big Nerd Ranch
- Dockyard
- East 5th
- Elixir Dose
- Elixir Radar
- ElixirStatus.com
- Elixir Weekly
- The Erlang eList
- Hashrocket: TIL & blog
- Iacobson.net
- Plataformatec
- The Pug Automatic - Henrik Nyh
- Red Shift
- Thoughtbot
- Elixir Documentation (PDF)
- Elixir Getting Started Guide: EPUB | Online
- Elixir Meta-Programming Guide (EPUB)
- The Mix & OTP Guide: (EPUB) | Online
- Études for Elixir & Github
- Simulations - James Edward Gray II
- a-little-elixir-goes-a-long-way (Elixir version of code examples from The Little Schemer)
- Rebuilding the Mission Impossible security system in Elixir on RaspberryPi - Ju Liu
- Elixir Deep Dive: Evercam, a 10K LOC Phoenix app - Derek Haynes
- Keeping Code Consistent - Ben Marx (ElixirConf EU 2017)
- Refactoring Elixir: Lessons Learned from a Year on Exercism.io
- Cowboy: Github | User Guide
- Debugging techniques in Elixir - Erich Kist
- Credo: Website | Github | Credo: A static code analysis tool for the Elixir language with a focus on code consistency and teaching - René Föhring
- A Complete Guide to Deploying Elixir & Phoenix Applications on Kubernetes - Rohan Relan: Part 1: Setting up Distillery | Part 2: Docker and Minikube | Part 3: Deploying to Kubernetes | Part 4: Secret Management | Part 5: Clustering Elixir & Phoenix Channels
- Deploy Early and Often: Deploying Phoenix with Edeliver and Distillery - Zek Interactive: Part 1 & Part 2
- State of the art in deploying Elixir / Phoenix applications - Piotr Włodarek
- Deployment - ElixirForum.com
- Elixir in the times of microservices - José Valim
- Elixir Deployment Tools - General Discussion, Blog Posts, Wiki - ElixirForum.com
- Elixir App Releasing Model - Sebastian Gębski (ElixirLive 2016)
- Is Phoenix deployment really that hard? - Karol Słuszniak
- Understanding deps and applications in your Mixfile - João Britto
- conform: source
- Deferred_config: Seamless runtime config for otp apps with one line of code - Luc Fueston
- Peerage: Easy Elixir clusters, pluggable discovery. DNS-based (Kubernetes, Weave), UDP multicast, others - Luc Fueston
- Fast Continuous Deployment of an Elixir Gameserver - Martin Kavalar & Martin Schurrer
- Elixir deployments on AWS - Ed Ellson
- Elixir on AWS Lambda - ElixirForum.com
- Deploying Elixir to AWS Elastic Beanstalk with Docker - James Robert Somers
- Easy Elixir auto scaling deployment with AWS and Travis CI - Nicklas Ramhöj
- Deploy Elixir Application To AWS Elastic Beanstalk - Michal Kalbarczyk
- How to Set up a Distributed Elixir Cluster on Amazon EC2 - Benjamin Tan Wei Hao
- Distillery: Github | Documentation
- Elixir/Phoenix deployments using Distillery - Yuva
- Pete Corey: Deploying Elixir Applications With Distillery | Upgrade Releases With Distillery | Simplifying Elixir Releases With eDeliver | Upgrade Releases With eDeliver
- Storing Elixir Release Configuration in Environment Variables with Distillery - Brendan A R Sechter
- How to use Elixir with Docker? - Kamil Lelonek
- Bottling Elixir with Docker - Part 1 - Paul Lamb
- Dockerizing Elixir and Phoenix Applications - Cody Boggs
- Edeliver: Github | Deploying Elixir applications with Edeliver - Igor Florian
- Bruce Pomeroy: Create an Elixir umbrella project containing a Phoenix app and build a release with Distillery & Deploying an Elixir Umbrella project using Distillery and Edeliver
- Real World Elixir Deployment - Pete Gamache (Empire City Elixir Conf 2016)
- Fast Continuous Deployment of an Elixir Gameserver - Martin Kavalar and Martin Schurrer
- Serving Phoenix and Continuous Deployment - Dustin Farris
- Getting Elixir / Phoenix running on Digital Ocean with edeliver - Matt Weldon
- Getting Elixir / Phoenix running on Digital Ocean with edeliver - davoclavo
- exrm: source | docs | package docs (hexdocs.pm)
- Deploying Phoenix Applications with Exrm [and Conform] - Brandon Richey
- How to config environment variables with Elixir and Exrm - Igor Florian
- Deploying a Phoenix App With Gatling - Josh Adams
- Deploying Phoenix on Ubuntu with Gatling - Dennis Reimann
- Always Available - Claudio Ortolina (ElixirConf EU 2017)
- Elixir and Money - Tomasz Kowal (ElixirConf EU 2017)
- Idioms for Building Distributed Fault–Tolerant Applications with Elixir - José Valim (EuRuKo 2016)
- pg2 and You: Getting Distributed with Elixir - Eric Entin (ElixirConf 2016) | Slides
- Ecto: documentation | Github | discussion forum
- Using Ecto outside of Phoenix by Geoffrey Lessel (Lonestar ElixirConf 2017) & An Intro to Ecto: Using Ecto in Non-Phoenix Elixir Projects - Geoffrey Lessel (Full Stack Talks Aug 2016)
- Embrace the Database With Ecto - Josh Branchaud (ElixirDaze 2017)
- Leveling Up With Ecto - Darin Wilson (ElixirConf 2016) | code
- Lew Parker: Diving into Ecto - 1 | Diving into Ecto - 2 | Ecto Query Library
- Understanding Elixir’s Ecto Querying DSL - Thomas Punt: The Basics | Beyond the Basics
- Up, Down, Up with Ecto Migrations - Josh Branchaud
- Ecto Migrations: Simple to Complex - Josh Branchaud
- Refactoring Techniques for Elixir, Ecto, and Phoenix - Gary Rennie (ElixirConf 2016)
- Connecting to Multiple Databases with Ecto - Geoffrey Lessel
- Ecto’s insert_all and schemaless queries - José Valim
- Replace Callbacks with Ecto.Multi - Daniel Berkompas
- Abandoning models and embracing data - exploring Ecto - Michal Muskala (Elixir Warsaw)
- Ecto: A language integrated query for Elixir - José Valim (CodeMesh Londong 2013)
- Ecto - the Past, the Present, the Future - Michał Muskała (ElixirConfEU 2016 | slides
- Ecto - Eric Meadows-Jönsson (ElixirConf EU 2015)
- Making Sense of Ecto 2 SQL.Sandbox and Connection Ownership Modes - Piotr Włodarek
- PostgreSQL indexing with Ecto - Richard Nyström
- Composable Queries with Ecto - Drew Olson (ElixirConf 2015)
- Embedding Elixir Structs in Ecto Models - Josh Steiner
- Tirexs - Elixir DSL for Elasticsearch
- erlastic_search (Erlang client for Elasticsearch)
- Elasticsearch from Elixir and Docker - Zohaib Rauf
- Building CQRS/ES web applications in Elixir using Phoenix - Ben Smith | Building a CQRS/ES web application in Elixir using Phoenix | PDF
- Dealing with eventual consistency in a CQRS/ES application - Ben Smith
- Eventstore: CQRS event store using PostgreSQL for persistence - Ben Smith
- Commanded: Use Commanded to build Elixir CQRS/ES applications - Ben Smith
- EventSourced: Functional domain models with event sourcing in Elixir - Ben Smith
- Supporting multiple event stores in Commanded using an adapter based approach for Elixir - Ben Smith
- Derek Kraan: Event Sourcing in Elixir & Event Sourcing: Invariants spanning multiple aggregates
- CQRS with Elixir and Phoenix - Jean-François Cloutier
- Event Sourcing and CQRS in Elixir - ElixirForum.com
- Intro to implementing Command Query Responsibility Segregation (CQRS) in Elixir applications - Ben Smith
- Christian Posta: Why Microservices Should Be Event Driven: Autonomy vs Authority | 3 Easy Things to Do to Make Your Microservices More Resilient | Carving the Java EE Monolith Into Microservices: Prefer Verticals Not Layers | The Hardest Part About Microservices: Your Data
- DDD/CQRS/ES/NoSQL and functional programming
- CQRS with Erlang - Bryan Hunter (NDC Conference 2014)
- Let's Get Functional With Elixir! - Nate Taylor
- Composing Elixir Functions - Jay Hayes
- Function Currying in Elixir - Patrik Storm
- Follow-up: Function currying in Elixir - Milton Mazzarri
- Lenses and Pattern Matching - Travis Poulsen
- Focus, an Elixir library for functional lenses - Travis Poulsen
- Currying packages
- Small data with Elixir - José Valim
- GenStage and Flow - José Valim (Lambda Days 2017)
- Announcing GenStage - José Valim
- GenStage in the Kitchen - Claudio Ortolina (Elixir.LDN 2016)
- GenStage - José Valim (Elixir London June 2016))
- How Do I GenStage? - Adrian Dunston
- Reactive Tweets with Elixir GenStage - Mario Flach
- Phoenix GraphQL Tutorial with Absinthe - Ryan Swapp
- GraphQL in Practice - Bruce Williams & Benjamin Wilson (ElixirConf.EU 2017)
- Using Functions in Elixir Guard Clauses - Chris Keathley
- Down the Rabbit Hole: Defining a guard-safe modulo operation in Elixir - Wiebe-Marten
- Elixir in Elixir - Jay Hayes (Elixir & Phoenix Conf 2016 & Getting Started with Elixir Metaprogramming (blog post)
- Macros - Jason Cummings (ElixirDaze 2017)
- Understanding Elixir Macros, Part 1 - Basics - Saša Jurić, Part 2 - Micro theory, Part 3 - Getting into the AST, Part 4 - Diving Deeper, Part 5 - Reshaping the AST, Part 6 - In-place code generation
- Writing a simple macro in Elixir - Dave Thomas
- Metaprogramming Elixir - Chris McCord (NDC Oslo 2015)
- Mex: Elixir Shell helper for previewing macroexpansion - Luc Fueston
- Intro to Mix
- The Mix & OTP Guide: (EPUB) | Online
- Mix Templates - Dave Thomas
- Mix Test.Watch: Automatically run your Elixir project's tests each time you save a file
- The ABCs of OTP - Jesse J Anderson (ElixirDaze 2017) | Intro to OTP in Elixir - Jesse J. Anderson (Full Stack Talks Aug 2016) | slides | resource links
- Michael @ omgneering: GenServer basics | [GenServer Callbacks and concurrency](Elixir GenServer callbacks and concurrency) | Supervisor | Application (Part 1) | Application (Part 2)
- To spawn, or not to spawn? - Saša Jurić
- High availability with Elixir and Erlang - Saša Jurić (Full Stack Fest 2016) & High Availability - Saša Jurić
- Elixir/Erlang OTP in Microservice Architecture - Thomas Newton (Microservices Day New York 2017
- Per-user workers with custom queue processing (using GenServer and Supervisor) - Adam Hodowany
- The Mix & OTP Guide: (EPUB) | Online
- Creating Elixir libraries as OTP applications - Hubert Łępicki
- OTP in Elixir - Part 1 - Christian Di Lorenzo (Triangle Elixir 2016)
- Extending OTP with Custom Behaviours - Michał Muskała (ElixirLive 2016)
- Chat Bot: A Practical Walkthrough of the powerful Features Elixir/Erlang/OTP - Jeff Weiss
- Finding the needle in the Haystack: Breadth First Search... The Elixir Way - Quentin Thomas
- Re-architecting with Elixir/OTP and Pattern Matching - Mustafa Turan
- Hex.pm (Erlang & Elixir package manager)
- ExActor: Simplifies implementation of GenServer-based processes - Saša Jurić
- con_cache: ETS-based key/value cache with row level isolated writes and ttl support - Saša Jurić
- Vex: Data Validation for Elixir - CargoSense
- Elixir Package Building & Publishing - Step by Step Guide From Scratch - Blackode
- Apex: Awesome Print for Elixir
- BEAM Toolbox: categorized catalog of Hex packages for Elixir and Erlang - Henrik Nyh
- CSV: CSV Decoding and Encoding
- ExActor: Simplifies implementation of GenServer based processes
- Jolt: REST JSON API with zero coding (Mike Clark)
- Quantum: Cron-like job scheduler
- Scrivener: Paginate your Ecto queries (Drew Olson)
- Monitoring Production Elixir Applications - John Kelly (EMPEX 2017)
- Measuring your Elixir Application - Renan Ranelli (ElixirConf 2016) | Blog post: "A guide to measuring your Elixir app
- vmstats: gathers metrics on the Erlang VM and sends them to a configurable sink - Fred Hebert
- Gathering metrics in Elixir applications - Andrea Leopardi
- The Elixir Bottleneck - Dorian Iacobescu
- API Docs | Github
- Keynote: Phoenix 1.3 - Chris McCord (Lonestar ElixirConf 2017) & discussion
- Stateful Web Apps with Phoenix and OTP - Hannah Howard (Erlang & Elixir Factory SF 2017)
- Phoenix: an Intro to Elixir's Web Framework - Sonny Scroggin (NDC {London} 2017)
- Crowd-controlling a game with Elixir and Phoenix - Andrea Leopardi (NoSlidesConf Dec 2016)
- What the fuss about Phoenix - Saša Jurić (WebCamp Zagreb 2016) & slides
- ElixirConf 2016 Keynote on Phoenix 1.3- Chris McCord
- Rails to Phoenix - Brian Cardarella (RailsConf 2016)
- Phoenix: The Firehose Project: Hands-On Intro to Building Modern Web Applications With Elixir and Phoenix
- Photo Album: A Phoenix/Elixir web app - Khaja Minhajuddin: Part 1 | Part 2
- Elixir on the Web: Phoenix Rising - Artem Chernyak
- How We Replaced React With Phoenix - Blake Williams (Thoughtbot)
- Taking Off With Phoenix - Sonny Scroggin (Erlang Factory SF 2016) & (NDC London 2016
- New Heights - Chris McCord (ElixirDaze 2016)
- Building Phoenix Battleships - Ricardo García Vega: 1: Designing the game mechanics | 2: Lobby Channel & Game Supervision | 3: Game setup | 4: Placing ships on board | 5: Let the battle begin!
- Phoenix a web framework for the new web - José Valim (Lambda Days 2016) | #pivorak Lviv Ruby MeetUp
- Phoenix is not Rails - Chris McCord
- Intro to Phoenix - José Valim (Elixir Warsaw Meetup)
- Phoenix: A web framework for the new web - José Valim (PolyConf 2015)
- Phoenix - a framework for the modern web - Chris McCord (NDC Conference Norway 2015)
- ExCasts (requires free registration)
- Brandon Richey: Writing a Blog in Phoenix and Elixir, Part 1 | Part 2: Authorization | Debugging Phoenix with IEx.pry | Testing Validations in Elixir and Ecto | Writing a Blog Engine in Phoenix and Elixir: Part 4, Adding Roles to our Controllers | Errata 1 | Part 5, Adding ExMachina | Part 6, Markdown Support | Part 7, Adding Comments Support | Part 8, Finishing Comments | Part 9, Live Comments | Part 10, Testing Channels | Part 11, Better UI
- Trello clone with Phoenix and React - Ricardo García Vega
- Elixirdose.com Phoenix tutorial: Part 1 | Part 2 | Part 3 | Part 4 | Part 5
- Elixir Cocktails (blog)
- PhoenixFramework.org
- Build and test a blazing fast JSON API with Phoenix, an Elixir framework - Paul Smith
- The Changelog: "Elixir and Phoenix with Chris McCord"
- Basic web app with Phoenix - Michael Eatherly & Phoenix app with authentication - Michael Eatherly
- Elixir Style Guide
- Phoenix 1.2.x to 1.3.0 Upgrade Instructions - Chris McCord
- Why changes in Phoenix 1.3 are so important? - Nikita Sobolev
- User Authentication in Phoenix with Guardian & Überauth - Ulan Abdurazakov
- Passwordless login with phoenix - Thiago Borges (July 2016)
- Elixir/Phoenix — Build a simple chat room - Stephan Bakkelund Valois
- Authentication in Phoenix/Elixir app with Ueberauth and Guardian - Ulan Abdurazakov
- Distillery: Phoenix Walkthrough
- Exrm Releases (also applies to Distillery) - PhoenixFramework.org
- Deploying Phoenix Applications with Exrm - Brandon Richey
- Setting Up Phoenix/Elixir With Nginx and LetsEncrypt - Andrew Forward
- Phoenix Flying High: Deploying Phoenix The Final Part
- Using Phoenix With Docker, Part 3: Containerization - Florian Kraft
- One-Click Install Elixir on Ubuntu 14.04 with DigitalOcean
- Deploying Phoenix on Dokku - Henrik Nyh
- Deploying a Phoenix application using ansible-elixir-stack - Johan Wärlander
- Ansible-elixir-stack
- A Phoenix and Elixir REST API - Bill Peregoy: Part 1 | Part 2
- Building and testing a Phoenix JSON API - Paul Smith (Thoughtbot)
- Elixir vs Ruby Showdown - Phoenix vs Rails - Chris McCord
- Benchmarking Phoenix vs Rails vs Sinatra vs Express vs Martini - Matthew Rothenberg
- Elm Phoenix.Presence Demo - Josh Adams
- Building a Chat App with Elixir and Phoenix Presence - Steve Grossi
- Ecto 2 and Phoenix Presence with José Valim and Chris McCord (Changelog)
- Just Enough Plug to Build a Web server - Ole Michaelis (ElixirConf.EU 2017)
- The Story of Conn in the world of Phoenix - Shankar Devy
- Phoenix: Plug.Conn
- Überauth - Elixir Authentication System for Plug-based Web Applications
- Simple Guardian: Github | Browser login | API authentication | User permissions | Multiple sessions
- End-to-end Testing in Elixir with Hound - Maciej Woźniak
- Running Your Phoenix Tests Using Docker - Jason Kriss
- Exploring Elixir (Youtube screencasts) - Aaron Seigo
- Phoenix 1.2 and Beyond - Chris McCord (ElixirConfEU 2016)
- Arisen from the Ashes: Phoenix.js and Websockets - Max Beizer
- Working with HTTP/2 in Elixir - Peter Saxton (Elixir.LDN 2017)
- Phoenix Takes Flight - Chris McCord (ElixirConf EU 2015)
- What's Next for Phoenix - Chris McCord (ElixirConf 2015)
- Phoenix: Productive. Reliable. Fast. - Chris McCord (LoneStarRuby 2015)
- Real time web applications with Elixir and Phoenix - Eoin Shanaghy (CorkDev 2015)
- Phoenix: A web framework for the new web - José Valim (PolyConf 2015)
- Elixir, Phoenix and the PEEP Stack - Chris Nelson (Cincy Web Tech Summit)
- Phoenix - A Framework for the Modern Web - Chris McCord
- Live With Elixir & Phoenix (& React)- @mrwade
- Phoenix with Elm - Alan Gardner: Video (ElixirConf 2015) & Blog: Pt 1 | Pt 2 | Pt 3 | Pt 4 | Pt 5 | Pt 6 | Pt 7 | Pt 8 | Pt 9 | Pt 10 | Pt 11
- Phoenix asset handling with brunch - Chris McCord
- Individualized Content at Web-Scale - Michael Schaefermeyer (ElixirConf EU 2015)
- Creating a chat application in 15 minutes with Phoenix - Darko Fabijan (PolyConf 14)
- Rise of The Phoenix: Building an Elixir Web Framework - Chris McCord (ElixirConf 2014)
- Phoenix Book Club - Michael Ries
- Learn Elixir: Building a Neural Network from Scratch - Karmen Blake (ElixirDaze 2016)
- Adventures in Robotics with Elixir by Jean-François Cloutier (ElixirDaze 2016)
- Building a non-trivial robotic brain in Elixir - Jean F. Cloutier (Boston Elixir - January 2016) & Robot.ex blog
- ExSamples: Initializes lists of maps, structs or keyword lists using tabular data in Elixir - Marlus Saraiva
- A Practical Guide to Elixir Protocols - Kevin Rockwood
- Polymorphism With Protocols in Elixir - Ilya Bodrov
- A Practical Guide to Elixir Protocols - Kevin Rockwood (ElixirConfEU 2017)
- Awesome Cryptography
- Securing Elixir Applications - Bram Verburg (ElixirConfEU 2016) | slides
- Paladin: JWT-based service to service protector for Elixir umbrella apps
- Test-Driving a Stream-powered Elixir Library - Thiago Araújo Silva
- How to build Streams in Elixir easily with Stream.resource/3 Awesomeness - Benjamin Tan
- Elixir Stream Patterns - Joseph Kain
- Mocks and explicit contracts - José Valim
- Testing function delegation in Elixir without stubbing - Brian Cardarella
- Wallaby: Docs | Github
- Integration Testing Phoenix With Wallaby - Jake Worth
- Concurrent Feature Testing with Wallaby by Chris Keathley (ElixirConf 2016) | slides
- Introducing Wallaby – Concurrent Feature Tests for Elixir and Phoenix - Chris Keathley
- Michał Muskała: Unix Timestamps in Elixir 1.4 & Unix Timestamps in Elixir
- Dialyxir & Dialyzer
- Dialyzer Optimistic Type Checking for Erlang and Elixir - Jason Voegele: ElixirConf 2016 | λC 2016
- Practical Type Inference Based on Success Typings - Tobias Lindahl & Konstantinos Sagonas
- Umbrella Apps-Winter is coming - Luis Ferreira (Functional Conf 2017)
- Building Umbrella Projects - Wojtek Mach (ElixirConf 2016) & Acme Bank is an example project to explore and experiment with building modular and maintainable Elixir/Phoenix applications
- Empex 2017
- ElixirConf 2017
- Erlang & Elixir Factory SF 2017
- Lone Star Elixir 2017
- ElixirDaze: 2017 videos | 2016 videos (Youtube) | 2016 videos (Confreaks)
- Josh Adams working on Firestorm UI
- ElixirConf: 2016 videos | 2015 videos | 2014 videos
- ElixirConf EU: 2017 videos | 2016 videos | 2015 videos
- Elixir.LDN 2016
- Empire City Elixir Conf (EmpEx 2016)
- Elixir videos (Vimeo)
- ElixirConf 2015 videos
- Discovering Processes - Saša Jurić (ElixirConfEU 2016)
- Elixir Adoption at Scale: A Comprehensive Guide - Ben Marx - EFLBA2017
- Elixir Remote Meetup - DailyDrip.com
- Three and a Half Ways Elixir Changed Me (and Other Hyperbole) - Rob Conery (NDC London 2016)
- Elixir Is Neat But What Can You Actually Do With It? - Rob Conery (NDC Oslo 2016)
- Elixir Should Take Over the World - Jessica Kerr (ElixirConf 2015)
- What's Ahead for Elixir? - José Valim (ElixirConfEU 2016) | slides
- Explore Elixir Using Board Game Logic - Torben Hoffmann | source code (Github)
- Building Multiplayer Games with Phoenix and Phaser - Keith Salisbury (ElixirConfEU 2016
- Indy Elixir First (Virtual) Meetup!
- Concurrent and Resilient Connections to Outside the BEAM - Andrea Leopardi (ElixirConfEU 2016) | slides
- What Elixir Is About - José Valim (Erlang User Conference 2015)
- Rewriting a Ruby application in Elixir - Claudio Ortolina (ElixirConf 2015)
- Erlang Factory SF 2015 videos
- Idioms for Building Distributed Fault-tolerant Applications with Elixir - José Valim (goto; conference)
- "Elixir and the Internet of Things" - Doug Rohrer (Strangeloop 2014)
- The Climb Experiencing the Rise of Elixir from the Inside - Bruce Tate & Dave Thomas (Erlang Factory SF 2016)
- Elixir - A modern approach to programming for the Erlang VM - José Valim (old but still informative)
- WebRTC and Phoenix, when μ Seconds aren't Fast Enough - Jason Stiebs (ElixirConf 2016) | phoenix_webrtc code
- simple-peer: Simple WebRTC video/voice and data channels
- An Introduction to Elm - Evan Czaplicki: downloadable ePub/PDF/Mobi | website
- Functional Programming in Elm - Evan Czaplicki
- Elm Tutorial - Sebastian Porto: downloadable ePub/PDF/Mobi | website
- Elm From Scratch - Daniel Bachler
- Learn You an Elm - Miran Lipovača
- Jump starting Your Elm Skills - Murphy Randle (LambdaConf λC 2017): Lecture Part 1 | Lecture Part 2 | Hipstore documentation | Example Hipstore website
- Why Elm? - Matthew Griffith
- Elmseeds - Erik Person & All episodes
- Developer Happiness on the Front End with Elm - Kevin Yank (RailsConf 2017)
- Jessica Kerr: Pure Functional Programming in Elm & Conquering Elm Boilerplate
- Teaching Elm to Beginners - Richard Feldman (Elm Conf 2017)
- Elm in production - Richard Feldman (Devoxx 2017)
- The Life of a File - Evan Czaplicki (Elm Europe 2017)
- Introducing Elm to a JavaScript App - Richard Feldman (GOTO Chicago 2017)
- Tame the Frontend with Elm - Jeremy Fairbank (FluentConf June 2017)
- Elm in Production: Surprises & Pain Points - Kevin Yank (2017)
- Ninety-nine Problems, Solved in Elm - John Crane
- Toward a Better Front End Architecture: Elm - Jeremy Fairbank (Codemash 2017) & Coding Tech
- Elm: A Beginners' Guide to Elm and Data - Luke Westby & Jeff Schomay
- James Kolce: Why Elm? (And How To Get Started With It) | Intro to The Elm Architecture and How to Build our First App | The Structure of an Elm Application
- Elm In Production: 25,000 Lines Later - Christian Charukiewicz
- Beginning Elm - Pawan Poudel
- Putting the Fun in Functional With Elm - Tereza Sokol (ReactEurope 2017)
- Commanding the Elm Architecture - Kyle Kress (Sept 2016)
- Start Using Elm to Build Web Applications - Murphy Randle
- Functional Programming for the Web with Elm - Austin Bingham (ACCU 2017)
- Elm: Delightful Web Development - Amir Barylko
- Exercism.io
- Did You Get The Message?: Commanding the Elm Architecture - Kyle Kress (Develop Denver)
- Scaling Elm Apps - Richard Feldman (Elm Europe 2017)
- Elmbridge Curriculum: PDF | website
- Branching Out with Elm - Dave Fancher (NDC Conferences 2017)
- Avoiding the Nightmare on Elm Street - Thomas Anagrius (GOTO Stockholm 2017)
- Andy Balaam: Elm Basics & Elm makes me happy
- Elm and Web Components - Richard Feldman (React Vienna 2016) & elm-google-maps - Richard Feldman & elm-polymer-calendar - Fred Yankowski
- Elm, putting the fun in functional - Philip Poots (LondonJS 2016)
- Awesome Elm
- Elm-Live (development server)
- Elmcast.io: Elm Toolbox #1: Platform | Elm Toolbox #2: Utilities
- Elm: RunElm.io: JSBin for Elm | Try Elm (online editor) | RunElm.io | Online Elm repl | overview | docs | examples | architecture tutorial | blog | packages | platform | slack | debugger
- Intro to Elm - Richard Feldman (2016)
- Elm for Javascript Developers - Jack Franklin (PolyConf 16)
- How to create a SPA application in Elm 0.18 (from scratch) - Adrián Ribao
- Confident Frontend with Elm - Jack Franklin (Full Stack Fest)
- Intro to Elm - Alan Gardner (2016)
- Elm for the Frontend, Right Now (Updated for Elm 0.18) - Brad Grzesiak
- Understanding the Elm type system - Adam Waselnuk
- Elm and Haskell: Getting off the island. Way off - Amitai Burstein (DrupalCon Vienna 2017)
- Elm: Commands and Subscriptions and Ports. Oh My! - Bill StClair
- Elm Cheat Sheet - Sergey Keller
- Elm Style Guides NoRedInk | Ossi Hanhinen
- Elm FAQ
- elm-by-example.org - Grzegorz Balcerek | code examples
- jsbin-style Glot.io
- Elm by Example: Soup to Nuts - Part 1 - Dorian Karter (Hashrocket)
- create-elm-app: Create Elm apps with zero configuration - Eduard Kyvenko
- London Elm Meetup at Plumbee Games
- Elm or how I learned to love front end development - Marco Perone
- awesome-elm - Ruslan Ismagilov
- Elm in the real world - Ossi Hanhinen
- Elm Friday - Bastian Krol: What Is Elm? | Installing Elm | Hello World | Hello World 2.0 | Functions | Type Annotations | Lists | Imports | Type System Basics: Tuples, Type Aliases and Records | Type System Basics: Union Types and Tagged Unions
- Typed up CRUD SPA with Haskell and Elm - Magnus Rundberget: Part 1: Spike time | Part 2: Persistence up and running | Part 3: Routing
- Real World Elm - Michael Rijnders: Part 1 | Part 2
- Elm Explained - Nik Silver
- Built With Elm
- Elm: In Theory and In Practice - Mark Wunsch, Harry's (FirstMark's Code Driven)
- Upgrading to 0.18
- Tasks in Elm 0.18: Changes for the Better - Bill Peregoy
- The Perfect Bug Report: Debugging With Elm 0.18 - Evan Czaplicki
- Typed up CRUD SPA with Haskell and Elm - Part 6: Elm 0.18 Upgrade - Magnus Rundberget
- Using Elm in Production at Pivotal Tracker - Jeff Schomay
- 6 Months of Elm in Production - Richard Feldman (Forward University)
- Integrating Elm at Clarity Voice - PragmaticStudio: Part 1 & Part 2
- On Storytelling - Evan Czaplicki (Deconstruct 2017)
- Web is ready for you, Elm - Birowsky
- Growing the Oasis: Elm in Production - Richard Feldman (June 2015)
- What does it mean to use Elm? - Max Goldstein
- Elm-Friendly Functional Programming For The Web - Luke Westby (GOTO 2016)
- Why I think Elm is the Future of Front End Development - Rishi Goomar
- Elm: The Game-Changer - Bastian Krol (RuhrJS 2016)
- Elm: Awesomesauce or just yet another language for the Front-end? - Magnus Rundberget
- Elm Programming Language - Jesse Williamson (FullStack Talks)
- Elm Revisited - Web Platform Podcast
- Move fast and don’t break things. Running a startup on Elm - Nils Eriksson
- Making the Web Functional - Chris McCord & Evan Czaplicki (Erlang Factory 2016)
- Using Elm in the newsroom - Elliot Davies
- NewMountain: A fun first app with Elm | Some thoughts on Elm Development - NewMountain | Let's Build a Productivity Timer App With Elm
- Make the Back-End Team Jealous: Elm in Production - Richard Feldman (StrangeLoop 2015) & Building a Live-Validated Signup Form in Elm
- Shipping a Production Web App in Elm - Richard Feldman: Lambda Jam 2015 & LambdaConf 2015
- Let's be mainstream! User focused design in Elm - Evan Czaplicki (Curry On Prague 2015)
- Accidentally Concurrent - Evan Czaplicki (CodeMesh London 2015)
- Becoming-Functional (Bill Peregoy)
- Brian Hicks
- Dennis Reimann
- Elm Shorts
- Elm Weekly
- elm-lang.org/blog
- Gizra
- LambdaCat
- NoRedInk
- Magnus Rundberget
- Simon Hampton
- Thoughtbot
- Twitter - elmlang
- 25 Elm examples - starting from an static view and gradually progressing to an interactive web app with routing - Bryan Jennings
- elm-examples: Practical Elm examples - Eduard Kyvenko
- Elm SPA example - Richard T Feldman
- Phoenix Elm Battleship - Ricardo García Vega
- elm-autocomplete - Greg Ziegan
- Creating a Fun Game with Elm - Andrey Kuzmin & Kolja Wilcke (Curry On 2016)
- Start app - Evan Czaplicki
- How to Create Tetris in Elm - Captain Coder
- Elm in the wild: A Sandwich Delivery Game - Matthias Putz
- API Design Session: elm-autocomplete - Evan Czaplicki
- elm-tutorial-app: example Elm single page application - Sebastian Porto
- Composing Features and Behaviours in the Elm Architecture - Fred Daoud: 0: Intro | 1: Creating a Feature | 2: Connecting Features Together | 3: Multiple Listeners | 4: Composing Features & Summary of Daoud's ideas - LambdaCat
- svgbob: Converts ascii scribbles to svg - Ivan Ceras
- recall-elm - Will Mruzek
- haskell-elm-todo-app - Jens Krause
- elm-slice-show - Andrey Kuzmin
- orbital-game - Joakim Kolsjö
- rocket-elm - Jamon Holmgren
- Exploring Elm with a Typeahead - Aristides Staffieri
- Investments calculator | live example
- Landscape: architecture diagramming - Jessica Kerr
- elm-goban: Play | Github
- capodicis-notes: Chrome extension that allows you to make notes on webpages & mark them as "done" and summarize pages - mcapodici | Writing a Chrome extension with Elm - Cezar Halmagean | chrome-query-params - Oliver Ash
- Richard Feldman's Elm Workshop: 2016 | LambdaConf 2015
- sketch-n-sketch - Ravi Chugh et al.
- take-home: open-source project with every server-side and client-side component written in Elm - NoRedInk | Wiki (with good notes about Elm Native
- elm-flatris - Andrey Kuzmin
- Highcharts.js integration in Elm - San Gillis
- Celestia - John P. Mayer
- Chess - Grzegorz Balcerek
- Connect Four: Jack Franklin | Brad Urani
- Dreamwriter - Richard Feldman
- Using Elm to Create a Fun Game in Just Five Days - Kolja Wilcke & Andrey Kuzmin & Progress recap: Elm Street 404 -
- Elm Checkerboard Tutorial - Hassan Hayat
- Elm-Hedley: Thinking (And Choosing) Elm | App Overview
- Elmtris - Joseph Collard
- Game of Life - Juan Lulkin
- Gravity
- Minesweeper - a brief journey from JavaScript/React to Elm - Magnus Rundberget
- Elm-missile-command
- Elm-snake (game) - Yan Cui & Snake in Elm - Joel Chelliah
- Preselm - Grzegorz Balcerek
- Rolling Random Romans - Joël Quenneville
- Vessel
- Zombie Dice Score Card in Elm - James Hughes | source code
- Sydron: github events visualized - Jessica Kerr
- elm-taco: a simple concept for managing common information in large Elm SPAs - Ossi Hanhinen
- How I Structure Elm Apps - Kris Jenkins
- KnowThen.com - James Moore: Elm for Beginners | Elm Beyond the Basics (non-free) | Beyond the Basics source companion
- Elm Koans - Robert J. Looby
- Elm - Ronn Ross & Murphy Randle (EggHead.io)
- Elm Meetup (DailyDrip.com)
- (Excellent! I highly recommend!): Mike Clark - Pragmatic Studio: Elm: Building Reactive Web Apps & Elm: Signals, Mailboxes & Ports
- DailyDrip.com - Elm
- Functional Programming in Elm - John Kelly (CodeHS.com)
- CSS As Bytecode - Richard Feldman (ReactiveConf 2017)
- Matthew Griffith: Understanding Style - Elm Europe 2017 | style-elements: Create styles that don't mysteriously break! | Introduction to Style Elements for Elm - Matthew D Griffith | elm-style-animation: The style animation library for Elm!
- Bill Peregoy: Test-Driving the Elm Style Elements Library & Responsive Design with Elm Style Elements
- The Design Evolution of elm-css and elm-test - Richard Feldman (Oslo Elm Day 2017)
- elm-css: Define CSS in Elm
- Elm UI - opinionated UI library and application framework for the web in Elm, following the Elm Architecture
- Type Bombs in Elm - Kris Jenkins
- HTML-to-Elm: Interactively generates Elm code from your HTML
- Data Structures in Elm - NoRedInk.com
- Writing Friendly Elm Code - NoRedInk.com
- Maybe Thinking - Josh Clayton
- Elm Maybe - Dealing with null/Nothing - Magnus Rundberget
- Intro to Records in Elm - Wouter In t Velt
- Functional Sets - Brian Hicks: Part 1: Construction | Part 2: Rotation | Part 3: Balancing | Part 4: Membership and Size | Part 5: Folds | Part 6: Union and Remove | Part 7: Filter, Diff, and Intersect | Part 8: Map | Part 9: Wrap-Up
- Turn a JSON string Into Typed Data in Elm - Murphy Randle
- Bridging Elm and JavaScript with Ports - Josh Clayton
- json-to-elm & JSON2Elm.com
- json-to-elm - Noah Hall
- JSON-to-Elm generator - NoRedInk.com
- Breaking Down Decoders From the Bottom Up - Brian Hicks
- Banish Type Tedium with JSON to Elm - Brian Hicks
- Decoding JSON Structures With Elm - Josh Clayton
- elm-demystify-decoders - Ilias Van Peer
- Debugging JSON - Brian Hicks
- Composing Decoders Like LEGO - Brian Hicks
- Decoding Large JSON Objects: A Summary - Brian Hicks
- Create Custom JSON Decoders in Elm 0.18 - Brian Hicks
- Json.Decode cheatsheet - Yang Wei
- Ellie (Elm Live Editor)
- HTML to Elm (webpage for inputting HTML and outputting Elm)
- lambdatoast/elm.vim & ElmCast/elm-vim for vim
- jcollard/elm-mode for Emacs (if you're into that kind of kinky stuff)
- elm-format formats Elm source code according to a standard set of rules based on the official Elm Style Guide
- elm-light - Elm language plugin for Light Table- Magnus Rundberget & docs
- elm-light demo
- Elm Light Guide: download PDF | online
- LightTable & demo video
- Elm Native UI: Writing a React Native app in Elm - Ossi Hanhinen
- elm-native-ui: Building mobile apps with Elm powered by React Native
- elm-decode-pipeline
- Example of how to integrate Elm with HTML and JS - Evan Czaplicki
- Interop(erability) & code example
- Decoding JSON With Dynamic Keys - Brian Hicks
- json-server (Get a full fake REST API with zero coding in less than 30 seconds (useful for development)
- Live Coding an Instagram Clone Using Elm - Rudolf Olah (CodeMentor)
- Coding the A* Pathfinding Algorithm - Jamon Holmgren and Chris Krycho
- Elm package documentation
- Elm search (by function name or approximate type signature)
- Elm devtool: attempt to use Elm's (time-traveling) debugger on Chrome DevTools
- create-elm-app: Create Elm apps with zero configuration
- elm-vega: Elm-Vega/Lite integration for functional declarative visualization & vega-lite & Vega
- Kanelm - Kanban board
- elm-verify-examples (doctests)
- Elmalytics: view the Elm package and project ecosystem at a high level
- Trending packages on Github
- Elm package repository
- A Form Validation Library for Elm: My First Published Library for Elm - Bill Peregoy
- elm-audio
- elm-core
- elm-graphql
- elm-html
- elm-http
- elm-make
- elm-new: Generates a project scaffolding for rapid prototyping of Elm apps - Simone Vittori
- elm-lang/navigation - SPA routing / managing browser navigation
- elm-plot & examples
- elm-router - Hassan Hayat
- elm-route-hash - Ryan Rempel
- elm-tutorial-app - Sebastian Porto
- elm-undo-redo - Hassan Hayat
- elm-web-api - Ryan Rempel
- generator-elmlang (for Yeoman) - Gizra
- react-elm-components: Write React components in Elm - Evan Czaplicki
- tasksched - An opinionated Taskwarrior web UI. Great for scheduling when to do your tasks - Kamila Součková
- WebGL
- Phoenix & Elm landing page (pt.1) - Ricardo García Vega & Part 2
- firestorm: open-source forum engine with Elixir+Phoenix backend and Elm frontend - Josh Adams
- phoenix-elm-scaffold - Andrew MacMurray
- Bill Peregoy: Integrating Phoenix and Elm Part 1 & Part 2 & elm-divide Github repo
- Phoenix and Elm, a real use case - Ricardo García Vega: Part 1: Introduction to creating a SPA with Phoenix and Elm | Part 2: Rendering the initial contact list | Part 3: Adding full text search and pagination navigation to the contact list | Part 4: Better state with union types, search resetting and keyed notes | Part 5: Implementing Elm routing | Part 6: Phoenix and Elm communication through WebSockets
- Creating a Chatroom Using Phoenix, Elm, and Websockets - Jeremy Bellows (Oct 2016)
- Connecting Elm with Phoenix using Channels - Simon Hampton
- Elm Town Podcasts
- JS to Elm - John Otander
- Elm and Functional Programming with Evan Czaplicki and Richard Feldman (Changelog)
- Elm and Functional Programming with Richard Feldman (Changelog)
- Elm with Richard Feldman and Evan Czaplicki (Ruby Rogues)
- Elm with Evan Czaplicki and Richard Feldman (Javascript Jabber)
- Elm with Evan Czaplicki (MostlyErlang)
- Ports in Elm - Daniel Bachler
- elm-colors: Phoenix + Elm + Webpack + Heroku Example App - Joshua Clayton & live code example
- Elm Flux: Visualization of Elm Signals - Yang Wei
- A Step-to-step Guide to Elm Signals - Yang Wei
- Signals in Elm - Daniel Bachler
- ElmConf: 2017 | 2016
- Oslo Elm Day 2017
- Elm and React in production - Richard Feldman (ReactiveConf 2016)
- Elm Europe 2017
- ElmConf 2016
- Making Impossible States Impossible - Richard Feldman
- Beyond Hello World and Todo Lists - Ossi Hanhinen
- Code Is the Easy Part - Evan Czaplicki
- Rolling Random Romans - Joël Quenneville
- Building an Interactive Storytelling Framework in Elm - Jeff Schomay & API Design Session - Elm Narrative Engine with Jeff Schomay & Evan Czaplicki
- The Clockwork Gardener: Growing an Elm App With Templates - Jessica Kerr
- 0-60 in 15 Minutes: Building a Real-time App with Elm and Horizon - Abadi Kurniawaan
- Q&A Panel
- Elm Meetup Videos (recorded/hosted by Josh Adams' DailyDrip.com)
- Exploring Elm Lang - Jack Franklin (JSCamp Romania 2016)
- Building a Graphical IDE in Elm - Claudia Doppioslash & ElixirConf.EU 2017
- Adventures in Elm - Jessica Kerr (GOTO 2016)
- Intro to Elm - Claudia Doppioslash
- Code Therapy - Danny O'Brien
- ElmLive (video tutorial series) - Aaron VonderHaar: Lights Out, Pt 1 | Lights Out, Pt 2 | Lights Out (Code) | Drag'N'Drop, Pt 1 | Drag'N'Drop, Pt 2 | Drag'N'Drop, Pt 3 | Drag'N'Drop, Pt 4 | #BlackLivesMatter, Pt 1 | #BlackLivesMatter, Pt 2 | AWS Cognito - Pt 1 | AWS Cognito - Pt 2 | Mandelbrot Magic, Pt 1 | Mandelbrot Magic, Pt 2
- Elm live coding sessions - Greg Ziegan
- Elm Solitaire game #1 - Martin Janiczek
- Elm: Frontend with Guarantees - Amitai Burstein
- Writing A Full Site in Phoenix and Elm - Brandon Richey: Part 1 | Part 2: Making HTTP Calls From Elm | Part 3: Navigation From the Ground Up
- Climbing into Elm - Murphy Randle (Utah Javascript Meetup 2014)
- How to Think Elm - Amitai Burstein (Gizra)
- Skillscasts
- Elm Remote Meetup #2 - Luke Westby & Josh Adams | slides | code
- What to do with your new Elm install - Claudia Doppioslash
- My adventure with Elm - Yan Cui (New Developers Conference 2015)
- Elm on the Functional Frontier - Richard Feldman
- Elm Is Coming - Kris Jenkins
- Composing Styles in Elm (Beginners) - Devan Stormont
- Building a Game in Elm - Brad Urani: 1a | 1b | 2 | 3
- Developing Games in Elm - Laurence Roberts: Functional Programming | Signals
- Learning FP the hard way: Experiences on the Elm language - Ossi Hanhinen
- Elm: Functional, Reactive, for the Web - Grzegorz Balcerek (LambdaDays 2015)
- Elm Tutorial (5 talks) - Goran Milovanovic
- N Languages in N Months: Functional Fall: Elm - John Mayer (Hakka Labs)
- Functional programming for the Web: Elm (Kris Jenkins), Haskell (Christian Takle), Clojurescript (Sonny To)
- Road to Elm - LamdaCat: Index | Currying, The Unknown | Lists, Arrays, Sets, and Dictionaries | Records & Tuples | Destructuring
- Richard Feldman - Twitch.TV
- Functional reactive programming in Elm - Sergei Winitzki & slides (PDF)
- Elm - Evan Czaplicki
- Phoenix with Elm - Alan Gardner: Video (ElixirConf 2015) | Blog Pt 1 | Blog Pt 2 | Blog Pt 3 | Blog Pt 4 | Blog Pt 5 | Blog Pt 6 | Blog Pt 7 | Blog Pt 8 | Blog Pt 9 | Blog Pt 10 | Blog Pt 11 | Blog Pt 12 | Blog Pt 13
- Effects As Data - Richard Feldman (Reactive 2015)
- Introduction to Functional Reactive Programming with Elm - Isaac Shapira
- Elm architecture tutorial - Evan Czaplicki
- Geocoding With Elm and ArcGIS - Kris Jenkins: Part 1 | Part 2 | Part 3
- Brandon Richey: Getting Started with Elm | Understanding Elm: Signals, Mailboxes, Addresses, and Actions | Applying Signals and Actions to our App | Setting Up Elm With Phoenix
- Dennis Reimann: Elm Modules and Imports | Functions
- elm-d3: Front-end Development Without Frameworks (C◦mp◦se :: Conference 2015)
- Building Web Apps in Elm - Jivago Alves (PolyConf 2015)
- How to Create Tetris in Elm - Captain Coder: All videos | 1: Basics | 2: Block | 3: Tetromino | 4: Rotate | 5: Shift | 6: Input & Signals | 7: State & foldp | 8: Tick and merge | 9: More Ticking | 10: Board | 11: Clearing Lines | 12: Board Rules | 13: Kick It! | 14: Random Values | 15: Stateful Bag
- Intro to the Elm Programming Language - Ryan Levick (Strange Group Meetup 2014)
- Functional Reactive UIs with Elm - Shashi Gowda (Agile India 2014) & Slides & FunctionalConf 2014
- Elm Style Guide - NoRedInk
- Functional Reactive Programming in Elm - Evan Czaplicki (Philly ETE 2014)
- Martin Janiczek: Programming Projector in Elm - Routing, history 1/2
- Emacs Reference Card
- Emacs Manual: PDF | HTML - 1 page | HTML - page-per-node | compressed Postscript
- Magit User Manual: PDF
- Magit-Popup User Manual - Jonas Bernoulli: main page | PDF
- Visual Walk-through with screenshots
- Screencasts
- Magit: Git in Emacs - Jason Milkins (Grumpy Gits SG)
- Youtube screencasts
- Wiki
- Forum
- Cheatsheet
- Magit Reference Card
- Functional Programming in Erlang - Simon Thompson (University of Kent (UK))
- Spawned Shelter: collection of the best articles, videos and books for learning Erlang, the internals of its VM and other languages that run on top of it
- Learn You Some Erlang for Great Good! - Fred Hebert
- Erlang in Anger - Fred Hebert
- Spawned Shelter: Collection of articles, videos & books for learning Erlang
- Erlang Quick Reference Card v1.0, 2011-11-13, Pawel Stolowsk
- Awesome Erlang - Curated list of libraries, resources & more - David Robakowski
- Erlang Koans - Patrick Gombert
- Why We Chose Erlang over Java, Scala, Go, C - Colin Hemmings (QCon 2017)
- Solving the Stable Marriage problem with Erlang
- Erlang - TutorialsPoint
- Thinking in a Highly Concurrent, Mostly-functional Language - Francesco Cesarini (ElixirConf 2014)
- Advanced-Erlang.com
- ErlangCentral Wiki
- MostlyErlang.com
- Erlang: the Power of Functional Programming - Simon Thompson (EFLBA2017)
- The Erlang Runtime System (a.k.a., The BEAM Book): Github (source) & PDF
- Hitchhiker's Tour of the BEAM - Robert Virding
- BEAM Wisdoms: collection of easy to read (ELI5) articles as well as in-depth knowledge such as VM internals, memory layout, opcodes
- Erlang Garbage Collector - Lukas Larsson
- The Erlang VM or How I Stopped Worrying & Started Loving Parallel Programming - E.Stenman (GOTO 2013)
- Erlang/OTP System Documentation: PDF (includes all the following):
- Installation Guide: HTML
- System Principles: HTML
- Embedded System: HTML
- Getting Started With Erlang User's Guide: HTML
- Erlang Reference Manual User's Guide: HTML
- Programming Examples: HTML
- Efficiency Guide: HTML
- Interoperability Tutorial: HTML
- OTP Design Principles User's Guide: HTML
- Operation & Management (OAM) Principles: HTML
- Applications:
- Crypto: HTML & PDF
- Dialyzer: HTML & PDF
- Diameter: HTML & PDF
- Erlang Run-Time System App (ERTS): HTML & PDF
- Inets: HTML & PDF
- Kernel: HTML & PDF
- Mnesia: HTML & PDF
- Observer: HTML & PDF
- ODBC: HTML & PDF
- OS Mon: HTML & PDF
- ParseTools: HTML & PDF
- RelTool: HTML & PDF
- RuntimeTools: HTML & PDF
- SASL (System Architecture Support Libraries): HTML & PDF
- SSL: HTML & PDF
- Std Lib User's Guide: HTML & PDF
- Std Lib Reference Manual: HTML & PDF (I can't find the PDF for this)
- Tools: HTML & PDF
- Wx: HTML & PDF
- Xmerl: HTML & PDF
- More docs
- More modules
- More library docs
- Erlang/OTP 20.0
- An Erlang Course
- Erlang.org docs | erlang-questions (Google group)
- ErlDocs.com
- Getting Started with Erlang User's Guide - Ericsson
- System Principles User's Guide - Ericsson
- Erlang Reference Manual User's Guide - Ericsson
- Programming Rules and Conventions
- Time in Elixir
- Erlang Performance Lab (developer tool, not production monitoring): website | Youtube | Github | Twitter
- Erlang Performance Lab - Michal Slaski (Erlang & Elixir Factory SF 2017)
- Essential Erlang/OTP - Garrett Smith
- OTP Has Done It - Nick DeMonner (ElixirConf 2015)
- The Pooler Story: How I Learned OTP by Writing a Connection Pool - Seth Falcon (Erlang Factory SF 2013)
- The Zen of Erlang - Fred Hebert (Reactive Summit 2016)
- Intro to OTP in Elixir - Jesse J. Anderson (Full Stack Talks 2016)
- Erlang Micro-Services with all the Buzzwords - Chad Gibbons (Erlang Users Conference 17
- OTP in Elixir: Part 1 - Christian Di Lorenzo (Triangle |> Elixir)
- Erlang Design Principles
- [A Peek Inside Erlang's OTP - Steve Vinoski(https://www.youtube.com/watch?v=PkHZPTn1brc)]
- It's About the Guarantees - Fred Hébert
- Poolboy - Worker pool factory
- Managing processes with Poolboy in Elixir - Akash Manohar
- Elixir Poolboy Example - TheStoneFox
- Comparison of Erlang Runtime System and Java Virtual Machine - Tõnis Pool
- Faults, Scaling, and Erlang concurrency - Joe Armstrong (Stanford University seminar 2014)
- Intro to Erlang - Philip Clarke
- Erlang Express - Simon Thompson: 1: Basic Erlang I | 2: Basic Erlang II | 3: Sequential Erlang
- Writing Quality Code in Erlang - Garrett Smith (2014)
- Erlang User Conf 2016
- Functional Programming with Erlang
- Erlang Master Class (University of Kent): Class 1: Functional Programming | Class 2: Concurrent Programming | Class 3: OTP Behaviours & Releases
- Erlang videos (InfoQ)
- ErlangSolutions Youtube videos
- Erlang videos (Vimeo)
- Concurrency + Distribution = Scalability + Availability, a Journey architecting Erlang Systems - Francesco Cesarini (NDC London 2016)
- Introduction to Erlang - Steven Proctor (LambdaConf 2015)
- Faults, Scaling, and Erlang Concurrency - Joe Armstrong (Stanford Seminar)
- That's "Billion" With a "B": Scaling to the Next Level at WhatsApp - Rick Reed (Erlang Factory SF 2014)
- Scaling Distributed Erlang - Zandra Norman (ElixirConfEU 2016) | slides
- Rackspace interviews Erlang creators Joe Armstrong and Robert Virding
- Erlang Master Classes
- Erlang Factory SF 2015 videos
- An Introduction to Erlang (for Python programmers) - Paul Barry
- Intro to Distributed Erlang - Bryan Hunter
- How Events Are Reshaping Modern Systems - Jonas Bonér (Devoxx Belgium 2017)
- Rethinking Microservices with Stateful Streams - Ben Stopford (Devoxx Poland 2017)
- Building a Microservices Ecosystem with Kafka Streams and KSQL - Ben Stopford
- Event Sourcing, Distributed Systems & CQRS - Sebastian Daschner & scalable-coffee-shop (event-driven example app in Java)
- How to build an event driven, dynamically re configurable micro services platform - Sven Beauprez (Devoxx Belgium 2017)
- Exploring CQRS and Event Sourcing - Microsoft Developer Network
- Introduction to CQRS and Event Sourcing Patterns - Mathew McLoughlin (NDC Conference 2017) & example code
- Scaling Event Sourcing for Netflix Downloads - Karen Casella, et al.: Part 1 | Episode 2
- Effective Microservices in a Data-Centric World - Randy Shoup (GOTO Chicago 2017)
- Domain-Driven Design Quickly - Abel Avram and with Floyd Marinescu (free book from InfoQ)
- Developing Transactional Microservices Using Aggregates, Event Sourcing and CQRS - Chris Richardson: Part 1 & Part 2
- Events Are Not Just for Notifications - Greg Young (QCon 2011)
- Event Sourcing and CQRS from the Trenches - Sidney Shek (YOW! Lambda Jam 2016)
- Reactive Microservices Architecture (Jonas Bonér) (free book from O'Reilly)
- The evolution of scalable microservices - Jonas Bonér
- The Many Meanings of Event-Driven Architecture - Martin Fowler (GOTO Chicago 2017)
- CQRS and an Event Sourcing Architecture With Spring - Eugen Paraschiv (VoxxedDays Bucharest 2016)
- Migrating to Microservice Databases: From Relational Monolith to Distributed Data - Edson Yanaga (free book from O'Reilly)
- The Evolution of Microservices - Adrian Cockcroft (Association for Computing Machinery (ACM) 2016)
- Principles Of Microservices - Sam Newman (Devoxx US 2015)
- DDD-CQRS-ES Slack group
- DDD/CQRS/Event Sourcing/Whatever Google group
- InfoQ: Microservices resources | CQRS resources | Reactive programming resources | Streaming resources | Container resources
- Steve Yegge's Google Platforms Rant
- CQRS & Event Sourcing blog - Daniel Whittaker
- When, Why, and How to CQRS - Sebastian Daschner (2017)
- The 6 Rules for Modernizing Your Legacy Java Monolith with Microservices - Kevin Webber (Lightbend)
- The Seven (More) Deadly Sins of Microservices - Daniel Bryant (GOTO Chicago 2017)
- Commander: Better Distributed Applications through CQRS and Event Sourcing - Bobby Calderwood & code
- Domain-Driven Design for the Database Driven Mind - Julie Lerman (2015)
- Built to last: A domain-driven approach to beautiful systems - Andrew Hao
- Implementing an Event-Driven Microservices Architecture: A Case Study of Jet.com - Nikhil Barthwal (LambdaDays 2017)
- Conflict Resolution for Eventual Consistency - Martin Kleppmann (GOTO 2016)
- Microservices and the Inverse Conway Manoeuvre - James Lewis (NDC {London} 2017)
- Intro to CQRS and Event Sourcing Patterns - Mathew McLoughlin
- Intro to CQRS - Event Sourcing, Distributed Systems, & CQRS - Sebastian Daschner
- A Decade of DDD, CQRS, Event Sourcing - Greg Young (Domain-Driven Design Europe)
- What if we stored events instead of state? - Jef Claes
- Building Microservices with Event Sourcing and CQRS - Michael Ploed
- Microservices Resource Guidei - Martin Fowler
- Event Store and Web Applications - Greg Young
- Event Sourcing is actually just functional code - Greg Young
- Event Sourcing and Stream Processing at Scale - Martin Kleppmann
- Event Sourcing & Functional Programming: a pair made in heaven - Paul Szulc (Devoxx Poland 2015)
- Developing Functional Domain Models with Event Sourcing - Chris Richardson (Scala By The Bay 2015)
- DDD & REST - Domain Driven APIs for the web - Oliver Gierke (SpringOne Platform 2016)
- Developing Microservices With Aggregates - Chris Richardson: (SpringOne Platform 2016) & (Devox US 2017) & slides (SpringOne Platform 2016 & slides (DevNexus 2017) & slides (Munich Microservices Meetup 2015)
- CQRS/DDD by Greg Young (Professional.NET 2011)
- Event Sourcing - Martin Fowler
- Patterns and practices for real-world event-driven microservices - Rachel Reese (NDC Conferences 2016) (middle section is long digression on F#)
- Event Sourcing - Bryan Reinero (GoRuCo 2015)
- Introduction to Event Sourcing - Duncan Jones, HedgeFacts
- Develop faster with an open source microservices platform - James Strachan (Devoxx 2016)
- Polyglot Data - Greg Young (GOTO Conference 2014)
- CQRS and Event Sourcing - Greg Young (Code on the Beach 2014)
- Querying Event Streams - Greg Young (React 2014)
- CQRS Class - Greg Young
- Building and Deploying Microservices with Event Sourcing, CQRS and Docker - Chris Richardson
- Microservices Evolution: How to break your monolithic database - Edson Yanaga (Devoxx Belgium)
- Powering Microservices with Docker, Kubernetes, Kafka and MongoDB - Andrew Morgan (MongoDB Europe 2016)
- Event Sourcing and CQRS - Joe McBride
- How to Write Applications Using Event Souring and CQRS: X Crash Course - X-Team
- Event Sourcing and CQRS From the Trenches - Sidney Shek (YOW! Lambda Jam 2016)
- Immutability Changes Everything - Pat Helland
- CQRS with Elixir and Phoenix - Jean-François Cloutier
- Functional and Reactive Event Sourced Applications - Renato Cavalcanti ({codemotion Amsterdam 2016})
- Panel: "DDD/CQRS/ES" (wroc_love.rb 2015)
- Konrad Garus: Intro to Event Sourcing and Command-Query Responsibility Segregation | Achieving Consistency in CQRS with Linear Event Store | Writing an Event-Sourced CQRS Read Model | Persistence in CQRS Read Models
- Advanced Topics in Event Sourcing / CQRS / DDD - Sebastian Harko
- Patterns, Principles, and Practices of Domain-Driven Design - Scott Millett & Nick Tune
- Streaming Data - Andrew G. Psaltis
- Event Streams in Action - Alexander Dean
- Functional and Reactive Domain Modeling - Debasish Ghosh
- Kafka Streams in Action - William P. Bejeck, Jr.
- Microservice Patterns - Chris Richardson
- Reactive Design Patterns - Roland Kuhn with Brian Hanafee and Jamie Allen
- Versioning in an Event Sourced System - Gregory Young
- Explore DDD Conference 2017
- Domain Driven Design and Onion Architecture in Scala - Wade Waldron (Scala Days 2016)
- Tackling Complexity in the Heart of Software - Eric Evans (Explore DDD Conference 2017)
- Domain Modeling Made Functional - Scott Wlaschin (NDC {Sydney} 2017) & NDC {Oslo}
- DDD & Microservices: At Last, Some Boundaries! - Eric Evans (GOTO 2015)
- Modeling With Aggregates - Pieter Koornhof
- Domain-Driven Design Europe 2017
- Domain-Driven Design Europe 2016
- Functional Patterns in Domain Modeling — Debasish Ghosh (Scala World)
- Domain Driven Design: The Good Parts - Jimmy Bogard {NDC Sydney 2016}
- Event Storming - Alberto Brandolini (wroc_love.rb 2015)
- How To Distill The Core Domain From Your Legacy App (Live Coding) - Thomas Pierrain & Bruno Boucard (Explore DDD 2017)
- kafka.apache.org
- Thorough Introduction to Apache Kafka™ - Stanislav Kozlovski
- Publishing with Apache Kafka at The New York Times - Boerge Svingen (Confluent)
- Kafka Summit NYC 2017 videos & slides
- Ben Stopford (Confluent): The Data Dichotomy- Rethinking the Way We Treat Data and Services | Building Event-Driven Services with Apache Kafka | Putting the Micro into Microservices with Stateful Stream Processing
- Build Services on a Backbone of Events - Ben Stopford
- Distributed Commit Log: Application Techniques for Transaction Processing - David McNeil
- Distributed Commit Logs with Apache Kafka - James Ward (Devoxx Belgium 2016)
- Confluent.io: Blog | Resources
- Exactly-Once Semantics in Kafka: Listen up, I will only say this once! - Jason Gustafson
- When Microservices Meet Event Sourcing - Vinicius Gomes (O'Reilly Software Architecture Conference NYC 2017)
- Apache Kafka and the Next 700 Stream Processing Systems - Jay Kreps
- Reducing Microservice Complexity with Kafka and Reactive Streams - Jim Riecken (Scala Days New York 2016)
- Stream All Things - Patterns of Modern Data Integration - Gwen Shapira (GOTO Chicago 2017)
- A practical introduction to event sourcing and CQRS - Robert Lemke (Neos CMS 2017) (discusses Neos Flow for PHP)
- How to Build and Deploy Scalable Machine Learning in Production with Apache Kafka - Kai Waehner
- Standing on the Distributed Shoulders of Giants - Pat Helland (Kafka Summit 2017)
- fast-data-dev: Kafka Docker for development. Kafka, Zookeeper, Schema Registry, Kafka-Connect, Landoop Tools, 20+ connectors - Landoop
- Understanding Kafka with Legos - Jesse Anderson
- Using Apache Kafka as a Scalable, Event-Driven Backbone for Service Architectures - Ben Stopford
- Apache Kafka and the Rise of Stream Processing - Guozhang Wang
- Developing Real-Time Data Pipelines with Apache Kafka - Joe Stein
- Reactive Kafka - Rajini Sivaram (SpringOne Platform 2016)
- Introduction to Apache Kafka - James Ward (DevoxxUS 2017)
- Processing Streaming Data at a Large Scale with Kafka - Thijs Cadier (RailsConf 2017)
- Event sourcing in practise - lessons learned - Jfokus 2017
- Intro to Apache Kafka and Real-Time ETL for DBAs - Gwen Shapira and Jignesh Shah
- Handling GDPR: How to make Kafka Forget - Ben Stopford
- Delete Arbitrary Messages from a Kafka - Ben Stopford
- Apache Kafka Streams API - Tim Berglund (Confluent): 1. Intro to Streams | 2. Creating a Streams Application | 3. Transforming Data, Part I | 4. Transforming Data II
- Kafka Streams documentation
- Kafka’s Streams API for Highly Scalable Machine Learning & Deep Learning in Real Time - Kai Waehner (Confluent)
- Ranking Websites in Real-time with Apache Kafka’s Streams API - Hunter Kelly
- How to use Apache Kafka to transform a batch pipeline into a real-time one - Stéphane Maarek
- Rethinking Stream Processing with Apache Kafka - Michael Noll (Berlin Buzzwords 2017)
- Introducing Kafka Streams the New Stream Processing Library of Apache Kafka
- ETL Is Dead, Long Live Streams: real-time streams w/ Apache Kafka - Neha Narkhede
- Unifying Stream Processing and Interactive Queries in Apache Kafka - Eno Thereska
- Crossing the Streams: Joins in Apache Kafka - Florian Troßbach & Matthias J Sax
- Interactive Queries in Apache Kafka Streams - Florian Troßbach
- Apache Samza: Distributed stream processing framework
- Real-time Financial Alerts at Rabobank with Apache Kafka’s Streams API - Jeroen van Disseldorp
- Pinot: Realtime distributed OLAP datastore (LinkedIn)
- Streaming Data Pipelines with Brooklin - Samarth Shetty, LinkedIn (5/24/17)
- Introducing KSQL: Open Source Streaming SQL for Apache Kafka - Neha Narkhede
- KSQL: A Streaming SQL Engine for Apache Kafka - Tim Berglund
- Disaster Recovery for Multi-Datacenter Apache Kafka Deployments - Yeva Byzek
- Things We Wish We Knew Before Operationalising Kafka - Sreekanth Ramakrishnan (BigData.SG & Hadoop.SG)
- Tuning Kafka for low latency guaranteed messaging -- Jiangjie (Becket) Qin (LinkedIn), 6/15/16
- Running Kafka in Production: lessons learned - Ivan Dyachkov (Klarna the KonferenSE 2016)
- Scaling Slack’s Job Queue - Saroj Yadav, et al. (Slack)
- Secor: Service implementing Kafka log persistence
- Bifrost: Safely archive data from Apache Kafka to S3 with no Hadoop dependencies
- Distributed Sagas: A Protocol for Coordinating Microservices - Caitie McAffrey: (.NET Fringe 2017) | On the Beach 2017 (Malaga, Spain)
- A Saga on Sagas - Microsoft Developer Network
- If (domain logic) then CQRS, or Saga? - Udi Dahan (Domain-Driven Design Europe 2017)
- Using sagas to maintain data consistency in a microservice architecture - Chris Richardson (DevoxxUK 2017)
- Applying the Saga Pattern - Caitie McCaffrey (GOTO 2015)
- Failing (and recovering) asynchronously: a saga - Daniel Solano Gómez
- Long Running Processes with Event Sourcing and CQRS - Andriy Drozdyuk
- Microservices + Events + Docker = A Perfect Trio - Chris Richardson
- The Saga Pattern - Robert Pankowecki (wroc_love.rb 2016)
- Commands, Queries and Consistency - Udi Dahan (Norwegian Developers Conference (NDC) 2012)
- Distributed Sagas: A Protocol for Coordinating Microservices - Caitie McCaffrey
- If (domain logic) then CQRS, or Saga? - Udi Dahan (Domain-Driven Design Europe 2017)
- Sagas (the original paper) - Hector Garcia-Molina & Kenneth Salem (1987)
- We Hear You Like Papers: Eventual Consistency - Caitie McCaffrey
- Yes, Virginia, You Really Do Need a Schema Registry - Gwen Shapira (Confluent)
- The Elephant in the Room - Greg Young (DDD eXchange 2017)
- The Dark Side of Event Sourcing: Managing Data Conversion - Michiel Overeem, Marten Spoor, and Slinger Jansen
- DevOps @ Amazon: Microservices, 2 Pizza Teams, & 50 Million Deploys a Year - Chris Munns (Canadian Executive Cloud & DevOps Summit 2016) & slides
- Microservices at Netflix Scale: Principles, Tradeoffs & Lessons Learned - R. Meshenberg (GOTO Amsterdam 2016)
- Enabling Microservices @ Orbitz by Steve Hoffman (DevOpsDays Chicago 2015)
- What I Wish I Had Known Before Scaling Uber to 1000 Services - Matt Ranney (GOTO Conf)
- Mastering Chaos - A Netflix Guide to Microservices - Josh Evans
- Microservices @ Spotify - Kevin Goldsmith
- Messaging and Microservices - Clemens Vasters (GOTO Amsterdam 2016)
- From Monolith to Microservices at Zalando - Rodrigue Schaefer (GOTO Stockholm 2016)
- The Microservices Journey from a Startup Perspective - Susanne Kaiser (GOTO Berlin 2016)
- The Frontend Taboo: a Story of Full Stack Microservices - Luis Mineiro & Moritz Grauel (GOTO Berlin 2016)
- DDD & Microservices: At Last, Some Boundaries! - Eric Evans (GOTO Berlin 2015)
- 50 Bodyweight Exercises You Can Do Anywhere - Laura Schwecherl
- 10-minute home toning workout - NHS.uk
- Slide show: Exercises to improve your core strength - Mayo Clinic
- Top 25 At-Home Exercises - AceFitness.org
- Intro to Computational Finance and Financial Econometrics - Eric Zivot (University of Washington)
- Topics in Mathematics With Applications in Finance (MIT)
- Plain Functional Programming - Martin Odersky (Devoxx Belgium 2017)
- An introduction to functional programming - Mary Rose Cook
- What Is Functional Programming? - Kris Jenkins
- Functional Programming Patterns for Mere Mortals - Daniel Chambers (NDC {Sydney} 2017)
- How to Get Started With Functional Programming - Julia Gao (StrangeLoop 2016)
- What does it mean when code is “easy to reason about”? - Preethi Kasireddy
- Why Programmers Need Limits - Charles Scalfani
- So You Want to be a Functional Programmer - Charles Scalfani: Part 1 | Part 2 | Part 3 | Part 4 | Part 5 | Part 6
- Awesome Functional Programming [Links]- Denis Stoyanov
- Functional Programming and Functional Thinking - Tony Morris
- Point-Free or Die - Tacit Programming in Haskell and Beyond - Amar Shah
- Designing with Capabilities - Scott Wlaschin
- Thirteen ways of looking at a Turtle - Scott Wlaschin (NDC {London} 2017)
- Selfish Purity: How Functional Programming Makes Every-Day Jobs Easier - Daniel Spiewak (Jfokus 2015)
- What is functional programming? - Kris Jenkins
- Why Bother With FP? - Tomek Borek (Lambda Days 2015)
- Currying vs Partial Application - Dave Atchley
- An Invitation to Functional Programming - Rúnar Bjarnason (Lambda Days 2015)
- Functional Programming from First Principles - Erik Meijer (goto; conference)
- Why I Like Functional Programming - Adelbert Chang (LambdaConf 2015)
- Modeling your domain - Norbert Wojtowicz (Lambda Days 2016)
- Functional Design Patterns - Scott Wlaschin
- Functional programming design patterns - Scott Wlaschin (New Developers Conference London 2014
- F# for Fun and Profit: "I hope to open your mind to the joys of functional programming" - Scott Wlaschin
- Changing the Unchangeable: The Hows and Whys of Immutable Data Structures - Brad Urani (RubyConf 2015)
- Carefully Composing Logic: Functional JavaScript - Brad Urani (JS.la 2015)
- Professor Frisby's Mostly Adequate Guide to Functional Programming: Webpage | Online | PDF | ePUB | MOBI | Videos
- A purely functional approach to building large applications - Noel Markham (Lambda Days 2015)
- Functional programming patterns for the non-mathematician - Brian Lonsdorf (FluentConf 2014)
- A Million Ways to Fold in JS - Brian Lonsdorf (Forward Summit 2015)
- An Introduction to Functional Programming - Andrew Smith & Noah Sluss (Code School)
- Functional Programming: The Failure of State - Robert C. Martin (NDC 2014)
- Don't fear the monad - Brian Beckman
- Improving your Web App with Functional Object-Oriented Design - Brad Urani
- Things That Matter - Bruce Tate (Lambda Days 2016)
- Lambda Days: 2016 | 2015
- (Updated) Functional Principles for OO Devs (Ordina 2015): Part 1 & Part 2: Property-Based Testing for Better Code
- Functional Principles for OO Development - Jessica Kerr (GOTO Conference 2014) & (Ruby MidWest 2013)
- Functional Programming and Ruby - Pat Shaughnessy (GoRuCo 2013)
- Immutable Ruby - Michael Fairley (MountainWest RubyConf 2013)
- The Database as a Value - Rich Hickey: GOTO Chicago talk | Out of the Tar Pit - Ben Moseley & Peter Marks | QConn NY talk
- Why Functional Programming Matters - John Hughes: Video (Erlang Factory 2016) | PDF | Postscript | Chinese
- Functional Programming and Ruby - Pat Shaughnessy (BostonRB.org)
- Y Not? - Adventures in Functional Programming - Jim Weirich (ScotlandJS 2012) RubyConf 2012
- Functional Thinking - Neal Ford & OSCON 2013
- Simple and Elegant Rails Code with Functional Style - Attila Domokos (RailsConf 2013)
- Brian Lonsdorf: Functors | F-Algebras, Pt 1 | F-Algebras, Pt 2 | F-Algebras, Pt 3
- Truth About Types - Bartosz Milewski (Lambda Days 2016)
- Propositions as Types - Philip Wadler (Lambda Days 2016)
- C9 functional programming lectures - Dr. Ralf Lämmel
- Functional Programming From First Principles - Erik Meijer (GOTO Chicago 2012)
- Type Theory and Functional Programming - Simon Thompson | PDF
- The Implementation of Functional Programming Languages - Simon Peyton Jones (1987)
- Implementing Lazy Functional Languages on Stock Hardware: The Spineless Tagless G-machine - Simon Peyton Jones (1992)
- LambdaConf (λC): 2017 | 2016 | 2015
- MoonConf 2016
- All the FP Talks at NDC Oslo 2016
- Curry On 2016
- Lambda Days (Erlang Solutions): 2017 | 2016 | 2015
- Compose Conference 2015
- Functional Works
- Basic Design in Functional Programming Languages - Tomasz Kowal (ElixirLive 2016)
- Data pipelines from zero to solid - Lars Albertsson (Jfokus 2016)
- Scalable real-time processing techniques - Lars Albertsson (SICS)
- Data pipelines - Lars Albertsson (NightHacking)
- Functional && Reactive - Preethi Kasireddy aka @iam_preethi (ReactEurope 2017)
- Functional Reactive Programming - Riccardo Terrell (Lambda Days 2016)
- Controlling Time and Space: Understanding the Many Formulations of FRP - Evan Czaplicki (StrangeLoop 2014)
- Observables Everywhere - Jeremy Foster (2016)
- Incremental computations and the web (OCaml) - Yaron Minsky (Jane Street)
- Keynote: Why Functional Programming Matters - John Hughes, Mary Sheeran (Lambda Days 2017)
- Some History of Functional Programming Languages - David Turner (Lambda Days 2017)
- Crash Course in Category Theory - Bartosz Milewski (ScalaIO France 2017)
- Category Theory for Programmers - Bartosz Milewski: Book PDF & Youtube lectures
- A Pragmatic Introduction to Category Theory - Daniela Sfregola (Lambda.World 2017)
- Category Theory in Life - Eugenia Cheng (Lambda.World 2017
- Practical Lambda Calculus - Jonas Winje, Einar Høst (Lambda Days 2017)
- The Lambda Calculus, General Term Rewriting and Food Nutrition - Brian Beckman and Erik Meijer
- Category Theory: The essence of interface-based design - Erik Meijer (Foo Cafe 2015)
- Category Theory for the Working Hacker - Philip Wadler: InfoQ & Lambda.World 2016
- Cats Infographic - Rob Norris
- Introduction to Lambda Calculus - Henk Barendregt & Erik Barendsen (2000)
- Lecture Notes on the Lambda Calculus - Peter Selinger
- Intro to Lambda Calculus - Cristian Giumale
- Category Theory: The essence of interface-based design - Erik Meijer (goto; conference 2012)
- Fun With the Lambda Calculus - Corey Haines (goto; conference 2015)
- Lambda Calculus - Jim Grandpre (Code Genius)
- Lambda Calculus - Dustin Mulcahey (Hakka Labs)
- Functors, Applicatives, And Monads In Pictures - Aditya Y. Bhargava
- A Fistful of Monads (Learn You a Haskell)
- Monads, Haskell, and Elm: A Socratic Dialogue
- Understand Monads with this One Weird Trick - Andy Bartholomew
- All About Monads | PDF version
- The Monad Challenges - Doug Beardsley
- Monads Asking the Right Question - Pawel Szulc (LambdaConf 2015)
- Monadic Design Patterns for the Web - Greg Meredith
-
ETA (Haskell-like language on the JVM): eta-lang.org | Tour of ETA | Github | Documentation
- International Conference on Functional Programming (ICFP): 2017 | 2016 | 2015
- Commercial Users of Functional Programming (CUFP): 2016 | 2015
- Compose Conference: 2017 | 2016
- Compose Conference Melbourne: 2017 | 2016
- Functional Conference (Bangalore): 2017 - FnConf2017 | 2016 - FnConf2016 | 2015 - FnConf2015 | 2014 - FnConf2014
- Lambda.World: 2017 | 2016 | 2015
- LDN Functionals (Functional Works)
- All ICFP videos
- Official documentation
- Git Reference
- How to Use Git and GitHub - Caroline Buckey & Sarah Spikes (Udacity.com)
- Git from the inside out - Mary Rose Cook
- Pro Git PDF mobi ePub
- Atlassian: Getting Git Right | Getting Started | Tutorials | Collaborating | Advanced Git
- Wrapping Your Head Around Git - Paolo Perrotta (Garden City Ruby 2015)
- Git/Github open source training resources
- Explain Git With D3 (interactive visual demos of Git commands)
- GitGuys.com
- Git talks - Confreaks.tv
- Git Immersion
- Git Ready
- Classy Git - Scott Chacon (RubyConf 2010)
- Git and GitHub Secrets - Zach Holman (Aloha Ruby Conf 2012)
- Git interactive cheatsheet
- Git cheatsheet
- Gitcasts.com Gitcasts on Blip.tv
- Git tutorial
- Git From the Bits Up - Tim Berglund
- Tig (Text-mode interface for Git)
- Hacker’s Guide to Git - Joseph Wynn
- Getting Git: Getting Effective Project Management - Scott Chacon (Scotland on Rails 2009)
- Git and GitHub Secrets by Zach Holman
- Introduction to Git - Scott Chacon (GitHub)
- Git in One Hour - Scott Chacon
- Git Happens - Jessica Kerr (@jessitron)
- grb - Git Remote Branch ruby gem
- Git from the Bottom Up
- Deliberate Git - Stephen Ball (SteelCityRuby 2013)
- Git Interactive Rebase, Squash, Amend and Other Ways of Rewriting History - Tute Costa
- Git: Checkout multiple branches at the same time
- Tracking method history in git & method_log Ruby gem
- Git From the Bits Up - Tim Berglund (Jfokus 2016)
- Help
- Github Cheat Sheet
- Developer docs
- gitsuggest: suggests Github repositories based on repositories you've shown interest in
- Haskell: main site | wiki | learning resources | tryhaskell.org | Hoogle (Haskell API search engine) | Hackage (Haskell package archive) | GHC user's guide | Tutorials | Haskell libraries
- Hackr.io Haskell resources
- Type introduction illustrated for casual Haskellers - Takenobu T.
- Write You a Haskell: Building a modern functional compiler from first principles - Stephen Diehl
- Learn Haskell | Specific topics for Haskell users
- PlanetHaskell
- Haskell Koans - Vancouver Haskell Meetup
- Modeling Data in Haskell for Beginners - Chris Allen (LambdaConf 2015)
- StackBuilers.com tutorials & Github
- Type Classes Vs the World - Edward Kmett (Boston Haskell 2015)
- Reflecting on Haskell in 2017 - Stephen Diehl
- Facebook’s New Spam-Killer Hints at the Future of Coding - Cade Metz (Wired)
- The Road to Running Haskell at Facebook Scale - Jon Coens (Code Mesh London 2015)
- Simon Peyton-Jones and John Hughes - It's Raining Haskell
- Bartosz Milewski's Programming Cafe
- Chris Done
- Haskell for All - Gabriel Gonzalez
- Haskell Weekly
- Neil Mitchell
- Learn You a Haskell for Great Good!
- Real World Haskell - Bryan O'Sullivan, Don Stewart, and John Goerzen
- Gentle Introduction to Haskell 98 - Paul Hudak, John Peterson & Joseph Fasel
- Haskell Programming From First Principles - Christopher Allen & Julie Moronuki [NON-FREE but excellent] | Exercises and notes for book "Haskell Programming from first principles" - Lukas Lehner | Git repo with PDFs of all follow-up resources mentioned in HaskellBook
- GHC User Guide: PDF | HTML
- Lazy Evaluation Illustrated for Haskell Divers - Takenobu T.
- Introduction to Haskell (lecture notes & code) - Noam Zilberstein (UPenn, Spring 2015)
- Parallel and Concurrent Programming in Haskell - Simon Marlow
- Haskell Everywhere! - Todo apps in Haskell
- Finite-State Machines, Part 1: Modeling with Haskell Data Types - Oskar Wickström
- HAXL: Haskell library that simplifies access to remote data, such as databases or web-based services
- Dropbox Hack Week: GraphQL Server in Haskell - Chad Austin | Datagraph code
- Spock: lightweight Haskell web framework inspired by Ruby's Sinatra: website | Github | tutorial
- Spock – Powerful Elegant Web Applications using Haskell - Alexander Thiemann (f(by)15)
- Haskell eXchange 2017
- Haskell Implementors' Workshop (HIW): 2017
- Haskell 2016 (Japan)
- Haskell Keynotes ZuriHac 2017
- Haskell video collection (InfoQ)
- Modeling Data in Haskell for Beginners - Chris Allen (LambdaConf 2015)
- Haskell is Not For Production and Other Tales - Katie Miller (Linux.conf.au 2016) | slides
- Introduction to Functional Programming - Erik Meijer
- Functional Programming Fundamentals - Erik Meijer & Youtube
- Learn Haskell in One Video - Derek Banas
- Haskell Basics - FunFunFunction #35
- Haskell Stack Mega-Tutorial - Christopher Allen
- A Practical Introduction to Haskell GADTs - Richard Eisenberg (LambdaConf 2015)
- A History of Haskell: Being Lazy With Class - Arthur Vard
- Adventure With Types in Haskell - Simon Peyton Jones: Lecture 1 | Lecture 2
- Classes, Jim, but not as we know them - Simon Peyton Jones (Microsoft Development Center Copenhagen TechTalk)
- Beginner's Guide to Exceptions in Haskell - Erin Swenson-Healey
- Fun with type functions - Simon Peyton Jones (Microsoft Development Center Copenhagen TechTalk)
- Haskell Amuse-Bouche - Mark Lentczner (GoogleTechTalks 2011)
- Many videos on Purescript & Haskell - kritzcreek
- Writing a Game in Haskell - Elise Huard
- A Year of Haskell - Justin Leitgeb (Lambda Days 2015)
- Haskell for Everyday Programmers - Venkat Subramaniam (Functional Conf Bangalore 2014) & code examples
- The Haskell Cast #2 - Don Stewart on Real World Haskell | #4 - Simon Marlow on Parallelism and Concurrency
- Haskell Talks: Erik Hinton, Programmer with New York Times: Part 1 | Part 2
- Developing Web Applications with Haskell - Alejandro Serrano (LambdaConf 2015)
- Exact Real Arithmetic in Haskell - Mitchell Riley (Brisbane Functional Programming Group, May 2015)
- HTML5 Security: Part 1 - Same Origin Policy Basics | Part 2 - postMessage Vulnerabilities | Part 3 - CORS
- HTML Iframes, iframe Tag With All Attributes Explained - PJ Codingschool
- IFrames in HTML for Code Reuse - Eli the Computer Guy
- Working with Indexed DB - Google Chrome Developers
- Getting Started with indexedDB - All Things Javascript
- An empty database in every pocket - Phil Nash (Devoxx Poland 2017)
- HTML Crash Course for Absolute Beginners - Traversy Media
- Learn to Code HTML & CSS
- MarkSheet: Free HTML & CSS tutorial
- CodePen.io
- Smashing Magazine
- Dive into HTML 5 - Mark Pilgrim
- Mozilla MDN
- HTML5 Boilerplate
- HTML5 Doctor
- HTML5 Developer Conference
- HTML5 Please
- Build An HTML5 Website With A Responsive Layout - Traversy Media
- Web Development In 2017 - A Practical Guide - Traversy Media
- Web APIs You [Probably] Didn't Know Existed - (NEJS Conf)
- Box shadows
- Can I Use?
- Datalists
- Transition timing functions
- HTML5 Canvas Animation With Javascript - Josh Robertson (MountainWest JavaScript 2014)
- A Rubyist's Guide to the Canvas API - H. Dean Hudson (CascadiaRuby 2012)
- Mozilla MDN
- HTML5: How to Build Progressive Web Apps with Local Storage and IndexedDB - Brian Greig
- Working With IndexedDB - Raymond Camden - Part 1 Part 2 Part 3
- db.js (wrapper for IndexedDB)
- indexeddb-backbonejs-adapter
- Deep Dive into the HTML5 IndexedDB
- IndexedDB - Mozilla Developer Network
- Using the HTML5 IndexedDB API - Brian Stewart
- Quick Tip: Store Data in the Browser with IndexedDB - Martin Angelov
- Who Needs MySQL When There Is IndexedDB? - NewRelic
- How the browsers store IndexedDB data - Aaron Powell
- Progressive Web Apps Course - Google Chrome Developers
- A Beginner’s Guide To Progressive Web Apps - Kevin Farrugia
- What are Progressive Web Apps? - Max Lynch
- Everything You Should Know About Progressive Web Apps - Danny Markov
- Building Progressive Web Apps Today - Thao Tran (Chrome Dev Summit 2016)
- Instant Loading: Building offline-first Progressive Web Apps - Google I/O 2016 - Jake Archibald
- [Your First Progressive Web App - Google](https://developers.google.com/web/fundamentals/getting-started/codelabs/your-first-pwapp/(
- The Building Blocks Of Progressive Web Apps - Ada Rose Edwards
- Intro to Service Workers - Google Chrome Developers
- Going offline with Service Workers - Phil Nash
- How to Setup a Basic Service Worker (with Caching) - bitsofcode
- ServiceWorke.rs (Mozilla)
- Offline Web Applications Using IndexedDb & Service Worker - Google (Udacity)
- There is a client-side proxy (ServiceWorker) in your browser! - Ilya Grigorik (Velocity NYC 2015)
- Fundamentals of HTML5 Web Workers - Craig Shoemaker
- Using Web Workers (Mozilla MDN)
- JavaScript for Experienced Developers: Web Workers - Microsoft Virtual Academy
- InfluxDB: Open-Source Time Series Database - Paul Dix (Data Driven NYC / FirstMark Capital)
- InfluxDB workshop - Paul Dix (Monitorama PDX 2014)
- Grafana workshop - Torkel Ödegaard (Monitorama PDX 2014)
- All Monitorama PDX 2014 talks
- Khan Academy computer programming
- Javascript Basics
- Eloquent Javascript
- Javascript.com
- Learning JavaScript Design Patterns - Addy Osmani
- Learn JavaScript - Codecademy
- 23 Free JavaScript Books - HackerLists.com
- Essential JavaScript Links - Eric Elliott
- JavaScript tips
- Visualize JavaScript code execution
- SuperheroJS - curated JavaScript links
- JavascriptJabber.com (podcasts)
- The Javascript Show (podcasts)
- Codepen.io
- You Don't Know JS - Kyle Simpson
- Javascript Koans - Liam McLennan
- Advanced Introduction to JavaScript (Yakov Fain screencast)
- Advanced Scoping & Other Puzzles (Vincenzo Tilotta)
- Nice discussion of scope chains, hoisting, self-executing anonymous functions, execution context, closures & module pattern (starting 28 minutes in)
- Khan Academy
- Crockford videos: 1 2 3 4 5 6 7 8 Advanced Javascript Good Parts JS: Your New Overlord
- Mozilla MDN
- Programming JavaScript Applications - Eric Elliott
- The Two Pillars of JavaScript - Eric Elliott: Part 1: How to Escape the 7th Circle of Hell & Pt 2: Functional Programming - How to Stop Micromanaging Everything
- JS Objects - Kyle Simpson: Pt 1: Inherited a Mess, Pt 2: Distractions & Pt 3: De"construct"ion
- Javascript: Up to Speed (Tekpub)
- js-assessment
- Javascript Weekly (email list)
- Javascript at 17 - Brendan Eich (Fluent 2012)
- JSConf US 2013 videos
- JSConf US 2012 videos
- JSConf EU 2012 videos
- JSConf EU 2011 videos
- Javascript Masterclass - Angelina Fabbro (JSConfUS 2013)
- Douglas Crockford: Really. JavaScript. (JSConfUS 2013)
- JavaScript Essentials - Travis Tidwell
- Advanced HTML5 JavaScript: Down 'n Dirty - Kyle Simpson
- Javascript Best Practices - Thinkful.com
- Sitepoint - Javascript
- AngularJS Fundamentals in 60-ish Minutes - Dan Wahlin
- A comparison of the two-way binding in AngularJS, EmberJS and KnockoutJS - Marius Gundersen (JS Conf.eu)
- Syncing Async - Kyle Simpson & Promises: The Sync Problem, part 1, part 2, part 3, part 4 part 5
- Promises, Promises - Domenic Denicola
- Promises in Javascript - Paul Mooney
- JavaScript Promises: There and back again - ES6
- Promise Anti-Patterns
- Asynchronous JS: Callbacks, Listeners, Control Flow Libs and Promises
- Promise-Based Validation
- Callbacks are imperative, promises are functional: Node’s biggest missed opportunity
- Digging into Deferreds - Addy Osmani & Creating Responsive Applications Using jQuery Deferred and Promises
- jQuery.Deferred() & deferred.promise()
- jQuery.Deferred is the most important client-side tool you have
- Promise & Deferred Objects in Javascript, Pt 1 - Theory & Semantics & Pt 2 - Practice
- Understanding JQuery.Deferred and Promise
- What's The Point of Promises?
- Backbone.js
- Backbone Fundamentals
- Backbone in Baby Steps, part 1, part 2, part 2.5 & part 3
- BackboneConf 2013 videos
- TodoMVC Backbone example & code
- Introduction to Backbone.js - Nick Gauthier
- Put Some Backbone.js in your Apps (Sid Maestre)
- Three Client-side Web Apps (2 Backbone, 1 Ember) - Brian Kaney
- Backbone Tutorials
- Backbone: 3 Ways
- Backbone.js, Jasmine and Rails: A Lust Story - Austin Fonacier (LA Ruby 2013)
- Using Backbone.js With Rails: Patterns from the Wild - Sarah Mei (RailsConf 2012)
- Growing Up with Backbone - Tim Branyen
- Evening on Backbone.js/Views w/ Q&A with David Heinemeier Hansson - Intro to Rails followed by DHH arguing for Rails-generated (and "Russian-doll cached") HTML+JavaScript over client-side MVC except for the most complex cases
- Anatomy of Backbone - CodeSchool (non-free)
- Introduction to Backbone.js Part 1: Models Tutorial - First of a series of free videos all viewable on Youtube
- Structuring Complex Backbone.js Apps
- Dependency Injection for Fun and Profit - Sam Breed (BackboneConf 2013)
- Integration testing Backbone.js
- Testing your Backbone from the outside-in - James Newbery (Scotland.js 2012)
- Brunch.io
- Bower (package manager)
- Broccoli (asset pipeline / build tool)
- No More 'Grunt Watch': Modern build workflows with Broccoli (EmberConf 2014)
- Getting Started With Broccoli and Ember.js
- 7 Patterns to Refactor JavaScript Applications - Michael Phillips: Value Objects | Service Objects | Form Objects | Query Objects | Policy Objects | Decorators
- Airbnb's style guide
- Github's style guide
- JSHint (Github) & JSHint.com
- Javascript Development Workflow of 2013 - Paul Irish
- Writing Testable Javascript - Rebecca Murphey
- Official documentation & FAQ & list of text editor plugins
- Little Book on CoffeeScript (Alex MacCaw)
- Smooth Coffeescript HTML doc | PDF doc | HTML interactive
- Coffeescript Cookbook
- Coffeescript talks - Confreaks.tv
- Coffeescript Koans - sleepyfox
- Intro to Coffeescript - Aseem Kishore
- PencilCode.net (really fun!)
- CoffeeScript Ristretto Online
- Testing With CoffeeScript
- Cheat Sheet (Cheatography)
- CoffeeScript for the Rubyist - Mark Bates (RailsConf 2012) & Aloha RubyConf 2012
- CoffeeScript Presentation: Code Like You Talk - Omer Sensoy
- CoffeeScript: The Cool Parts - Charles Wood
- CoffeeScript - SDRuby
- CodeSchool.com (non-free)
- coffee-rails-source-maps
- API, wiki & documentation
- Beyond the Bar Graph - Joanne Cheng (Kod.io 2014)
- Data Visualization and D3.js (Udacity)
- Data Visualization with D3.js - Ray Villalobos (Lynda.com) (Non-free)
- D3.js Tutorial - Jérôme Cukier and Scott Murray (StrataConf 2013)
- D3 Tips & Tricks - Malcolm Maclean (optional/suggested donation)
- Getting Started With D3 - Mike Dewar & on Amazon
- D3: Data-Driven Documents - Stanford Computer Science Dept
- Javascript DOM Crash Course - Traversy Media: Part 1 | Part 2 | Part 3 | Part 4
- Learn JavaScript By Building a Bookmarker Application - Traversy Media
- JavaScript DOM Tutorial - The Net Ninja
- JavaScript and the DOM - @adamrecvlohe: Part 1 | Part 2
- Intro to the Document Object Model - Stefan Mischook
- JavaScript Editions ES7, ES8 and ES9 vs V8 - Rafael Casuso Romate
- 3 Features of ES7 (and Beyond) That You Should Be Using, Now - Derick Bailey
- Getting Started with ES2017/ES8 - Roland Guijt (Pluralsight)
- Say Hello to ES2017 - Ryan H. Lewis
- JavaScript Patterns for 2017 - Scott Allen
- ES6 Cheatsheet - David Leonard
- Modern JavaScript Cheatsheet - Manuel Beaudru
- ES6 Part 1: Destructuring - funfunfunction
- Learn ES2015: A detailed overview of ECMAScript 6 features - Babeljs.io
- ES6 In Depth Articles - Mozilla
- Using JavaScript from the Future in Your Rails App Today - Steve Kinney (RailsConf 2015)
- ES 2016: The Evolution of Javascript - Jafar Husain (MountainWest JavaScript 2015)
- Essential ES6 / ES2015 JavaScript - Kyle Robinson Young
- ES6 Katas
- Using ECMAScript 6 today - Dr. Axel Rauschmayer (RollingScopesConf 2015) - Part 1 & Part 2 & ECMAScript 6: what's next for JavaScript? (Frontendconf Zürich)
- JavaScript in 2015 - Glen Maddern
- Iterators and generators in ECMAScript 6 - Dr. Axel Rauschmayer
- es6-module-transpiler & many more ES6 transpilers
- ES6 module syntax
- ECMAScript 6, The Future of JavaScript - Axel Rauschmayer (Excellent after 10-min intro)
- ES6Fiddle.net
- ES6 Tools - Addy Osmani
- Rewriting a WebApp With ECMAScript 6
- Kyle Simpson: Basics, Diving Deeper, Going Async, Getting Concurrent
- Lazy, composable, and modular JavaScript - Mudit Ameta
- Functional Programming With Generators - Peter De Croos (Forward.JS 2014)
- Hanging Up on Callbacks: Generators in ECMAScript 6 - Erin Swenson-Healey (Forward.JS 2014)
- Hanging Up On Callbacks: Using ECMAScript 6 Generators - Erin Swenson-Healey
- A Study on Solving Callbacks with JavaScript Generators - James Long
- EmberJS: Website | Guides | API
- Sneak Peek at Ember 2.0 - Erik Bryn (San Francisco Javascript Meetup 2015)
- WickedGoodEmber 2015 videos
- Using Ember CLI as a Single Page Static Site Generator - Jessica Suttles
- How to Build a Rails 5 API Only and Ember Application - Santiago Pastorino
- Vic Ramon's Ember Tutorial
- EmberConf 2015 keynote - Tom Dale & Yehuda Katz
- EmberConf 2014 videos & slides
- Intro To Ember @ LinkedIn - Erik Bryn (2014)
- Ember Inspector (for browsers)
- Intro to Ember JS - Vic Ramon of Hashrocket
- An In-Depth Introduction to Ember.js - Julien Knebel
- EmberWeekly.com
- Ember js - An Application Framework For The Future - Joachim Haagen Skeie (Warm Croc Conference 2014)
- Emberwatch list of Ember talks, tutorials, screencasts & podcasts
- Awesome Ember Tricks - Robin Ward
- Boston Ember talks
- EmberWatch.com
- So, You're Thinking of Using Ember - Ralph Holzmann (JQuery Conf 2014)
- Common Pitfalls with Ember.js - Alex Speller (EmberFest 2014)
- The Ember.js Framework - Everything You Need To Know - Yehuda Katz (All Things Open 2014)
- EmberFest 2013 videos
- Lessons learned shipping 15,000 lines of Ember.js - Chris McClelland (EmberJSSeattleMeetup Nov 2014)
- Ember on Rails: #REALTALK - Brandon Hays (LoneStarRuby 2013)
- Off the Menu: Building a Client-Side With Ember and Rails - Yehuda Katz (Rails Israel 2013)
- Ember Live Coding Session - Eric Berry
- Ember-rails + advice from Hashrocket & Thoughtbot
- Ember-appkit-rails
- Ember App Kit Rails - Brian Cardarella
- Setting Up a Serious Ember Project - Justin Searls
- Ember Routes, Models, Templates and Controllers - Justin Searls
- Building an Ember App with Rails Part 1 Part 2 Part 3 Part 4
- Ember data
- Building Web Applications with Ember.js - NewCircle Training
- Ember 1.0
- A comparison of the two-way binding in AngularJS, EmberJS and KnockoutJS - Marius Gundersen (JS Conf.eu)
- Ember.setState(this.get(React)) - Alex Matchneer - Ember NYC 2014
- Ember HTMLBars - Erik Bryn & HTMLBars (Github)
- POJOs vs. Ember Objects
- Ember without Ember Data - Robin Ward (May 2014)
- A Tale of Two MVCs - Yehuda Katz (GoGaRuCo 2013)
- Ember-cli
- Intro to Ember Object and Ember CLI - Brian Cardarella (San Diego JS)
- TodoMVC in Ember CLI - Ryan LaBouve
- Rails + Ember.js + ember-cli = ♥ - Robert Jackson (Burlington Ruby Conference 2014)
- Ember Data (Github)
- Ember Models Guide
- Custom Adapters for Ember Data - Jeffrey Biles & Switching to Ember Data & Much Very Confused: Ember for the inappropriately experienced
- Ember Data: Tips, Tricks, & Lessons Learned - Chris Oei
- Inside Glimmer: What Makes Ember's Rendering Engine Tick - Tom Dale (Full Stack Fest 2015)
- Glimmer demo
- Functional Programming Basics in ES6 (JavaScript) - Jeremy Fairbank (Scenic City Summit 2016)
- Full Stack Functional JavaScript - Tom Wilson (Syntax Conference 2017)
- Functional-Light JavaScript - Kyle Simpson
- Gentle Intro to Functional Javascript - James Sinclair
- Learning Functional Programming with JavaScript - Anjana Vakil (JSUnconf 2016)
- Functional Programming In JavaScript — With Practical Examples: Part 1 | Part 2
- Functional programming in JavaScript - Mattias Petter Johansson
- Functional Javascript - Dr. Gleb Bahmutov
- Functional Layout - Updating the DOM at 60FPS - David Valdman (JS Conf EU 2015)
- Functional programming and curry cooking in JS - Stefanie Schirmer (JS Conf EU 2015)
- Professor Frisby's Mostly Adequate Guide to Functional Programming: Webpage | Online | PDF | ePUB | MOBI
- Introducing Reduce: Reducing an Array into an Object - Mykola Bilokonsky
- We Will All Be Game Programmers - Hunter Loftis
- Functional Reactive Programming in JavaScript - Charanjit Singh (JSChannel 2015)
- Conquering Time with Functional Reactive Programming - Sergi Mansilla (Goto Amsterdam 2014)
- React: Life Without MVC - Priyatam Mudivarti (Forward 3 Summit 2015)
- End-to-End Reactive Programming at Netflix - Jafar Husain
- Why Prezi is betting on FRP - Péter Halácsy
- Reactive All the Things - Martin Gontovnikas
- Bacon.js
- Bacon.js - Functional Reactive Programming - Thomas Holmes (ATLRUG 2014)
- Functional Reactive Programming with Bacon.js
- Implementing Snake in Bacon.js
- Async JavaScript with Reactive Extensions - Jafar Husain (Netflix JavaScript Talks)
- RxJS Evolved - Paul Taylor (Reactive 2015)
- Reactive programming library for JavaScript (Github) & Website
- Intro to Functional Reactive Programming with RxJS - Florian Rappl
- Intro to Reactive Programming
- Asynchronous JavaScript at Netflix - Matthew Podwysowski (JSConf Budapest)
- A Better JavaScript for the Ambient Computing Era
- Rx Book - Denis Stoyanov
- RxJS for Metrics & Music - Ian Hansen
- Common JavaScript “Gotchas”
- Understanding JavaScript Function Invocation and 'this' (Yehuda Katz)
- Preparing Yourself for Modern JavaScript Development
- Prototypes and Inheritance in JavaScript
- 1024+ Seconds of JS Wizardry - Martin Kleppe (JSConf.eu 2013)
- The JavaScript Interpreter, Interpreted - Martha Girdler (JSConf.eu 2013)
- Advanced JavaScript Fundamentals - Core Language: 1) Math | 2) Date | 3) Advanced Functions | 4) Arrays | 5) Creating Custom Objects | 6) Functions as Objects | 7) DOM Keyboard Events | 8) DOM Scripting Forms | 9) Browser Features: XMLHttpRequest | 10) Browser Features: JSON | 11) Browser Features: Local Storage | 12) Debugging: Error Handling
- JavaScript Fundamentals 101: 20) Event Delegation
- Javascript: Understanding the Weird Parts - The First 3.5 Hours - Tony Alicea
- Official documentation
- Official API
- Zero to Hero with jQuery - Microsoft Virtual Academy (Jumpstart)
- Youtube.com/jquery
- Exterminating Common JQuery bugs
- Tutorials (JQuery.com)
- 14 Days of JQuery
- TutorialsPoint.com
- JavaScript Promises: There and Back Again - Jake Archibald
- You're Missing the Point of Promises - Domenic Denicola
- Kent C. Dodds: The Beginner's Guide to ReactJS & Advanced React Component Patterns
- React Starter Kit - Glitch.com
- Hackr.io React resource list
- Getting Started | Thinking in React | Tutorial
- React + Redux + Webpack videos - Kurt Weiberth
- Intro to Webpack, ES6, Babel, React, React-Router, Redux, and React-Redux - Brad Westfall
- React tutorial series - LearnCode.academy
- Thinking in React - Pete Hunt
- Advanced tutorial on how React is implemented - Dan Abramov
- Learn React, Flux, and Flow - Colin Megill: Part 1 | Part 2
- React Tutorial - Hackerati.us
- React and Flux: Building Applications with a Unidirectional Data Flow - Bill Fisher and Jing Chen (Forward.JS 2014)
- Secrets of the Virtual DOM - Pete Hunt (Barcelona Future Javascript)
- React and Rails
- React & Flux - Christian Lilley (JSChannel 2015)
- Intro to Redux - Alex Bachux
- The Problem with Redux... And How to Fix It - Matthew Gertner
- redux-elm: The Elm Architecture in JavaScript - Matthew Gertner | online book of example code
- Zero to Testing in Javascript - Pamela Selle (QConn New York 2014)
- Testing Javascript/Coffeescript - Mark Bates
- Javascript testing - Ruby-Toolbox
- Konacha gem (Mocha + Chai)
- Front-end Testing for Skeptics - Luke Francl (RailsConf 2013)
- Testing Your JavaScript/CoffeeScript - Mark Bates - Part 1 (Setting Up) & Part 2 (Writing Tests)
- Using Capybara to test JavaScript that makes HTTP requests
- Javascript Testing Tactics - Justin Searls
- Intern: TheIntern.io & Github
- Jasmine
- Unit Testing in JavaScript via Jasmine - Jesse Warden
- Test-Driving Javascript with Jasmine - Tim Tyrrell (AustinJS)
- 75-minute Justin Searls screencast (non-standard; uses jasmine-fixture, jasmine-given & jasmine-stealth)
- JavaScript Web Scraping - Gregory Petukhov
- Web scraping with JavaScript - Igor Savinkin
- Artoo.js: client-side scraping companion
- Jekyll: Main | Docs | Tips | Twitter | News | Talk | Github
- Jekyll Documentation - Tom Preston-Werner, Nick Quaranto, Parker Moore, et al
- Planet Jekyll
- Getting Started With Jekyll, The Static Site Generator - phpacademy
- JekyllConf
- Headius (Charles Nutter)'s blog
- Why JRuby Works - Charles Nutter, Thomas Enebo (RubyConf 2012)
- Why JRuby? - Charles Nutter (Aloha RubyConf 2012) & slides
- RubyGems to All JVM Languages - Yoko Harada (RubyConf 2010)
- Why JRuby? (Fiona Tay)
- JRuby: Ruby in the JVM. Why on Earth?!? - Chris McCann
- State of JRuby 2014 - Hiro Asari (Ruby Australia)
- Keynote: JRuby 9k - Thomas Enebo & Charles Nutter (JRubyConf.eu 2015)
- JRuby 9000 - Charles Nutter, Thomas Enebo (RubyConf 2014)
- High Performance Ruby - Charles Nutter (GoGaRuCo 2012)
- Deploy, Scale and Sleep at Night with JRuby - Joe Kutner (GoGaRuCo 2012)
- Complex Made Simple: Sleep Better with TorqueBox - Lance Ball (RailsConf 2012)
- TorqueBox - Kevin Menard (BostonRB.org)
- Scratch
- Scratch Jr.
- Star Wars - Code.org
- Minecraft - Code.org
- Free kids courses - Pluralsight.com
- Pencilcode.net
- Free Code Camp
- Tynker (NOT FREE: Access to everything requires a paid subscription)
- Cool Coding Apps and Websites for Kids - CommonsenseMedia.org
- Coding for Kids: Free Websites That Teach Kids Programming
- ChooseALicense.com - Advice on selecting an open source license - Github
- Chart showing what each license allows and disallows - ChooseALicense.com & Github
- Learning How to Learn - Drs. Barbara Oakley & Terrence Sejnowski (Coursera)
- Carnegie Mellon Open Learning Initiative
- Coursera.org
- EdX.org
- Khan Academy
- MIT OpenCourseware
- MOOC List
- National Programme on Technology Enhanced Learning (India)
- No Excuse List (The best place on the web to learn anything, free)
- Open Yale courses
- Stanford Engineering Everywhere
- Stanford Open Classroom
- TED Talks
- TutsPlus (Non-free)
- UC Berkeley webcasts
- Udacity (Lectures are free)
- Udemy (Non-free)
- TLDR Pages: Simplified and community-driven man pages: website | live demo | installation | PDF
- Intro to DNS Terminology, Components, and Concepts - Justin Ellingwood (DigitalOcean)
Peter R. Egli:
- Data Networking Concepts
- Transport Protocols
- Network Sockets
- Comet, HTML5, Websockets
- HTTP / HTML / WWW
- DNS
- DNSSEC
- FTP
- RARP, BOOTP, DHCP
- Internet Security
- VPN
- Mobile & Wireless Networks
- Internet Organization
- QoS
- IP Routing
- IPv6
- SSH
- Telnet
- STP & RSTP
- Communication Middleware
- Cloud Computing
- JSON-RPC
- REST
- Web Services
- Android NDK
- Ping! Are you there? - Lydia Gu (!!Con 2016)
- Documentation (man page)
- HOWTO: Crafting arbitrary network packets with socat - Julian Oliver
- Socat: A very powerful networking tool - Jesus Castello
- Hands-on learning about network protocols using socat - Volker Schatz
- Securing Traffic Between two Socat Instances Using SSL - Gerhard Rieger
- Shell Scripts Matter - Thibaut Rousseau
- Advanced Bash Scripting Guide
- Command Line Text Processing - Sundeep Agarwal: PDF | online book | learn by example
- Bash Hackers Wiki
- Bash Koans - Marcin Bunsch
- Better Bash Scripting in 15 Minutes - Robert Muth
- Bash Reference Manual
- Command Line Fu
- Greg Wooledge's Wiki
- Linux Bash Scripting
- The Linux Command Line: A Complete Introduction (PDF) & website
- Linux Shell Scripting Cookbook
- Linux Shell Scripting Tutorial
- The Art of Command Line - Joshua Levy
- Writing Robust Bash Shell Scripts - David Pashley
- Bash Automated Test System (BATS) & tutorial
- How to use Bats to test your command line tools - Ross Duggan
- The Structure and Interpretation of Computer Programs - Hal Abelson & Gerald Jay Sussman: Video lectures | online book | PDF
- Common Lisp: A Gentle Introduction to Symbolic Computation - David S. Touretzky
- Common Lisp HyperSpec
- Common Lisp the Language, 2nd Ed - Guy L. Steele Jr: PDF |HTML
- Practical Common Lisp - Peter Seibel
- Basic Lisp Techniques - David J Cooper, Jr
- Successful Lisp - David Lamkins
- On Lisp - Paul Graham: main page | PDF | Postscript
- Common Lisp Cookbook
- Casting SPELs in Lisp - Conrad Barski (Not Common Lisp)
- Lisp in Small Parts -
- Common Lisp Wikibooks
- Lisp Tutorial - TutorialsPoint.com
- Intro to LISP - Milos Hauskrecht
- Common Lisp Hints - Geoffrey J. Gordon
- Steel Bank Common Lisp: webpage | PDF documentation | HTML documentation
- SLIME Lisp: webpage | PDF documentation | HTML documentation
- LISP 1.5 Programmer's Manual - MIT
- Brief Guide to CLOS - Jeff Dalton
- Performance and Evaluation of Lisp Systems - Richard P. Gabriel
- MXToolbox.com
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- Getting delisted by Microsoft (which will list you for absolutely no reason)
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- Computational Linear Algebra for Coders course - fast.ai | textbook & videos
- AirConf 2014
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- App Developers' Conference
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- Building iOS Apps With RubyMotion - Ray Hightower (Aloha RubyConf 2012)
- RubyMotion: Native iOS Apps in Ruby - James Miller
- Inside RubyMotion - Rich Kilmer (RubyConf 2012)
- RubyMotion: Rubyizing iOS development - Amit Kumar (GoGaRuCo 2012)
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- Ryan Dahl: Less is More with Node.js - Ryan Dahl (JSConf US 2013)
- Build Your API With Node.js
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- Real-World OCaml - Yaron Minsky, Anil Madhavapeddy, and Jason Hickey & Table of Contents (HTML)
- Caml Trading - Yaron Minsky (Jane Street Capital)
- Reason
- Reasonable App: starter kit for writing Elm apps with Reason on the JS side - Murphy "splodingsocks" Randle
- ReasonReact
- A ReasonReact Tutorial - Jared Forsyth
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- Machine Learning - Andrew Ng (Coursera)
- GNU Octave: Free Your Numbers - John W. Eaton et al. (Feb 2011)
- Intro to Octave - Dr. P.J.G. Long - 2005
- Official manuals
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- PostgresWeekly.com
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- PostgreSQL awesomeness for Rails developers
- Redis in my Postgres (linking multiple Postgres dbs or Postgres and Redis/MySQL/Oracle/Twitter/ODBC/etc.)
- Postgres FTW: Postgres Is Just Easier - Guyren Howe
- Postgres Rules
- Postgres, the Best Tool You're Already Using - Adam Sanderson (RailsConf 2013)
- PostgreSQL proficiency for Python people - Christophe Pettus (PyCon 2014)
- Porting ActiveRecord validations to Postgres - Sean Huber
- Is PostgreSQL Your Next JSON Database? - Dj Walker-Morgan
- PostgreSQL’s Powerful New Join Type: LATERAL - Dan Robinson
- Range Types in PostgreSQL 9.2 - Your Life Will Never Be the Same - Jonathan S. Katz (Postgres Open)
- Full-Text Search: Seek and Ye Shall Find - Dan Scott (Postgres Open)
- Using PostgreSQL and jsonb with Ruby on Rails - Nando Vieira
- Streaming Replication (Postgresql.org)
- WAL-E: Continuous Archiving for Postgres
- Debezium: Change data capture for a variety of databases & Debezium.io
- BottledWater: Change data capture from PostgreSQL into Kafka (Confluent.com)
- repmgr: Replication Manager for PostgreSQL
- The Twelve-Factor App - Adam Wiggins
- 10 Philosophies for Engineers - Jeff Meyerson
- Building a Culture of Learning - Joe Mastey (MountainWest RubyConf 2015)
- Code Club - Saron Yitbarek (LoneStarRuby 2015)
- Real Developers Ship (a.k.a Tenets for Software Delivery) - Sebastian von Conrad (Ruby Australia 2014)
- Software is Details - Kevlin Henney (SATURN 2017)
- Great Developers Steal - Ben Scofield (Scotland Ruby Conf 2011)
- Being an Excellent Software Developer - Michael Norton (WindyCityRails2012)
- Cultures of Effective Learning - Jeff Cohen (WindyCityRails2012)
- Continuous Testing - Ruby-Toolbox
- 10-item work-efficiency recipe
- Keynote - Tom Preston-Werner (GitHub) (NLC 2011)
- Level Up! Test-driving your personal development - Alan Gardner (Scotland Ruby Conf 2011)
- Teach Your Way to Better Code - Felix Clack (Ruby Australia 2014)
- Legacy - Chad Fowler (Aloha RubyConf 2012)
- Nobody will Train You but You - Zachary Briggs (RailsConf 2013) & Ruby MidWest 2013
- Build a Bigger Brain: How Healthy Living Makes You Smarter - Joe Kutner (BigRuby 2013)
- The Most Important Optimization: Happiness (BigRuby 2013)
- The War For Talent: How To Succeed As an Employer or Engineer - Allan Grant (RailsConf 2013)
- We fired our top talent. Best decision we ever made - Jonathan Solórzano-Hamilton
- Humane Development - Ernie Miller (RailsConf 2015) & (RubyOnAles 2015
- Patterns of Effective Teams - Dan North (GOTO Chicago 2017)
- What We Actually Know About Software Development, and Why We Believe It’s True - Greg Wilson
- Amelia Bedelia Learns to Code - Kylie Stradley (RailsConf 2015)
- Lessons from Theater and Software - Kevin Stevens (Rocky Mountain Ruby 2013)
- 5 Things I Wish Someone Had Told Me About Programming Before I Started - Kerri Miller (RubyConf 2014)
- Building a Culture of Quality - Bryan Helmkamp (LoneStarRuby 2013)
- Ready To Code: Automate Your Development Environment - David Kerber (RubyMidwest 2013)
- Keynote: Hacking Passion - Katrina Owen (LoneStarRuby 2013)
- Failure for Fun and Profit! - Kerri Miller (RubyMidwest 2013)
- Architecting the Chaos - Building Travis CI - Konstantin Haase (SteelCityRuby 2013)
- Keep Software Weird - Leon Gersing (SteelCityRuby 2013)
- The End of Fun - Sarah Mei (LoneStarRuby 2013)
- GET / Better - Mark Bates (Burlington Ruby 2013)
- James Edward Gray II keynote (Ruby Midwest 2013)
- Channel Your Inner Jason Bay: How to Be Productive On a New Team - Ashish Dixit (SteelCityRuby 2013)
- Rockstars & Consultants, Who needs 'em? - Lori Olson (Aloha RubyConf 2012)
- Does pair programming have to suck? - Angela Harms (Ruby Midwest 2011)
- Joe O'Brien - People: the missing ingredient (GoGaRuCo2012)
- Must Have 10+ Years People Experience - Ashe Dryden (Ruby MidWest 2013)
- The Future of Work: Back to First Principles - Scott Chacon (Barcelona RuCo 2012) & alt version
- Unsucking Your Team's Development Environment - Zach Holman (Barcelona RuCo 2012)
- Real Software Engineering - Glenn Vanderburg (Lone Star RubyConf 2010)
- A Short History of Software Engineering - Paolo Perrotta (Barcelona RuCo 2012)
- How to Build a Sustainably Awesome Development Team - Jim Remsik & Les Hill (Lone Star RubyConf 2010)
- How GitHub Uses GitHub to Build GitHub - Zach Holman (Ruby Midwest 2011)
- People Patterns - Joe O'Brien (Ruby Midwest 2011)
- WideTeams.com (podcasts on remote collaboration)
- Move Fast and Make Things - Adam Keys (BigRuby 2013)
- 24-page zine collection of linux/systems comics - Julia Evans
- Every Programmer Should Know - Alexey Migutsky
- Core Design Principles for Software Developers - Venkat Subramaniam
- Design Patterns in the Light of Lambda Expressions - Venkat Subramaniam
- Get to know the Actor Model - Roberto Dip
- Thinking in actors - Saša Jurić (WebCamp Zagreb 2014)
- Hewitt, Meijer and Szyperski: The Actor Model (everything you wanted to know...)
- 97 Things Every Programmer Should Know - various authors, O'Reilly
- The Architecture of Open Source Applications
- The Codeless Code - Qi
- Essential Coding Theory - Venkatesan Guruswami, Atri Rudra and Madhu Sudan
- Foundations of Computer Science - Al Aho and Jeff Ullman
- GitBook.com
- How to Design Programs - Matthias Felleisen, Robert Bruce Findler, Matthew Flatt, Shriram Krishnamurthi
- Introduction to Computing: Explorations in Language, Logic and Machines - David Evans | PDF | Read online
- Patterns of Software - Richard P. Gabriel
- Producing Open Source Software: How to Run a Successful Free Software Project - Karl Fogel
- Programming Models for Distributed Computing - Northeastern University CS7680
- AListApart.com
- Code Words
- Dev.to
- Dr. Dobbs
- The Effective Engineer - Edmond Lau
- TheGeekStuff.com
- Hacker Noon
- Indie Hackers
- Jeff Atwood - "Coding Horror"
- Joel Spolsky - JoelOnSoftware.com
- MartinFowler.com
- Medium.com - Software Development
- Scott Hanselman
- StackOverflow
- Code Review in Remote Teams - Sean Hammond
- Goldilocks And The Three Code Reviews - Vaidehi Joshi (RailsConf 2017)
- Thinking Outside the Synchronisation Quadrant - Kevlin Henney (NDC {London} 2017)
- Distributed, Eventually Consistent Computations - Christopher Meiklejohn
- Data, Context and Interaction - Wikipedia
- Trygve Reenskaug - DCI: Re-thinking the foundations of object orientation and of programming (Øredev Conference 2009)
- The DCI Architecture: Supporting the Agile Agenda - James Coplien (Øredev Conference 2009)
- Rickard Öberg - DCI in Practice (Øredev Conference 2009)
- Working with objects — in computer and mind - Trygve Reenskaug and James O. Coplien
- FullOO.info
- The DCI Architecture: A New Vision of Object-Oriented Programming - Trygve Reenskaug and James O. Coplien
- The Common Sense of Object Orientated Programming - Trygve Reenskaug
- The introduction to Reactive Programming you've been missing - Andre Staltz
- An Event-driven and Reactive Future - Jonathan Worthington (FooCafe)
- What does it mean to be Reactive? - Erik Meijer (React 2014)
- K Things I Know About Building Resilient Reactive Systems - Joe Armstrong (React 2014)
- Functional Reactive Programming: Cleanly Abstracted Interactivity - BoostCon
- RXMarbles.com - Interactive diagrams of Rx Observables
- Stream processing, Event sourcing, Reactive, CEP… and making sense of it all - Martin Kleppmann
- An Event-driven and Reactive Future - Jonathan Worthington (FooCafe 2014)
- How To Be More Productive (With Streams) - Graham Hutton (C9 Lectures) | PDF | PPT
- Code Studio
- Codecademy (Registration required)
- CS50: Intro to Computer Science - David J. Malan (Harvard)
- Fun Fun Function - Mattias Petter Johansson, a.k.a. "mpj"
- I Love Coding (Registration required)
- WatchMeCode.net (Registration required)
- Daily Drip
- Destroy All Software
- Egghead.io
- Evented Mind
- Frontend Masters
- Go Rails
- InformIT
- LearnElixir.tv - Daniel Berkompas
- LearnPhoenix.tv - Daniel Berkompas
- Lynda.com
- PeerToPeer.io
- Pluralsight
- Sitepoint
- Treehouse
- Tuts+
- Udacity
- Udemy
- Upcase - Thoughtbot
- Reliable Messaging With RabbitMQ - Part 1 - JimOnDemand
- RabbitMQ Simulator
- A Transmuting Journey: From a Ruby on Rails Monolith to Elixir and Elm Microservices - Volker Rabe: Video | Slides
- RabbitMQ is the new king - Alvaro Videla & Jan Machacek
- Dissecting the Rabbit: RabbitMQ Internal Architecture - Alvaro Videla (Lambda Days 2015)
- 85 Podcasts for Developers, Programmers & Software Engineers - HackerLists.com
- Ultimate List Of Developer Podcasts - John Sonmez
- a16z - Andreessen Horowitz
- Advance Tech Podcasts
- Art of Product
- The Big Web Show
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- Software Engineering Daily | iTunes | Slack
- Software Engineering Radio
- Toolsday.io
- Turing-Incomplete
- The Web Ahead
- Tech Debt - MPJ's Musings - Fun Fun Function
- Representing Your Technical Debt - Ipek Ozkaya
- Managing Technical Debt - Steve McConnell 2008
- Technical Debt: From Metaphor to Theory and Practice - Philippe Kruchten, Robert L. Nord, and Ipek Ozkaya
- Managing Technical Debt - Steve McConnell 2013 & Construx Webinar
- Technical Debt - Martin Fowler
- Technical debt and system architecture: The impact of coupling on defect-related activity - Alan MacCormack and Daniel J. Sturtevant
- Technical Debt - The code monster in everyone's closet - Nina Zakharenko (PyCon 2015)
- The Practical Approach to Reducing Technical Debt - Spencer Greene
- Escaping the Technical Debt Cycle - Michael Feathers
- Don’t Start Up With Hidden Debt: Understanding and Managing Technical Debt - eBags
- Technical debt using dynamic indicators: NVP and IRR - Francisco Miguel García
- Architecture Wars - The competition between Features and Technical Debt: Part 1 & Part 2
- Devoxx: Belgium 2017 | Poland 2017
- GOTO channel
- NDC Conferences (Over 1,100 conference videos)
- SkillsMatter.com/Skillscasts
- InfoQ.com videos
- Jfokus: 2016 | 2015
- O'Reilly
- OSCON 2014
- FutureTalks - NewRelic
- Forward University
- StrangeLoop 2015
- main | learn | wiki | Github
- Pursuit: Purescript package documentation
- Learn Functional Programming with PureScript - John A De Goes (LambdaConf 2015)
- John A De Goes: The Easy Peasy Lemon Squeezy, Statically Typed, Purely Functional Programming For All Part 1 (skip first 13 mins) & Part 2
- Getting Started With Purescript
- Building Single Page Web Applications with Purescript and Erlang - Claudia Doppioslash (EUC17)
- PureScript by Example - Phil Freeman
- kRITZCREEK blog
- Intro to Algorithms - MIT
- Intro to Algorithms: Social Network Analysis - Michael Littman, Brown University (Udacity)
- Conda (package manager): Documentation & Github | Cheatsheet
- Cython
- Speeding up scientific python code using Cython - EuroSciPy 2014
- Cython: Speed up Python and NumPy, Pythonize C, C++, and Fortran, SciPy2013 Tutorial, Part 1 - Kurt Smith, Part 2, Part 3, Part 4
- Very gentle introduction to Cython - William Stein
- The Cython compiler for Python - Dr. Stefan Behnel (2014)
- Cython - Making Python as fast as C (Mandarin) - Mosky
- AnacondaCON 2017
- Introduction to Python & Machine Learning (with Analytics Vidhya Hackathons) - Kunal Jain
- Statistics and Machine Learning in Python - Edouard Duchesnay, Tommy Löfstedt (PDF)
- Code for "Python for Data Analysis, 2nd ed" - Wes McKinney
- Dataquest.io missions
- Harvard CS109: Data Science (2013): slides, video lectures & labs and solutions
- Harvard CS109: Data Science (2014)
- Open Courses: Free Data Science Training Courses (DataCamp.com)
- Intro to Python for Econometrics, Statistics and Data Analysis - Kevin Sheppard
- Data Mining With Python - Finn Arup Nielsen
- Clustering US Senators with K-Means - Dataquest.io
- A Complete Tutorial to Learn Data Science with Python from Scratch - Kunal Jain
- Python: Getting Started With Data Analysis - Al-Ahmadgaid Asaad
- Quantitative Economics - Thomas Sargent & John Stachurski & Python index
- Think Stats: Probability and Statistics for Programmers
- Natural Language Processing with Python
- Mining the Social Web (Git repo)
- Practical Data Science in Python - Radim Řehůřek
- scientific-python-lectures - JR Johansson
- Learn Python Through Public Data Hacking & slides
- iPython notebooks for Wes McKinney's "PyData" 2nd ed
- Bayesian Statistics Made (As) Simple (As Possible) - Allen Downey (2012)
- Social Network Analysis With Python - Maksim Tsvetovat (2012)
- Web Scraping: Reliably and Efficiently Pull Data From Pages That Don't Expect It - Asheesh Laroia (PyCon 2012)
- Social Network Analysis with Python - Maksim Tsvetovat (PyCon 2012)
- [Web scraping: Reliably and efficiently pull data from pages that don't expect it - Asheesh Laroia (2012)](http://www.youtube.com/watch?v=52wxGESwQS()
- Python for Open Data Lovers: Explore It, Analyze It, Map It - Jackie Kazil, Dana Bauer (2012)
- Interactive Data Exploration and Visualization in IPython - Tamara Knutsen (DataScience.LA 2014)
- Learn Python for Science - NumPy, SciPy and Matplotlib
- A Billion Rows per Second: Metaprogramming Python for Big Data - New Circle Training
- Python's Role in Big Data Analytics: Past, Present, and Future - Travis Oliphant (EuroPython 2014)
- Python as Super Glue for the Modern Scientific Workflow - Joshua Bloom (SciPy 2012)
- Intro to Prediction Using Python - Luke Gotszling
- R vs Python - Round 1 Round 2 Round 3
- Docs & Github
- Blaze ("extends NumPy and Pandas to distributed and out-of-core computing")
- Introducing Blaze - HMDA Practice - Matt Rocklin
- Dask - enables parallel computing through task scheduling and blocked algorithms
- Gensim: Github | Tutorials | Quick Start Jupyter Notebook | API docs
- Numba: Pydata & Github
- Numba vs. Cython: Take 2 - Jake Vanderplas
- Accelerating Python Libraries with Numba (Part 1) - Aron Ahmadia & Part 2
- Numba Overview - Stan Seibert
- Python For Data Science Cheat Sheet: NumPy Basics (DataCamp.com)
- (Tentative) NumPy Tutorial
- Numpy User Guide & PDF
- Numpy Reference Guide & PDF
- NumPy and iPython - Valentin Haenel (SciPy 2013) - Pt 1 & Pt 2
- An introduction to Numpy and Scipy - M. Scott Shell
- Numpy: Multidimensional Data Arrays - J.R. Johansson
- An Exercise With Matplotlib and Numpy (gets and analyzes weather data)- Mike Hansen
- Cubes (OLAP HTTP server): Website & Github
- CubesViewer
- Data Analysis with PANDAS (cheatsheet)
- Python For Data Science Cheat Sheet - Pandas Basics (DataCamp.com)
- Python PANDAS Tutorial - TutorialsPoint.com (PDF)
- Pandas documentation (PDF)
- Installation
- FAQ
- Overview
- 10 Minutes to Pandas
- Tutorials
- Cookbook
- Intro to Data Structures
- Essential Basics
- Text Data
- Options and Settings
- Indexing and Selecting Data
- MultiIndex / Advanced Indexing
- Computational Tools
- Missing Data
- Group By: Split-Apply-Combine
- Merge, Join and Concatenate
- Reshaping and Pivot Tables
- Time Series / Date Functionality
- Time Deltas
- Categorical Data
- Plotting
- I/O Tools (Text, Excel, CSV, JSON, HDF5, ...)
- Remote Data Access
- Enhancing Peformance
- Sparse Data Structures
- Caveats and Gotchas
- rpy2 / R Interface
- Pandas Ecosystem
- Comparison With R / R Libraries
- Comparison With SQL
- API Reference
- Easier data analysis in Python with pandas (video series) - Kevin Markham (DataSchool.io) & iPython notebooks
- Modern Pandas (7-part series) - Tom Augspurger
- Visual Guide to Pandas - Jason Wirth (ChiPy 2013)
- Pandas tutorials - PyData.org
- Tidy Data in Python Mini-Course - Vincent Lan
- Things in Pandas I Wish I'd Had Known Earlier - Sebastian Raschka
- Cheat Sheet: The Pandas DataFrame Object
- Intro to PANDAS Data Structures - Greg Reda, Working With DataFrames & Using PANDAS on the MovieLens Database
- Statistical Data Analysis in Python (4 videos) - Christopher Fonnesbeck 1 2 3 4 & iPython notebooks
- Keynote - Wes McKinney (PyCon Singapore 2013)
- Data Analysis in Python with Pandas - Wes McKinney (2012 PyData Workshop)
- Time Series Data Analysis with Pandas - Wes McKinney (ciPy 2012)
- Applied Time Series Econometrics in Python and R - Jeffrey Yau (PyData 2016)
- Python Data Visualization Cookbook
- Python Pandas Tutorial - Mikhail Semeniuk
- Remote Data Access
- Diving into Open Data with IPython Notebook & Pandas - Julia Evans (PyCon 2014) & Pandas Cookbook (iPython Notebooks)
- Detailed Look at Pandas' Indexes - Trent Hauck (O'Reilly 2014)
- NumPy/SciPy/Pandas Cheat Sheet
- Python Pandas Tutorial - Mikhail Semeniuk
- Time series analysis with Pandas - Nikolay Koldunov
- 10 Things I Hate About Pandas - Wes McKinney
- Python and Pandas for Sentiment Analysis and Investing - "sentdex"
- Manipulating/querying dataframes with Pandas (or dplyr)
- Common Excel Tasks Demonstrated in Pandas - Chris Moffitt, Part 1 & Part 2
- Combining Data From Multiple Excel Files - Chris Moffitt
- Pandas Pivot Table Explained - Chris Moffitt
- Openpyxl: library to read/write Excel 2010 xlsx/xlsm/xltx/xltm files
- Apache Arrow and the "10 Things I Hate About pandas" - Wes McKinney
- Performance Pandas - Jeff Reback
- PyMC user guide
- PyMC Github
- PyMC tutorial
- Bayesian data analysis with PyMC3 - Thomas Wiecki (PyData 2013)
- PyTables.org
- PyTables.github.io
- github.com/Pytables
- Python and HDF5 - Fast Storage for Large Data - Mike Müller (PyCon 2012)
- HDF5 is for lovers - Anthony Scopatz (SciPy 2012)
- Managing Large Datasets with Python and HDF5 - Andrew Collette (2014)
- Modern scientific computing and big data analytics in Python - Edward Schofield (PyCon Australia 2013)
- RPy2 documentation
- RMagic for iPython Notebook
- Using R Within the iPython Notebook
- RMagic Functions Extension
- API
- Documentation
- User Guide
- Machine Learning in Python with Scikit-Learn - DataSchool.io
- scikit-learn video: #1: Intro to machine learning with scikit-learn | #2: Setting up Python for machine learning | #3: Machine learning first steps with the Iris dataset | #4: Model training and prediction with K-nearest neighbors | #5: Choosing a machine learning model | #6: Linear regression (plus pandas & seaborn) | #7: Optimizing your model with cross-validation | #8: Efficiently searching for optimal tuning parameters | #9: Better evaluation of classification models
- Realtime Predictive Analytics Using scikit-learn and RabbitMQ - Michael Becker (PyCon 2014)
- Know Thy Neighbor: Scikit and the K-Nearest Nearest Neighbor Algorithm - Portia Burton (PyCon 2014)
- Intro to Machine Learning: Pattern Recognition for Fun and Profit - Sebastian Thrun and Katie Malone (Udacity)
- SciKit-Learn Tutorial - Jake VanderPlas (PyData 2012)
- Intro to Scikit-learn (1) - Gaël Varoquaux, Jake Vanderplas, Olivier Grisel (SciPy 2013) 2 & 3
- Tutorial on statistical-learning for scientific data processing
- Practical Machine Learning in Python - Matt Spitz (2012)
- Intro to Interactive Predictive Analytics in Python with scikit-learn - Olivier Grisel (PyCon 2012)
- How to Get Started with Machine Learning - Melanie Warrick (PyCon 2014)
- Social Network Analysis With Python - Maksim Semeniuk (2012)
- Intro to scikit-learn: Machine Learning in Python - Jake VanderPlas & Olivier Grisel (PyCon 2014), 2014 tutorial materials, 2013 tutorial materials & Jake VanderPlas (PyData 2012)
- Intro to Scikit-Learn - Jake Vanderplas, Intermediate Scikit-Learn
- Diving deeper into Machine Learning with Scikit-learn - Olivier Grisel and Jake VanderPlas (PyCon 2014)
- Advanced Machine Learning with scikit-learn - Olivier Grisel (2013)
- Statistical Machine Learning for Text Classification With Scikit-learn and NLTK - Olivier Grisel (PyCon 2011)
- Scikit-learn video tutorials
- Enough Machine Learning to Make Hacker News Readable Again - Ned Jackson Lovely (PyGotham 2014) & (PyCon 2014
- Building a Beer Recommender, slides & live demo
- Forecasting beer consumption with sklearn
- scikit-learn-book - gmonce
- SciPy Reference Guide & PDF & Github
- SciPy Cookbook
- Scientific Python lecture notes - EuroScipy tutorial team & PDF
- SciPy: Library of scientific algorithms for Python - JR Johansson
- Topical Software (add-on software relevant to SciPy, categorized by scientific discipline or computational topic)
- Live example
- Spyre (Github)
- From DataFrame to Web Application in 10 Minutes - Adam Hajari (PyData NYC 2014)
- Comparing Pandas with SQL
- Translating SQL to pandas. And back - Greg Reda (PyData NYC 2014)
- pandasql (query Pandas with SQL)
- StatsModels documentation
- Statsmodels
- Statsmodels tutorial - Skipper Seabold (ciPy 2012) & code
- Included datasets
- Multiple Regression using Statsmodels
- SymPy documentation
- Symbolic Computing With SymPy (SciPy 2013) - 1 2 3 4 5 & 6
- Sympy - Symbolic algebra in Python - JR Johansson
- TPot: Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming: Documentation | Github
- Basic Doctest Python - Daniel Arbuckle
- doctest: Test interactive Python examples
- Intro to doctest2 for existing users of doctest
- Documentation, Testing and Packaging - Jake Vanderplas
- QuantStart.com
- Financial analysis Python tutorial - Thomas Wiecki
- Python for Quant Finance - Yves Hilpisch (PyData NY 2014)
- Python Charting Stocks/Forex for Technical Analysis - Sentdex
- Quantopian - the people behind Zipline
- Building Quant Equity Strategies in Python - Dr. Jess Stauth
- ultra-finance - real-time financial data collection, analyzing & backtesting trading strategies
- Practical Approaches to Problems in the Financial Industry using Python - Andy Fundinger (PyGotham 2014)
- Quant.StackExchange.com
- IbPy (Interactive Brokers online trading system Python API
- How to use IBPy Python with Interactive Brokers TWS API For Automated Trading - Sentdex
- Using Python, IbPy and the Interactive Brokers API to Automate Trades
- Functional Programming in Python - Daniel Kirsch (PyData Berlin 2016)
- Learning Data Science Using Functional Python - Joel Grus
- Making Games with Python & Pygame
- Invent Your Own Computer Games With Python, 2nd ed
- PyGame.org & tutorials
- Jerry & Building Jerry
- PyStockfish (chess engine)
- Sunfish (simple, extensible chess program)
- Chessnut (another simple chess program
- PyChess.org
- TalkChess.com computer chess club (not just Python)
- Why use Python? Personally, I was blown away by Python's statistical analysis tools and the amazing interactive graphics producible with data processed by Python. Some examples: time-series (ARMA) modeling/forecasting, discrete-choice modeling, vector autoregression modeling/forecasting
- I use and recommend Anaconda: Docs, Install Anaconda & Getting started guide
- I use and recommend using iPython Notebook. A great way to start is by skimming through some of the many iPython Notebooks on the web. You can find many at this gallery of links to iPython Notebooks.
- I recommend these Python learning materials and these free online books
- If you're feeling ambitious and don't want to start with Python but jump straight to data analysis, the Harvard CS 109 ("Data Science") lectures listed under PYTHON - DATA ANALYSIS seem excellent.
- If you're installing Python on your computer, I recommend Continuum Analytics' Anaconda.
- Advanced Features of Conda Part 1 & Part 2
- Loop like a native: while, for, iterators, generators - Ned Batchelder
- Python generator functions for massive performance improvements with lists - sentdex
- Iteration and generators: The Python way
- Fun with iterators and generators - Malcolm Tredinnick
- Generators: The Final Frontier - David Beazley (PyCon 2014)
- Data Applications with Bokeh - Bryan Van De Ven (PyData 2016)
- Bokeh in iPython Notebook - ContinuumIO
- Tutorial
- Gallery
- Bokeh User Guide
- Bokeh Reference
- New in Bokeh 0.6
- Interactive Browser Visualizations from Python with Bokeh - Bryan Van De Ven (PyData 2014) & tutorial files & slides
- Bokeh: An Extensible Implementation of the Grammar of Graphics in Python - Peter Wang & Hugo Shi (2012)
- Data Analysis with Python, Pandas, and Bokeh - Chris Metcalf
- Data Visualization for Social Science - Kieran Healy (Duke)
- Ggplot for Python - Greg Lamp (PyData 2014 Silicon Valley), Github tutorial & slides
- Analyzing MLB data with ggplot - Greg Lamp & slides
- Making Interactive Maps For the Web - Zain Memon (2012)
- Spatial Data and Web Mapping With Python
- Using Geospatial Data with Python - Kelsey Jordahl (SciPy2013), Part 1 of 6, Part 2, Part 3, Part 4, Part 5, Part 6
- Intro Notes: Matplotlib
- Matplotlib API, PDF documentation, examples index, examples gallery & screenshots gallery
- Pyplot API
- Matplotlib - Chris Fonnesbeck
- Matplotlib Intro - Jake Vanderplas Matplotlib In-depth
- Beyond Defaults: Creating Polished Visualizations Using Matplotlib - Hannah Aizenman (PyConUS 2014)
- Matplotlib: Past, Present and Future - Michael Droettboom (SciPy 2013)
- Matplotlib - 2D and 3D plotting in Python - JR Johansson
- Tutorial: Advanced Matplotlib - library author John Hunter
- Plotting With MatPlotLib - Mike Müller
- Intro to NumPy and Matplotlib
- An exercise with matplotlib and numpy
- matplotlib: Lessons From Middle Age - John Hunter
- Advanced Matplotlib - Ryan May
- Plotting With Matplotlib - Mike Mueller
- Anatomy of Matplotlib (1 of 3) - Benjamin Root (SciPy 2013), (2 of 3), (3 of 3) & iPython Notebooks
- Vincent (Python to Vega translator)
- Intro to Pandas and Vincent
- Mapping Data in Python with Pandas and Vincent
- All About Jupyter - Brian Granger
- iPython
- Documentation
- Documentation & Keyboard Shortcuts & Cookbook
- Quick reference sheets
- The iPython Notebook Revolution - Catherine Devlin (2013)
- Gallery of interesting iPython Notebooks
- iPython.org example notebooks
- Learning iPython for Interactive Computing and Data Visualization - Cyrille Rossant
- iPython Interactive Computing and Visualization Cookbook
- iPython Minibook code - Cyrille Rossant
- IPython: Python at your fingertips - Fernando Pérez (PyCon 2012)
- IPython In Depth: High-Productivity Interactive and Parallel Python - Fernando Pérez (PyCon 2014) & (PyCon 2012)
- iPython: Tools for the Entire Lifecycle of Research Computing - Fernando Perez et al. (ciPy 2012)
- Mining Social Web APIs With iPython Notebook - Matthew Russell (PyCon 2014)
- Converts iPython Notebooks to HTML, Latex, Reveal.js slideshows, Markdown, reStructured Text, or Python scripts
- Now part of iPython
- Converting notebooks to other formats
- Python Programming Tutorials - Socratica
- Simple programs
- Programming for Absolute Beginners: Building Skills in Programming - Steven F. Lott
- Beginner's Guide: For Non-Programmers | For Programmers
- Google's Python Class
- Hackr.io Python resources list
- Introduction to Programming With Python - Microsoft Virtual Academy (Jumpstart)
- Coursera.org Python courses
- EdX.org Python courses
- Udemy.com Python courses & non-free
- Python Notes/Cheatsheet
- Introduction to Computing using Python - David Joyner (Georgia Institute of Technology & EdX)
- Beginner Python 3+ tutorials - Harrison Kinsley & All tutorials
- Python 3 Tutorial - Bernd Klein or Python 2 Tutorial
- Learn to Program: The Fundamentals - Jennifer Campbell and Paul Gries - U of Toronto (Coursera)
- Programming Foundations with Python: Learn Object-Oriented Programming - Kunal Chawla (Udacity)
- Python for Informatics: Exploring Information - Charles Severance, PDF & videos
- Intro to Python - Keven Sheppard
- Programming for Everybody (Getting Started with Python) - Charles Severance (University of Michigan)
- Python Data Structures - Charles Severance (University of Michigan)
- Using Python to Access Web Data - Charles Severance (University of Michigan)
- Using Databases With Python - Charles Severance (University of Michigan)
- Let's Learn Python - Trevor Payne
- Hello, Little Turtles!
- Python Programming - Introduction - TDChannel
- Google's Python Class: Website, Google Python Class Day 1, Pt 1: Intro & Strings, Day 1, Pt 2: Lists, Sorting and Tuples, Day 1, Pt 3, Day 2, Pt 1: Regular Expressions, Day 2, Pt 2: Utilities: OS & Commands, Day 2, Pt 3: Utilities: URLs, and HTTP, Exceptions, Day 2, Pt 4: Closing Thoughts
- An Introduction to Interactive Programming in Python - Rice University (Coursera) & Course 2
- Short Python tutorials - Bucky Roberts
- Python for Programmers: A Project-Based Tutorial - Alexandra Strong, Kantharine Jarmul and Christine Cheung
- Documentation, Testing, and Packaging - Jake Vanderplas
- Introduction to Computer Science and Programming - MIT & on Youtube
- An introduction to Python for absolute beginners - Bob Dowling
- Introduction to Python for Computational Science and Engineering (A Beginner's Guide) - Hans Fangohr
- Intro to Computer Science and Programming Using Python (part 1) - MIT
- Introduction to Programming Using Python - Brian Heinold
- Python Design Patterns 1 - Brandon Rhodes
- Hands-On Introduction to Using Python in the Atmospheric and Oceanic Sciences - Johnny Wei-Bing Lin (free 1st ed)
- Object Oriented Design - Niko Wilbert
- How to write actually object-oriented Python - Per Fagrell (PyGotham 2014)
- The Hitchiker's Guide to Python
- Command line Python scripts
- A hands-on introduction to Python for beginning programmers - Jessica McKellar (PyCon 2014) & (PyCon 2013)
- Intro to Electrical Engineering and Computer Science I - MIT
- Learn Python the Hard Way
- The best way to learn Python - Charl Botha: Part 1: Install Anaconda on Linux, Part 2: Install Anaconda on Windows, Part 3: Variables, control flow, plotting!, Part 4: slicing, string interpolation, list comprehension, Part 5: Object-oriented programming and bouncing balls
- Visualize Python code execution
- Gotcha — Mutable default arguments & Common Gotchas
- Python Koans
- Automate the Boring Stuff - Al Sweigart
- A Byte of Python
- Functional Programming in Python - David Mertz
- Fundamentals of Python - Richard L. Halterman
- Python Programming
- Python Tutorial (TutorialsPoint.com)
- The Python Tutorial (Python 3) & Python 2
- Think Complexity
- Think Python
- Programming Python, 4th ed
- Building Skills in Python
- Dive into Python 3
- Building Skills in Object-Oriented Design
- Hacking Secret Ciphers with Python
- Hands-On Python Tutorial
- How to Think Like a Computer Scientist: Learning with Python & PDF
- Official Python Documentation
- PyVideo.org
- PyCon 2016
- Khan Academy
- Introduction to Computational Thinking and Data Science - MIT
- Python Fundamentals Training
- Python Course - Kevin Sheppard (University of Oxford)
- Python for Developers - Luiz Eduardo Borges
- Transforming Code into Beautiful, Idiomatic Python - Raymond Hettinger (2013)
- Python 3.3: Trust Me, It's Better Than 2.7 - Brett Cannon (PyCon US 2013
- Python for Ruby Programmers - Mike Leone (LA Ruby Conf 2013)
- PyGotham 2014 talks (click on talk to see video link)
- Super Advanced Python - Raymond Chandler III
- Keynote - Raymond Hettinger (2013)
- All Your Ducks In A Row: Data Structures in the Std Lib and Beyond - Brandon Rhodes (PyCon 2014)
- Militarizing Your Backyard with Python: Computer Vision and the Squirrel Hordes - Kurt Grandis (PyCon 2012)
- Decorators 101: A Gentle Introduction to Functional Programming - Jillian Munson (PyGotham 2014)
- Tutorial on Installing Packages, Tutorial on Packaging & Distributing Packages, Tool Recommendations & Advanced Packaging Topics
- Python Packaging User Guide
- Python Tutorial - Modules
- Sample project with best practices- Python Packaging Authority
- Python Module Index & Standard Library
- Modules 101: how to avoid spaghetti, big balls of mud and houses of straw! - Graeme Cross (PyCon Australia 2013)
- Hitchhiker's Guide to Python: Structuring Your Project & Packaging Your Code
- How to Setup a new Python Project - Felix Wick (EuroPython 2014)
- 5 Simple Rules For Building Great Python Packages
- Distributing Python Modules (Python 3.4)
- Nobody Expects the Python Packaging Authority - Nick Coghlan (PyCon Australia 2013)
- Importing iPython Notebooks as Modules
- Youtube
- Python Packages and You - Harold Abnabit
- Python packaging simplified, for end users, app developers - Asheesh Laroia (PyCon 2014)
- Grug make fire! Grug make wheel! - Russell Keith-Magee (PyCon Australia 2014)
- Wheel
- PythonWheels.com
- Fast Python, Slow Python - Alex Gaynor (PyCon 2014)
- Tools for high-performance computing applications - JR Johansson
- Beginners' Guide to Concurrency and Parallelism in Python - Marcus McCurdy
- Dask - minimal task scheduling abstraction and parallel arrays (ContinuumIO): Github | Documentation
- DON'T USE PYLAB!!!
- Please Stop Using Pylab
- Improve your testing with Pytest and Mock - Gabe Hollombe (PyCon SG 2015)
- Why I use py.test and maybe you should too - Andy Todd (PyCon Australia 2013)
- Testing Your Code (Python Guide)
- Getting Started Testing - Ned Batchelder (PyCon 2014)
- Documentation, Testing and Packaging - Jake Vanderplas
- Version Control and Unit Testing for Scientific Software Tutorial, Part 2 of 3 - Matt Davis (SciPy 2013)
- Statistical Machine Learning for Text Classification With Scikit-learn and NLTK - Olivier Grisel (PyCon 2011)
- Enough Machine Learning to Make Hacker News Readable Again - Ned Jackson Lovely (PyGotham 2014) & (PyCon 2014
- Getting Started with NLTK
- How to Use Stanford Named Entity Recognizer (NER) in Python NLTK and Other Programming Languages
- TextBlob: ReadTheDocs, Quickstart guide, Github
- Tutorial: Simple Text Classification with Python and TextBlob - Steven Loria
- Intro to Text Mining using Twitter Streaming API and Python - Adil Moujahid
- Analyzing a NHL Playoff Game with Twitter - Daniel Forsyth
- Introduction to tweepy, Twitter for Python - Ahmet Novalić
- Tweepy
- Web Scraping 101 with Python & Web Scraping 201: finding the API - Greg Reda
- Intro to Web (and data!) Scraping with Python - Katharine Jarmul (PyCon 2014)
- Scrape Websites with Python + Beautiful Soup 4 + Requests -
- Scrapy & Github
- Web scraping: Reliably and efficiently pull data from pages that don't expect it - Asheesh Laroia
- Web scraping tutorial series
- The Five Colleges Guide to Statistics With R
- Swirl ("Statistics With Interactive R Learning")
- The Undergraduate Guide to R - Trevor Martin
- Open Courses: Free Data Science Training Courses (DataCamp.com)
- Rabbit: Intro to R - Nicola Sturaro
- Ramarro: R for Developers (advanced R) - Andrea Spanò
- Resources to Help You Learn and Use R - UCLA
- One Page R: A Survival Guide to Data Science with R - Graham Williams
- Impatient R
- Intro to R - Venables, Smith and R Core Team
- Very Short Intro to R - Torfs & Brauer
- Advanced R - Hadley Wickham
- The Analytics Edge - MIT (EdX.org)
- Computing for Data Analysis week 1 videos - Roger Peng, week 2, week 3, week 4 & Coursera course
- Data Analysis videos - Jeff Leek's Coursera course & lecture notes & Coursera course
- Beginner's guide to R: (6-part) Introduction (ComputerWorld) & Beginner's guide to R: Useful resources
- Quick-R
- R Programming - Johns Hopkins University (Coursera)
- The Data Scientist’s Toolbox - Jeff Leek, Roger Peng, Brian Caffo
- The Little Book of R for Time Series
- One Page R
- Rtips - Paul E. Johnson - HTML & PDF
- Advanced Data Analysis From an Elementary Point of View - Cosma Rohilla Shalizi
- OpenIntro Stats textbook & Documentation for 'openintro' R data package
- Twotorials.com (fun 2-min R tutorials)
- Official R manuals
- R for Beginners - Emmanuel Paradis
- R Inferno - Patrick Burns
- Intro to Data Analysis - Hadley Wickham
- Linear Regression Models - Jeff Goldsmith
- Simple R - John Verzani
- icebreakeR
- R Tutorials - William King
- Practical Regression and Anova using R
- R Programming Wikibook
- Using R for Data Analysis and Graphics - JH Maindonald
- Introduction to R (Lam)
- The R Guide - W.J. Owen
- More R books/papers/tutorials/presentations
- R Journal
- R-bloggers
- R on Youtube
- Learning Statistics With R - Dan Navarro
- Introduction to Probability and Statistics Using R (instructions for generating PDF book through R)
- Elements of Statistical Learning
- R Fundamentals and Programming Techiniques - Thomas Lumley
- Creating R Packages: A Tutorial
- Econometrics in R
- Learn R Youtube video channel
- Revolution Analytics Youtube video channel
- 2-hr talk on "Visualising data with ggplot2" by creator Hadley Wickham
- ggplot2_tutorial.R - Frank Davenport
- KnitR (elegant, flexible and fast dynamic report generation with R)
- KnitR in a Knutshell - Karl Broman
- How to Use KnitR - Vanderbilt University
- How to Use Knitr with a Rakefile
- Plain Text, Papers, Pandoc
- KnitrBoostrap
- Blog With KnitR and Jekyll
- CRAN Task View: Time Series Analysis
- History of R Financial Time Series Plotting
- Time Series Analysis With R
- Reading Financial Time Series Data with R - Joseph Rickert
- Rack Middleware as a General Purpose Abstraction - Mitchell Hashimoto (MountainWest RubyConf 2012)
- Rack: A Framework to Roll Your Own - Nishant Modak (Ruby Australia 2014)
- Moved to Ruby.markdown (because Github was truncating this page)
- Redis.io: Documentation | Intro | Clients
- Andrew Glover: Asynchronous Processing, Messaging, and Redis/Resque
- The Little Redis Book - Karl Seguin
- Redis Tutorials: Zero to Hero with NoSQL Redis: "You've Got Key Values! A Redis Jump Start"
- Redis Labs' Youtube videos
- Getting Started With Redis: Part 1 | Part 2 | Part 3 | Part 4 | Part 5
- Fun with Ruby and Redis - Javier Ramirez (ArrrCamp 2013)
- Medis (currently Mac-only): GetMedis.com | Github
- Cozmo Python SDK - Anki
- cozmo-tools - Dave Touretzky (Carnegie Mellon University)
- Cozmo Voice Commands (CvC) - Riccardo Sallusti
- Cozmo Challenge: Playfully learning how to program - GrinningHermit
- Cozmo Animation Explorer - GrinningHermit
- Cozmo Scratch SDK - Konnor Andrews
- Cozmo Beyond: Collection of projects built with Cozmo SDK - Peter Mitrano
- Cozmo Weather: I taught Cozmo to read the weather forecast - Daniel Wilches
- Cozplay demos - Cozmo games taking advantage of Cozmo's capabilities in unique and engaging ways
- Moved to Ruby.markdown (because Github was truncating this page)
- Awesome Scala (curated Scala resources) - Lauris Dzilums
- Scala School
- Official documentation | Cheatsheet
- Scala School - Twitter
- All About Scala
- 21 Steps to Get Started with Apache Spark using Scala - Ankit Gupta
- Effective Scala - Marius Eriksen
- Tim Cowlishaw - From Ruby to Scala and back again: Better living through type-checking - Tim Colishaw (Ruby Manor 4.0)
- Scala: The Simple Parts - Martin Odersky (GOTO Conf 2014)
- Typeclasses in Scala - Dan Rosen
- Akka.io
- A Practical Introduction to Akka Streams - Jacek Kunicki (Lambda Days 2017)
- Implementing the Reactive Manifesto with Akka - Adam Warski (Lambda Days 2015)
- Scala By Example - Martin Odersky (free PDF)
- Scala for the Impatient (free PDF; requires registration)
- Scala in Depth (free PDF; requires registration)
- Scala Tutorial (PDF) - TutorialsPoint.com
- Cats: Lightweight, modular, and extensible library for functional programming
- Intro to FP in Scala: Exploring a Toolbox for Solving Problems - Pawel Szulc (LambdaConf λC 2017): Part 1 | Part 2 | Part 3 | Part 4 | Part 5 | Part 6
- Real-World Functional Scala - Chris Birchall (Lambda World 2016)
- Functional Programming Essentials - Kelley Robinson (GOTO 2017)
- Scala Tutorial - LearningJournal.in: Elements of Functional Programming, Part 1 | Elements of Functional Programming, Part 2 | Full playlist
- Functional Programming Principles in Scala - Scala creator Martin Odersky (École Polytechnique Fédérale de Lausanne) Coursera
- Principles of Reactive Programming - Scala creator Martin Odersky, Erik Meijer & Roland Kuhn
- Functional Programming with Scala - Jacek Laskowski (JEE Conf 2015)
- Full Stack Type-safety: Elm with Scala - Choucri Fahed (Lambda Days 2017)
- Cats - A Fresh Look at Functional Programming in Scala - Mike Stew (LambdaConf 2015)
- Intro to Functional Programming in Scala - Joe Barnes
- Programs as Values: Pure Composable Database Access in Scala - Rob Norris
- Scala Days: 2017 | 2016
- Scalawags
- Learn Scala in One Video - Derek Banas
- Scala for the Intrigued - Dr. Venkat Subramaniam
- Big Data Pipelines With Scala - Gleb Kanterov (λC 2017)- Part 1 | Part 2
- Scala: The Simple Parts - Martin Odersky (SF Scala)
- Essential Scala: Six Core Principles for Learning Scala - Noel Welsh (Scala Days 2015 Amsterdam)
- Why Scala? - Venkat Subramaniam
- Scala with Style - Martin Odersky
- Demystifying Scala - Kelley Robinson (GOTO 2017)
- Effective Scala - Josh Suereth (DEVOXX 2016)
- Tim Cowlishaw - From Ruby to Scala and back again: Better living through type-checking - Tim Colishaw (Ruby Manor 4.0)
- Scala: The Simple Parts - Martin Odersky (GOTO Conf 2014)
- Scala talks: Confreaks.tv & Youtube
- Frank Abagnale: "Catch Me If You Can" | Talks at Google
- Awesome Hacking: A collection of awesome lists for hackers, pentesters & security researchers
- BadSSL.com - See how your browser behaves when SSL is incorrectly configured
- Computer Systems Security - MIT
- Critical Code in Millions of Macs Isn't Getting Apple's Updates
- Crypto101 (free in-depth cryptography book) - Laurens Van Houtven & PyCon US 2013 talk
- Cryptography Tutorial - Joe Armstrong
- How Hash Algorithms Work - ?
- Let's Encrypt - "lets site operators turn on and manage HTTPS with simple commands"
- Awesome Cryptography
- Encryption Works: How to Protect Your Privacy in the Age of NSA Surveillance - Micha Leee (Freedom of the Press Foundation)
- LetsEncrypt.org | Github | Twitter
- Free HTTPS certs for all – Let's Encrypt opens doors to world+dog
- Data Science Masters: Github & website
- Intro to Statistics - Thomas Haslwanter: HTML | PDF | Github (with full sourcecode)
- Learning From Data - Yaser Abu-Mostafa (Caltech)
- An Introduction to Statistical Learning With Applications in R - Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani & PDF & Videos
- Elements of Statistical Learning, 2nd ed
- Learning Statistics will Save Your Life - John Paul Ashenfelter (MountainWest RubyConf 2015)
- How Support Vector Machines work / How to open a black box - Brandon Rohrer
- Support Vector Machine (SVM) Tutorial - Abhishek Ghose
- Introduction to Computational Finance and Financial Econometrics - Eric Zivot
- Variety of Eric Zivot PDFs for Econ 584 including Vector Autoregressive Models for Multivariate Time Series
- Ruby-Toolbox - Testing tools
- Let's Make Testing Fun Again - Noel Rappin (WindyCityRails2012)
- Test Your Legacy Rails Code - Noel Rappin (Ruby Midwest 2011)
- Jenkins User Conference San Francisco 2012 videos
- Breaking Up With Your Test Suite - Justin Searls (AncientCity Ruby 2014)
- Jenkins User Conference London 2015
- Jenkins talks - Confreaks.tv
- Jenkins User Conference San Francisco 2012
- Jenkins User Conference Palo Alto 2013
- SimpleCov, RCov
- Ruby-Toolbox - Code Metrics
- Tmux Quickstart Guide - Sam Livingston-Gray
- Humans Present: tmux - Thoughtbot
- Keegan Lowenstein: Benefits of using tmux - lessons from streamlining a dev environment & Tmux & Vim - even better together
- A tmux Primer (on persistent remote sessions) - Daniel Miessler
- ArchLinux Tmux wiki
- The Tao of Tmux
- 10 Killer Tmux Tips - Benjamin Tan Wei Hao
- Impressive Ruby Productivity with Vim and Tmux - Chris Hunt & Ancient City Ruby 2013
- man page
- FAQ
- Pair Programming With Tmux - Flaviu Simihaian
- A Tmux Primer - Daniel Miessler
- Tmux: A Simple Start - Glenn Goodrich
- Intro to Tmux (NetTuts)
- Tmux Crash Course (Thoughtbot)
- Tmux - The Terminal Multiplexer - part 1 & part 2
- Terminal Multiplexers: Screen, Tmux
- Tmux Cheatsheet (Mohamed Alaa)
- Tmux Cheatsheet (Niklas Ottoson)
- Tmux Cheat Sheet & Quick Reference
- Tmux Cheatsheet (Alvin Alexander) & PDF
- Tmux Cheatsheet (Andrey Vit)
- Ruby-Toolbox - A/B Testing
- Building the Web for Everyone - Greg Tarnoff (MadisonRuby 2012)
- Your User: The Animal - Hampton Catlin (MadisonRuby 2012)
- Full Vim documentation + Vim FAQ (downloadable PDF)
- A vim Tutorial and Primer - Daniel Miessler
- VimDoc
- vim.wikia.com
- Vimcasts.org
- Vim London videos
- Vim talks - Confreaks.tv
- VimNinjas.com
- OpenVim tutorial
- UseVim.com
- vim + tmux - OMG!Code - Nick Nisi
- Learn to speak vim – verbs, nouns, and modifiers! - Yan Pritzker
- The grammar of Vim - Rafe Colburn
- MinuteVimTricks
- vi and vim editor: Tutorial and advanced features
- Vim graphical cheat sheet-based tutorial
- Buffers, windows & tabs
- Write code faster: expert-level vim - Ben Orenstein (Railsberry 2012)
- Vim Tips With Ben (Orenstein)
- Derek Wyatt videos - Novice, Intermediate and Advanced
- Impressive Ruby Productivity with Vim and Tmux
- Vim Commands Cheat Sheet
- Cheatsheet
- NerdTree: Guide Cheatsheet add a file
- Vundle plug-in manager
- A Byte of Vim
- Vi/Vim notes - Darin Brezeale
- How I Boosted My Vim - Vincent Driessen
- Faster Grepping in Vim - Dan Croak & More vim tips from Thoughtbot
- ack.vim
- Asynchronous Lint Engine (A.L.E.)
- Command-T
- ctags & Using Vim and Exuberant CTags for easy source navigation Manual & FAQ
- ctrlp.vim
- gist.vim
- jslint.vim
- NERDTree & video tutorial
- Recover.vim
- snipmate & video tutorial
- supertab
- syntastic
- tabular
- vim-coffee-script
- vim-fugitive & VimCasts & Painless Merge Conflict Resolution in Git
- vim-ipython
- vim-rails
- vim-rake
- vim-rspec
- vim-ruby
- vim-ruby-debugger
- vim-ruby-refactoring & Check out this excellent refactoring plugin - Justin Ram
- vim-surround
- vim-textobj-rubyblock & A text-object for ruby blocks - Drew Neil
- vim-unimpaired | Unimpaired Cheatsheet
- vundle
- Effective Rails Development with Vim - Islam Wazery
- Ruby Text Objects
- vim-rspec
- vim-ruby-refactoring tutorials
- vim-textobj-rubyblock
- Spacemacs Documentation & Github
- Evil Mode: Or, How I Learned to Stop Worrying and Love Emacs - Aaron Bieber
- Spacemacs ABC videos - Eivind Fonn
- Migrating from Vim
- Quick Start | FAQ
- Evil-Tutor
- Cheat Sheet
- Spacemacs (Vim mode) Cheatsheet - Jason J
- Alchemist docs | Alchemist (Github) | Wiki
- Elixir With Alchemist
- Alchemist Quick Reference Card (Spacemacs Version)
- Learn Vimscript the Hard Way - Steve Losh
- Scripting the Vim editor - Damian Conway:
- More instantly better Vim - Damian Conway (OSCON 2013)
- Compiling for the Web with WebAssembly (Google I/O '17)
- Will WebAssembly overtake JavaScript in Web Development? - Seth Samuel (Empire Node 2016)
- Why You Should Be Using Web Components Right Now. And How. - Phil Leggetter
- The Web Components Revolution is Here - Eric Bidelman (April 2014)
- National Weather Service - Nationwide radar loop
- National Weather Service - New York metro radar loop
- Dribbble: Show & tell for designers
- SpeckyBoy
- 25 Beautiful & Clean Web Design Examples
- Web Fundamentals: Best practices for great multi-device web experiences (Google)
- Web Fundamentals: Optimizing Performance (Google)
- Brackets code editor: Brackets.io & Github
- Adaptive Web Design - Aaron Gustafson
- Future-Friendly Resources
- Responsive Web Design, Mobile First and Progressive enhancement in action - Leonado Lenase (ScotlandJS 2012)
- Browser Versions Are Dead
- Luke Wroblewski blogs & presentations
- Pandoc: Universal Document Converter
- Sustainable Authorship in Plain Text using Pandoc and Markdown - Dennis Tenen and Grant Wythoff
- Plain Text, Papers, Pandoc
- reStructuredText
- ReStructured Text
- ReStructured Text Syntax - Thomas Cokelaer
- ReStructured Text Demo (.txt) & (.html)
- ReStructured Text Primer (.txt) & (.html)
- ReStructured Text Cheat Sheet - David Goodger (.txt) & (.html)