nyutal's Stars
donnemartin/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
awesomedata/awesome-public-datasets
A topic-centric list of HQ open datasets.
binhnguyennus/awesome-scalability
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
GokuMohandas/Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
javascript-tutorial/en.javascript.info
Modern JavaScript Tutorial
shap/shap
A game theoretic approach to explain the output of any machine learning model.
EthicalML/awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
rasbt/deeplearning-models
A collection of various deep learning architectures, models, and tips
dair-ai/ML-YouTube-Courses
📺 Discover the latest machine learning / AI courses on YouTube.
ddbourgin/numpy-ml
Machine learning, in numpy
dive-into-machine-learning/dive-into-machine-learning
Free ways to dive into machine learning with Python and Jupyter Notebook. Notebooks, courses, and other links. (First posted in 2016.)
alexeygrigorev/data-science-interviews
Data science interview questions and answers
hyperopt/hyperopt
Distributed Asynchronous Hyperparameter Optimization in Python
prasadgujar/low-level-design-primer
Dedicated Resources for the Low-Level System Design. Learn how to design and implement large-scale systems. Prep for the system design interview.
dair-ai/ML-Course-Notes
🎓 Sharing machine learning course / lecture notes.
christophM/interpretable-ml-book
Book about interpretable machine learning
huggingface/deep-rl-class
This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.
heathermiller/dist-prog-book
bfortuner/ml-glossary
Machine learning glossary
GokuMohandas/mlops-course
Learn how to design, develop, deploy and iterate on production-grade ML applications.
luspr/awesome-ml-courses
Awesome free machine learning and AI courses with video lectures.
Machine-Learning-Tokyo/AI_Curriculum
Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.
louisfb01/Best_AI_paper_2020
A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code
rasbt/stat453-deep-learning-ss20
STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2020)
rasbt/stat479-deep-learning-ss19
Course material for STAT 479: Deep Learning (SS 2019) at University Wisconsin-Madison
rasbt/stat479-machine-learning-fs18
Course material for STAT 479: Machine Learning (FS 2018) at University Wisconsin-Madison
hacker-tools/hacker-tools.github.io
Hacker Tools class website
andri27-ts/1-Year-MachineLearning-Journey
An advanced program in Machine Learning and Deep Learning
DL4CV/dl4cv.github.io