aenrichus/Everything-AI

All of the Artificial Intelligence resources available. Updated daily.

Everything AI

All of the Artificial Intelligence resources available. Updated daily-ish.

News

01 Jul 2020

• It is clear that a wiki would be a better way to organize this information.
• Purchased a domain and will be porting information over shortly.

Past News

• June 2020

Currently Ongoing Courses

Currently Ongoing Study Groups

• TWIMLAI Reinforcement Learning Study Group (GitHub)

Machine Learning

Reinforcement Learning

Books

• Reinforcement Learning: An Introduction by Richard S. Sutton and Andrew G. Barto (2020)

Courses

Free

• Reinforcement Learning Course by DeepMind x UCL (2018)
• Reinforcement Learning Course by David Silver (2015)

Study Groups

• TWIMLAI Reinforcement Learning Study Group (GitHub, 2020)

Supervised Learning

Books

• Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann (2020)
• Deep Learning by Ian Goodfellow, Yoshua Bengio, and Aaron Courville (2016)

Courses

• Deep Learning Lecture Series 2020 by DeepMind x UCL (2020)
• Deep Learning Course by DeepMind x UCL (2018)

Unsupervised Learning

Special Topics

Computational Neuroscience

Mailing Lists

• Comp-neuro: The Computational Neuroscience Email List

Machine Learning x Society

International Conferences

• FAccT: Conference on Fairness, Accountability, and Transparency (formerly FAT*, Website, Twitter)
  • 2021 Dates TBD, Toronto, Ontario, Canada

Math for Machine Learning

Natural Language Processing

International Conferences

• ACL-IJCNLP: Association for Computational Linguistics and International Joint Conference on Natural Language Processing (Website, Twitter)
  • 1-6 August 2021, Bangkok, Thailand

Symbolic Artificial Intelligence

Uncategorized

Affinity Groups

• {Dis}Ability in Artificial Intelligence (Website, Twitter)
• Black in Artificial Intelligence (Website, Joleh, Facebook, Twitter)
• Jews in Machine Learning (Website)
• Latinx in Artificial Intelligence (Website, Twitter)
• Queer in Artificial Intelligence (Website, Twitter)
• Women in Machine Learning (Website, Twitter)

Communities

• Machine Learning Tokyo (Website, GitHub, Meetup)
• TWIMLAI: This Week in Machine Learning an Artificial Intelligence (Website, GitHub)

International Conferences

• Artificial Intelligence at WikiCFP
• ICML: International Conference on Machine Learning (Website)
  • 12-18 Jul 2020, Virtual-only Conference
  • Submission Deadlines: 20 Jan 2020 (Abstract), 06 Feb 2020 (Paper)
• NeurIPS: Conference on Neural Information Processing Systems (Website)
  • 05-12 Dec 2020, Virtual-only Conference
  • Submission Deadlines: 27 May 2020 (Abstract), 05 Jun 2020 (Paper)
• AAAI: Association for the Advancement of Artificial Intelligence (Website)
  • 02-09 Feb 2021, Vancouver Convention Centre, Vancouver, British Columbia, Canada
  • Submission Deadlines: 01 Sep 2020 (Abstract), 09 Sep 2020 (Paper)
• ICLR: International Conference on Learning Representations (Website)
  • 04-08 May 2021, Messe Wien Exhibition & Congress Center, Vienna, Austria
• CVPR: Conference on Computer Vision and Pattern Recognition (Website)
  • 19-25 Jun 2021, Nashville, Tennessee, USA
  • Submission Deadlines: 16 Nov 2020 (Paper)
• ICCV: International Conference on Computer Vision (Website)
  • 11-17 Oct 2021, Montreal, Quebec, Canada

Local Conferences

• BayLearn: Bay Area Machine Learning Symposium (Website)
  • 15 Oct 2020, Virtual-only Conference
  • Submission Deadlines: 25 Jun 2020 (Abstract)

Mailing Lists

• Machine Learning News

Newsletters

• Alan Turing Institute

People

• Jürgen Schmidhuber (Twitter, Website, Wikipedia, Scholar)
• Timnit Gebru (Twitter, Website, Wikipedia, Scholar)

Podcasts

• Artificial Intelligence by Lex Fridman
• Artificially Intelligent by Christian Hubbs and Stephen Donnelly
• Brain Inspired by Paul Middlebrooks
• Eye on AI by Craig Smith
• No BiAS by Melody Travers and Saurabh Bagalkar
• Talking Machines by Katherine Gorman and Neil Lawrence
• The AI Podcast by NVIDIA
• TWIMLAI: This Week in Machine Learning and Artificial Intelligence by Sam Charrington

Residency Programs (Industry)

• Facebook AI Residency Program
• Google AI Residency Program
• Microsoft AI Residency Program
• Shell.ai Residency Programme
• Uber AI Residency Program

YouTube Channels

• AI2: Allen Institute for Artificial Intelligence
• Applied AI Course
• DeepMind
• MIT CSAIL
• Robert Miles
• Siraj Raval (Raval was caught plaigarizing papers.)
• The Artificial Intelligence Channel (Last updated 2018)
• TWIMLAI: This Week in Machine Learning and Artificial Intelligence
• What is Artificial Intelligence

Future Plans

• Resources
  • Books
  • Conferences
  • News
  • Courses
  • Videos
  • Study Groups
  • People
  • Blogs (Tutorials)
  • GitHub Repos
  • Podcasts
  • Summer Schools
  • Research Programs (PhD)
  • Industry Residencies
  • Review Papers
  • Significant Papers
  • Mailing Lists
  • Newsletters
• Separate Sections
  • Curricula
  • Significant Papers
  • Applied Research
  • Non-English Resources
  • Local Conferences
  • Jobs / Company information
• Long Term
  • Related content mapping (Wiki?), ratings
  • Discussions, Shared Notes