Machine Learning Resources

Ongoing update

Quick start

• Google AI Education https://ai.google/education/
• Machine Learning Cheat Sheet http://ml-cheatsheet.readthedocs.io

General

• Deep/Reinforcement Learning Summer School

  • https://mila.quebec/en/cours/deep-learning-summer-school-2017/
  • https://dlrlsummerschool.ca/

• Deep Learning online textbook (Ian Goodfellow, Yoshua Bengio, Aaron Courville)

  • http://www.deeplearningbook.org/

• fast.ai course http://fast.ai

Blogs and updates

• http://colah.github.io/
• Machine Learning Mastery https://machinelearningmastery.com/blog/
• Towards Data Science https://towardsdatascience.com/
• KDNuggets http://www.kdnuggets.com/

Visual recognition

Stanford CS231n: Convolutional Neural Networks for Visual Recognition http://cs231n.github.io/

Latest research

• International Conference on Machine Learning (ICML) https://icml.cc/
• Papers with Code https://paperswithcode.com/