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Great Resources

Important Articles

Sites and blogs

  • Papers with code. Awesome resource that contains links to original papers as well as their implementation and leaderbords
  • Towards Data Science. Daily updated collection of articles on machine learning and data science concepts. You can also contribute articles on this.
  • https://colah.github.io/. Very nice explanation of concepts like CNN, RNN and many more with nice visualizations
  • http://jalammar.github.io/. Simple explanation of advanced NLP topics like attention, transformers, BERT etc.
  • http://ruder.io/. Blogs focused on NLP, Transfer Learning and Multi Task Learning
  • http://karpathy.github.io/. Few good blogs on Reinforcement learning
  • ML Mastery. ML and DL concepts in practical way with implementation details
  • AI Trends. Latest News on AI

Courses

Videos