Useful Links and Resources

Machine Learning Video Tutorials

  • Convolutional Neural Networks for Visual Recognition CS231n Link
  • Natural Language Processing with Deep Learning Link
  • Introduction to Reinforcement Learning: David Silver Link
  • PyTorch Zero To All Lecture



  • Machine Learning Blogs and Blogposts

  • Everything about ML you need! Link
  • ML Bookmarks compiled by Mohammad Innat
  • Karpathy Blog
  • Colah Blog
  • Distill:Machine Learning Research Should Be Clear, Dynamic and Vivid.
  • Netscope: Visualize popular network architectures
  • Essential Cheat Sheets for Machine Learning and Deep Learning Engineers
  • Simple Reinforcement Learning with Tensorflow Link
  • Word2Vec Tutorial using GenSym Link
  • Implementing a CNN for Text Classification in TensorFlow Tutorial
  • Papers with Code Link
  • ModelZoo: Open source deep learning code and pretrained models


  • GitHub Repositories and Codes


  • Domain Adaptation Link
  • Huge Collection of GAN Applications and Demos Link
  • Implementing a CNN for Text Classification in TensorFlow Tutorial
  • Fast.ai Library, Lessons and Tutorial Link
  • Miscellaneous


  • 3Blue1Brown