Machine Learning

Resources

  • Book: Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow by Aurélien Géron
  • Book: An Introduction to Statistical Learning by Gareth James, Daniela Witten, Trevor Hastie, and Robert Tibshirani
  • Book: The Elements of Statistical Learning by Trevor Hastie, Robert Tibshirani, and Jerome Friedman
  • Book: Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann
  • Lectures: CS 229 Lectures by Andrew Ng
  • Lectures: CS 540 Lectures by Nando de Freitas
  • Docs: Scikit-Learn Documentation

Projects

Pages