MITx 6.86x - Machine Learning with Python-From Linear Models to Deep Learning

Link to course

Resources:

• MIT Open Courseware
  
• [Book - online] UC Berkeley - Artifical Intelligence: A Mordern Approach
  
• [Book - online] Ian Goodfellow, Yoshua Bengio, Aaron Courville - Deep Learning
  
• [Book - online] UC Berkeley - Dive into Deep Learning
  
• [Book - online] Mathematics for Machine Learning
• [Book - pdf] Stanford - The Elements of Statistical Learning
  
• [Github - Deep learning with python notebooks]
  
• [Lectures & notes] Cornell - Machine Learning for Intelligent Systems
  
• [Lectures & notes] Stanford - Convolutional Neural Networks for Visual Recognition
• Quant ML
  
• Notes from previous student