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