Resources

Resources Page:

This page contains info about valuable resources that are available for free to help us learn Machine Learning and Data Science in general.

Machine Learning Resources:

Math Behind Machine Learning :

• Mathematics for Machine Learning.
• Maths for ML: G. Thomas; UC Berkeley.
• Pattern Recognition & Machine Learning: Chris Bishop

Deep Learning Notes/Books :

• Stanford Lecture Notes.
• Neural Net and Deep Learning: M. Nielsen.
• Deep Unsupervised Learning Note: Berkeley.
• Deep Learning Book: I. Goodfellow, Y. Bengio