Free Books

General Machine Learning:

Deep Learning:

  • Deep Learning 1ed (2016) by Ian Goodfellow, Yoshua Bengio and Aaron Courville.

Reinforcement Learning:

Gaussian Processes:

Statistics:

Non-Free Books

General Machine Learning:

Monte Carlo Methods:

Graphical Models:

Statistics: