CS 59200 Probabilistic Machine Learning

Course Description: CS 59200 Probabilistic Machine Learning

Textbook: Probabilistic Machine Learning (a book series), Kevin Murphy, pdf

References:

• Deep Learning, Ian Goodfellow
• Pattern Recognition and Machine Learning, Christopher Bishop
• Information Theory, Inference, and Learning Algorithm, David MacKay