Probabilistic Machine Learning

The core biblio

• Probabilistic Machine Learning
• The elements of Statistical Learning
• Information Theory, Inference, and Learning Algorithms
• Pattern Recognition and Machine Learning

A somehow lighter/practical door

• An introduction to Statistical Learning
• Data Mining with R

Some people I love to listen to

• Michael Jordan

• Vincent Warmerdam

  • Winning with Simple, even Linear, Models
  • The profession of solving (the wrong problem)
  • Untitled12.ipynb
  • Priors of Great Potential - How You Can Add Fairness Constraints to Models Using Priors

Python

• Calmly Made by people who want to remedy the skill anxiety.