# Awesome List - Probability & Statistics

- A visual introduction to probability and statistics
- Paradoxes of Probability and statistics
- Probability and Statistics Cookbook
- Introduction to Statistics using NumPy
- Probability Theory (For Scientists and Engineers)
- Statistics Done Wrong
- Probability Course - book
- Elements of statistical learning book - here
- An Introduction to Statistical Learning
- Notes from Course on Probablistic Graphical Models
- Common statistical tests are linear models - or how to teach stats