Resources

Linear Algebra Review and Reference

• CMU Linear Algebra Notes
• The Matrix Cookbook
• Essence of Linear Algebra

Caltech courses: Ma1b, ACM104

Probability Theory

• Brown University Seeing-Theory
• Caltech courses: Ma3, ACM116, ACM157, ACM 158

Calculus

• MIT Open Courseware
• Caltech course: Ma1ac

Python

• Python Data Science Handbook
• Caltech course: CS1