ML Reference Resources

Textbooks and courses that I have not consumed yet, but here for reference.

📚 ref
Table of Contents

I have not read these books at all, but keeping here as good (potentially introductory) references to complex topics when I need them.

General Mathematics

Numerical Methods

Differential Equations

Signal Processing

Statistics

Machine Learning

Learning Theory

Time Series

RL/Control

Problem Books