Calculus

Calculus for AI & ML

Calculus for AI & ML

This sheet contains all the topics that will be covered for Calculus for AI & ML.


Calculus Fundamentals

Calculus Fundamentals

Optimization

Loss Function, Convexity & Optimization

Gradient Descent

Gradient Descent for Optimization

Newton's Method

Newton’s Method for Optimization