# Calculus

__1. Basics:__

Limits and continuity, Derivatives: definition and basic rules, Derivatives: chain rule and other advanced topics, Applications of derivatives, Analyzing functions, Integrals, Differential equations, Applications of integrals.

__2. Building an intitution of Calculus:__

Big picture of Calculus, Max and Min and Second Derivative, Exponential function, Integrals, Rules in Caclulus.

__3. Calculus and Optimization for Machine Learning:__

Singlevariate Functions, Multivariate Functions, Basic optimisation.