University of Colorado Boulder - Integral Calculus and Numerical Analysis for Data Science 

Integrals and Area under the Curve

Fundamental Theorem of Calculus and Computing Simple Integrals

Computing Area bounded by Lines and Curves

Indefinite Integrals

Integration by Parts

Integral and Area under the Curve Quiz

Fundamental Theorem of Calculus and Computing Simple Integrals Quiz

Computing Area bounded by Lines and Curves Quiz

Integration by Parts Quiz

Root-finding using Bisection Method

Root-finding using Newton's Method

Simple bisection method for root-finding Quiz

Newton's method for root-finding Quiz

Diagonalization Introduction

Diagonalization

Diagonalization Example 3x3

Symmetric Matrix

Diagonalization of Symmetric Matrix 3x3

Singular Value Decomposition Overview

Singular Value Decomposition Example

Diagonalization of a 3x3 Matrix Quiz

Partial Derivatives Introduction

Partial Derivatives examples, Part I

Partial Derivatives examples, Part II

Directional Derivatives with example

Gradient Vectors & Steepest Descent

Partial Derivatives Quiz