Linear Algebra

Linear Algebra for AI & ML

Vector Fundamentals

Vector Fundamentals

Matrix Operations

Matrix Operations

Eigen Value Decomposition

Eigen Values, Eigen Vectors, & Eigen Value Decomposition

Principal Component Analysis

Principal Component Analysis

Singular Value Decomposition

Singular Value Decomposition

Vector & Matrix Calculus

Vector & Matrix Calculus

Vector Norms

Vector & Matrix Norms

Hyperplane

Equation of a Hyperplane