Vector Fundamentals
Vector Fundamentals
Linear Algebra
Linear Algebra for AI & ML
less than a minute
Linear Algebra for AI & ML
This sheet contains all the topics that will be covered for Linear Algebra for AI & ML.
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