Math for Machine Learning

Math Basics

1. Basic Tensor Operations
2. Principal Component Analysis
3. Single Value Decomposition (SVD)
4. Eigen Values and Eigen Faces
5. Euclidean Distance
6. Affine Transformation

Blogs

1. Matrix Factorization

Videos

1. Essence of Linear Algebra