SVD and Matrix Decompositions - The Netflix Algorithm and JPEG Compression
A deep engineering dive into Singular Value Decomposition, LU, QR, and Cholesky decompositions - the mathematical tools behind recommender systems, image compression, and numerically stable ML computations.