SVD Applications: Pseudo Inverse - Low Rank Rep. - PCA - Eigenfaces - Example Problem - Python Code

Python Code: Pseudo Inverse: https://github.com/csreddy89/ML-Codes/blob/main/SVD_Implementation_PseudoInverse.ipynb Low Rank Approximation: https://github.com/csreddy89/ML-Codes/blob/main/SVD_Low_Rank_Approximation.ipynb Image Compression: https://github.com/csreddy89/ML-Codes/blob/main/Color_Image_Compression_using_SVD_.ipynb PCA Implementation using SVD: https://github.com/csreddy89/ML-Codes/blob/main/PCA_Implementation_using_SVD.ipynb #svd #linearalgebra #dimensionalityreduction #pca #matrixinverse #systemoflinearequations Machine Learning Playlist : https://www.youtube.com/playlist?list=PLKolgtjvFc5cc45pY7ukeTu1tiz8wgSHP