EE-Learning
Robust PCA & LU Factorization
Catogry:
Computing
Subject:
Machine Learning
Course:
Computational Linear Algebra For Coders
Lecture List
QR Algorithm to find Eigenvalues, Implementing QR Decomposition
PageRank with Eigen Decompositions
Numba, Polynomial Features, How to Implement Linear Regression
Compressed Sensing for CT Scans
Block Matrix Mult, Broadcasting, & Sparse Storage
Robust PCA & LU Factorization
Randomized SVD & Robust PCA
Review, New Perspective on NMF, & Randomized SVD
Topic Modelling with SVD & NMF
Matrix Math, Accuracy, Memory, Speed, & Parallelization