What you will learn from this course?
– Course Logistics
– Why are we here?
– Topic Modeling with NMF and SVD
– Background Removal with Robust PCA
– Compressed Sensing with Robust Regression
– Predicting Health Outcomes with Linear Regressions
– How to Implement Linear Regression
– PageRank with Eigen Decompositions
– Implementing QR Factorization
Time to complete : 1 month
Cost : Free
Course Level : Expert
Language : English