Hussein AbdulrahmaninTowards Data ScienceA Big Problem with Linear Regression and How to Solve ItIntroduction to Robust Regression in Machine Learning·7 min read·Feb 1, 2022--8--8
Hussein AbdulrahmaninTowards Data ScienceYou Don’t Know SVD (Singular Value Decomposition)Truly Understanding SVD — The Intuitive Core Idea·6 min read·Feb 21, 2019--26--26
Hussein AbdulrahmaninTowards Data ScienceDimensionality Reduction For Dummies — Part 3: Connect The DotsAn intuitive solution to PCA using Eigenvalue Decomposition.7 min read·Nov 1, 2018--2--2
Hussein AbdulrahmaninTowards Data ScienceDimensionality Reduction For Dummies — Part 2: Laying The BricksSee how your cat can help you understand PCA…8 min read·Oct 29, 2018--8--8
Hussein AbdulrahmaninTowards Data ScienceDimensionality Reduction For Dummies — Part 1: IntuitionDimensionality Reduction with PCA and SVD. Explained in a simple, visual, and intuitive way. From the big picture to mathematical rigor.·7 min read·Oct 18, 2018--16--16