Posts

This is where I occasionally post my attempts to concisely and coherently write to understand and explain the math behind key machine learning concepts — and sometimes my thoughts on other topics. Feedback is welcome!

March 29, 2025 Flat, Hierarchical, and Model-based Clustering
December 26, 2024 Logistic Regression Basics
September 10, 2024 The Role of Covariance in Principal Component Analysis
May 9, 2024 Multilayer Perceptron
December 19, 2022 First few words