6 articles found
March 23, 2026
Extend logistic regression from binary to multiclass classification using the softmax function, cross-entropy loss, and gradient descent — with full derivation and interactive demo.
March 22, 2026
Understand logistic regression from the sigmoid function to maximum likelihood estimation and cross-entropy loss, with an interactive demo.
July 20, 2025
A clear explanation of ATE, ATT, and ATC in causal inference, using a regression-based example with visual illustrations.
July 18, 2025
A step-by-step introduction to Generalized Linear Models (GLMs) starting from basic linear regression, explaining distributions, link functions, and model construction with an interactive tool.
July 17, 2025
A gentle explanation of simple linear regression by combining the mathematical derivation with a visual demo of best-fit lines.
July 17, 2025
Understand linear regression through relatable examples, clear math, and a visual demo.