Linear Regression with MLE and MAP

Linear Regression using MLE and MAP with visualization and implementation

November 1, 2025 · 6 min · Utkarsh Sharma

Parameter Estimation: From MLE to Full Bayesian Inference

Maximum Likelihood, MAP and Bayesian Inference for probability estimation

October 30, 2025 · 8 min · Utkarsh Sharma