2025
an archive of posts from this year
| Jul 02, 2025 | Foundations of Non-Parametric Models: KNN, Decision Tree & the Road to Ensembles |
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| May 11, 2025 | Optimization Techniques in Regression Tasks |
| May 04, 2025 | Advanced Parametric Regression Techniques |
| May 03, 2025 | Capturing Non-Linearity in Regression |
| Apr 06, 2025 | Robust Regression for Noisy Data |
| Feb 22, 2025 | Regression Metrics Explained: MAE, RMSE, R², and Beyond |
| Feb 08, 2025 | Generalized Linear Models: A Unified Framework for Modern Regression |
| Jan 26, 2025 | Beyond OLS — A Deep Dive into Ridge, Lasso, and Elastic Net |
| Jan 12, 2025 | Linear Regression Explained: From Normal Equations to Residual Diagnostics |