Michał Oleszak
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ML Posts

Regularization: Ridge, Lasso and Elastic Net

A Comparison of Shrinkage and Selection Methods for Linear Regression

Linear Classifiers: An Overview

Non-linear regression: basis expansion, polynomials & splines

Model Selection & Assessment: going beyond the train-val-test split

Boost your grasp on boosting 🚀: Demystifying the famous competition-winning algorithm.

Calibrating classifiers: Are you sure your model returns probabilities? 🎲

SVM Kernels: What do they actually do?

 
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