Machine Learning Notes

From foundational concepts to advanced techniques, these notes provide a valuable resource for anyone looking to expand their knowledge and skills in Machine Learning.

Linear Regression Notes

Regularization

Logistic Regression

In-Depth Logistic Regression

Support Vector Machine Part 01

Support Vector Machine Part 02

ROC Curve

Decision Tree ( Andrew NG lecture )

Decision Tree

Ensemble Techniques

Boosting Algorithms

kmeans

Naive Bayes