Machine Learning (ML)

1. Introduction to Machine Learning: Theoretical Foundations

Posted on Mar 23, 2025

2. Supervised learning: Univariate Linear Regression (Linear Regression with One Variable)

Posted on Mar 23, 2025

3. Supervised learning: Multiple features (Linear Regression with Multiple Variable)

Posted on Mar 29, 2025

4. Supervised learning: Understanding Classification with Logistic Regression

Posted on Apr 06, 2025

5. Supervised learning: Cost function and Gradient descent for Logistic Regression

Posted on Apr 13, 2025

6. Understanding Overfitting and Underfitting in Machine Learning

Posted on May 03, 2025