All About ML — Theory and Code

ML Course in Blogs — Important Machine Learning concepts explained in detail for beginners

1. All About ML — Part 1: Detailed explanation of Linear Regression

2. All About ML — Part 2: Lasso and Ridge Regularization

3. All About ML — Part 3: Logistic Regression

4. All About ML — Part 4: Evaluation metrics in classification algorithms

5. All About ML — Part 5: Decision Trees

6. All About ML — Part 6: Bagging, Random Forests and Boosting

7. All About ML — Part 7: Support Vector Machines

8. All About ML — Part 8: Understanding Principal Component Analysis — PCA

9. All About ML — Part 9: Naïve Bayes Algorithm

10. All About ML —Part 10: ML Use Case — Strategies for Customer Retention: A Cox Survival Model Treatment