All About ML

Understanding Principal Component Analysis — PCA

In Machine Learning, while working on real world…

All About ML — Part 7: Support Vector Machines

Given a problem statement to categorize a set of data into classes, we can…

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

All About ML — Part 5: Decision Trees

Have you ever had difficulty in deciding what to do in a situation? Well as human beings we…

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

All About ML — Part 3: Logistic Regression

In any data set, we can have numerical or/and categorical features. We need to be…

All About ML — Part 2: Lasso and Ridge Regularization

1.1 Introduction