Mao Mao's Blog
Series

Machine Learning (Python)

All the blogs are in Python language.

Articles in this series

Machine Learning Chapter 1: Data Preprocessing

Oct 15, 202417 min read935 views

Hey there! Welcome to Chapter 1 on Data Preprocessing! Before getting into Machine Learning, let me tell you what you'll need: Educational...

Machine Learning Chapter 1: Data Preprocessing

Machine Learning Chapter 2.1: Simple Linear Regression

Oct 16, 20245 min read128 views

Welcome to Part 2 - Regression! Regression models (both linear and non-linear) are used for predicting a real value, like salary for example. If your...

Machine Learning Chapter 2.1: Simple Linear Regression

Machine Learning Chapter 2.2: Multiple Linear Regression

Oct 21, 202416 min read36 views

Welcome to Part 2.2 of Machine Learning! Here is the equation for multiple linear regression. As you can see, it is quite similar to our linear...

Machine Learning Chapter 2.2: Multiple Linear Regression

Machine Learning Chapter 2.3: Polynomial Regression

Oct 22, 20245 min read44 views

Welcome back to Machine Learning! Today we’ll talk about Polynomial Regression Polynomial Regression Intuition If you look carefully, polynomial...

Machine Learning Chapter 2.3: Polynomial Regression

Machine Learning Chapter 2.4: Support Vector Regression (SVR)

Oct 23, 20244 min read25 views

Welcome to Machine Learning! Support vector regression was created in the 90s by Vladimir Vapnik and his team at Bell Labs, which was known as AT&T...

Machine Learning Chapter 2.4: Support Vector Regression (SVR)

Machine Learning Chapter 2.5: Decision Tree Regression

Oct 25, 20244 min read33 views

Welcome to another blog on Machine Learning! Today we are going to have a look at the Decision Tree Regression. Intuition There is a term called CART...

Machine Learning Chapter 2.5: Decision Tree Regression