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Machine Learning Regression Model Selection in Python

Oct 26, 20242 min read40 views

This blog is made based on the past six regression I have taught. · Hello, welcome back to ML! So far, we have covered regressions, and this blog is...

Machine Learning Chapter 2.6: Random Forest Regression

Oct 25, 20242 min read59 views

Hello and welcome back to Machine Learning! Today, we'll learn about the intuition behind random forests and how to apply them step by step in Python....

Machine Learning Chapter 2.6: Random Forest Regression

Machine Learning Chapter 2.3: Polynomial Regression

Oct 22, 20245 min read45 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 2.2: Multiple Linear Regression

Oct 21, 202416 min read41 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 2.1: Simple Linear Regression

Oct 16, 20245 min read151 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