Supervised Learning Algorithms - Regression

A deep dive into commonly used regression algorithms.

17 Tutorials
1 Exercises
Beginner Level
100% Online
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About this course

Contributors & Instructors

What you will learn?

Course Content

Introduction to Supervised Learning

Introduction to Linear Regression

Simple Linear Regression

Multiple Linear Regression

Evaluating a Regression Model

Exercise on Linear Regression

Challenge - Linear Regression

Bias and Variance

Decision Tree

Exercise on Decision Tree

Challenge - Decision Tree

Support Vector Regressor

Exercise on Support Vector Regressor

Challenge - Support Vector Regressor

Regression Forest

Ensemble Models

Exercise on Random Forest Regressor

Challenge - Random Forest Regressor

Earn Recognition


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