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Building Machine Learning Regression Models Using Scikit-Learn

Welcome to the Course
Introduction
Preview
Linear Regression
Understanding Linear Regression
Preview
Understanding Linear Regression through Excel
Further Concept
How to Measure Goodness of a Regression Model?
Scaling Variables
Steps to Create a Regression Model
Advanced Algorithms for Regression
Understanding Random Forest Algorithm for Regression
Understanding Support Vector Machine (SVM) for Regression
The Project
Building Regression Models Using Scikit-Learn
Course Closure
Next Steps

Linear Regression

Building Machine Learning Regression Models Using Scikit-Learn
By: Partha Majumdar
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In this section, we will discuss linear regression and then extrapolate the idea to other forms of regression.

We'll cover the following topics in this section:
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