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Sunday, 17 May 2020

Simple Linear Regression - Mathematical Explanation | NerdML

Simple Linear Regression using Least Square Error - This video will help you to understand that Simple linear regression is a statistical approach that allows us to study relationships between two continuous (quantitative) variables: dependent (Y variable) & independent (X variable). How this works with simple examples, and will also explain how Simple Linear Regression is being used in various industries. I have tried to cover all aspects including inner functionality of this algorithm, mathematics derivations used behind Simple Linear Regression.

Below topics are explained in this video:
1. What is Simple Linear Regression? ( 00:08 )
2. Why Least Square Error ( 02:51 )
3. Mathematical explanation of Simple Linear Regression? ( 03:35 )
4. Recap for next video (06:13)

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