Regression & Classification – Multiple Linear Regression

Published by SuperDataScience Team

August 29, 2018

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Multiple Linear Regression

(For the PPT of this lecture Click Here)


Multiple Linear Regression intuition is the same as Simple Linear Regression but with multiple variables and combinations of b (coefficients) and x (independent variables).
Here’s the difference between both equations.
We use the multiple linear regression model when we’re dealing with a dependent variable that is affected by more than one factor.
For example, a person’s salary can be affected by their years of experience, years of education, daily working hours, etc. In this case we would use multiple linear regression.

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