Multiple Linear Regression & Polynomial Regression Model Example, The Very Basics | NerdML
What if you have more than one independent variable? In this video we will understand Multiple Linear Regression, how to generate straight line when we have more then one independent variables. We'll see use of polynomial regression, why it is known as linear regression & we'll derive equation for polynomial regression.
It is assumed that you are comfortable with Simple Linear Regression. If not, please review my playlist on that topic. Keep on learning!
Below topics are explained in this video:
1. What is Multiple Linear Regression? ( 00:57 )
2. What is Polynomial Regression? ( 06:03 )
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Please find the previous Video link - Introduction to Bayesian Linear Regression statistics | NerdML : • Introduction to Bayesian Linear Regression...
Please find the Simple Linear Regression video link where I have taught basics of calculus for solving partial derivations : • An Introduction to Simple Linear Regressio...
Machine Learning Tutorial Playlist: • Machine Learning Tutorial
Deep Learning Tutorial Playlist : • Deep Learning Tutorial
Prerequisites
Basic understanding of Linear Algebra, Probability, Calculus, Matrix & Python programming including pandas, numpy, scikit learn & some visualisation tools.
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Creator : Rahul Saini
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