Machine Learning with Python! Polynomial Regression

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Tutorial on modeling a Polynomial Regression in Python. Learn about the difference between linear and non-linear functions, create a Polynomial Regression from scratch and compare the accuracy of a Polynomial Regression to a Simple Linear Regression.

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|-Video Chapters-|
0:00 - Intro
0:29 - Linear functions and polynomials
3:14 - Non-linear functions
7:58 - Simple linear regression on a non-linear data set
11:06 - Polynomial regression
20:16 - Comparing the mean squared errors
21:31 - References and additional learning
  1. Adrian Dolinay
  2. Machine Learning with Python! Polynomial Regression
  3. Polynomial regression
  4. quadratic regression
  5. linearity
  6. non-linearity
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