Machine Learning with Python! Polynomial Regression

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.

Link to Simple Linear Regression Tutorial: https://youtu.be/_pOsCecLGts Link to Mean Squared Error Tutorial: https://www.youtube.com/watch?v=tJpzKILW-Kg

GitHub repo containing the notebook under "Machine Learning Workshops" - https://github.com/tudev/Workshops-2020-2021

CONNECT: LinkedIn: https://www.linkedin.com/in/adrian-dolinay-frm-96a289106/ GitHub: https://github.com/ad17171717 Twitter: https://twitter.com/DolinayG

------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 ... https://www.youtube.com/watch?v=T-hTR77lel4