Python Tutorial: LINEAR REGRESSION with Statsmodels and Sklearn!

Published: 09 September 2025
on channel: Rosie's STEM

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In this video, we'll learn how to do both simple and multiple linear regression using Python and the sklearn module. I'll show some step-by-step coding examples using a Jupyter notebook. You can follow along with me with the GitHub repository linked in the description. Also, don't forget to like, share, and subscribe to Rosie's STEM for more math tutorials!

Links:
[Jupyter Notebook on Github](https://github.com/amandakube/rosies_...)
[Simple Linear Regression Vid]( • Linear Regression Made EASY For Beginners )
[Multiple Linear Regression Vid]( • Mastering Multiple Linear Regression: A Be... )
[Meet the Palmer Penguins](https://allisonhorst.github.io/palmer...)

Chapters
00:00 Introduction
2:12 Setup
5:18 Simple Linear Regression Example
22:04 Multiple Linear Regression Example
30:20 Conclusion

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