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Data Science Methods and Statistical Learning
Prof. Samin Aref

Python Lab on Cross-validation and Validation for Regression Tasks

Public Jupyter Notebook on Google Colab:
https://drive.google.com/file/d/1EY8X...

The Jupyter code used in this video is based on Shilpa Arora's GitHub repository https://github.com/shilpa9a/Introduct...

Based on Chapter 5 of the textbook:
James, Gareth, Daniela Witten, Trevor Hastie, and Robert Tibshirani. An introduction to statistical learning. 2nd Edition. New York: Springer, 2021. Freely accessible at https://hastie.su.domains/ISLR2/ISLRv...
Lecture notes, code, and other resources: Freely accessible at https://www.statlearning.com/resource...

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