Linear Regression Explained & Implemented from Scratch | Elements of Statistical Learning Ch. 2

Описание: In this video from, we dive into Chapter 2 of The Elements of Statistical Learning and bring Linear Regression to life!

📚 What you'll learn:

The theory behind linear regression, explained simply
Step-by-step walkthrough of the core concepts from Chapter 2
A full implementation of linear regression from scratch in Python
A side-by-side comparison with `scikit-learn`'s LinearRegression — with matching results!

🎓 Whether you're a student studying statistics or a data science enthusiast revisiting the fundamentals, this video is designed to make serious learning feel... fun!

🔧 Tools used:

Python
NumPy
scikit-learn

👉 Don’t forget to like, subscribe, and leave a comment if you have questions or suggestions for future chapters!

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