Simple Linear Regression in Python | Code Walkthrough with Real CSV Dataset

Published: 16 April 2025
on channel: Beyond boundaries

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Want to understand how Simple Linear Regression works using Python? In this video, we’ll walk through a complete implementation using a CSV dataset! 🚀

You’ll learn how to: ✅ Import and clean data using pandas
✅ Perform calculations with numpy
✅ Build and train a model with scikit-learn
✅ Visualize results using matplotlib

Whether you're a beginner in machine learning or just want to brush up your regression skills, this hands-on tutorial is for you!

📌 Tools/Libraries Used:

Python

pandas

numpy

matplotlib

scikit-learn

📂 Dataset used: CSV format (loaded with pandas)

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