Polynomial Regression in Machine Learning | Python Tutorial (Truth or Bluff Salary Prediction)

Published: 28 August 2025
on channel: Engineer’s Point

📌 In this video, we will learn how to implement Polynomial Regression in Python step by step.
We’ll use the famous “Truth or Bluff Salary Prediction” dataset and compare Linear Regression vs Polynomial Regression.

You will learn:
✅ What Polynomial Regression is
✅ How to implement it using scikit-learn
✅ How to visualize regression results in Matplotlib
✅ How Polynomial Regression outperforms Linear Regression for non-linear data
✅ How to make predictions with trained models

This is a complete beginner-friendly tutorial and by the end, you’ll be confident in applying Polynomial Regression in your own projects.

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