Скачать или смотреть Lecture 5 : Polynomial Linear Regression | Machine Learning

Lecture 5 : Polynomial Linear Regression | Machine Learning

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Lecture Work : https://colab.research.google.com/dri...
Used Dataset : https://www.kaggle.com/datasets/miraj...

In this video, we will explore Polynomial Linear Regression, an important extension of Simple Linear Regression that helps capture non-linear relationships between variables.

What You Will Learn in This Video:
Introduction to Polynomial Regression
Mathematical background and formulation
Difference between Linear and Polynomial Regression
Degree of polynomial and overfitting explanation
Implementing Polynomial Regression in Python
Visualizing polynomial curves with Matplotlib
Practical project example for prediction
Comparison with Linear Regression

This lecture is perfect for beginners who want to go beyond simple models and understand how to fit non-linear data using polynomial regression.

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