Machine Learning Examples

This repository contains basic regression model examples implemented using Python and Scikit-learn.

Contents

• SimpleLinearRegression.ipynb — Basic linear regression example.
• MultipleLinearRegression.ipynb — Regression model with multiple independent variables.
• PolynomialRegression.ipynb — Non-linear regression using polynomial features.

Skills Demonstrated

• Python (NumPy, Pandas, Scikit-learn)
• Data Preprocessing
• Regression Models
• Model Evaluation and Visualization

About

These notebooks were created as part of a learning process to understand the fundamentals of regression models in machine learning.