🏠 House Rent Prediction - Machine Learning Model

📌 Project Overview

A Machine Learning model to predict house rent based on Size, BHK, and Bathrooms using Linear Regression.

🛠️ Tech Stack

• Python, Pandas, NumPy
• Scikit-learn (Linear Regression)
• Matplotlib, Seaborn (EDA & Visualization)

📊 What's Inside

• Exploratory Data Analysis (EDA)
• Correlation Heatmap
• Model Training & Evaluation (MAE, MSE, R²)
• Actual vs Predicted Visualization
• Custom Rent Prediction

📁 Files

File	Description
.ipynb	Jupyter Notebook (source code)
.html	Rendered HTML version
.pdf	PDF version for quick viewing

👤 Author

Nishant Shaileshkumar Trivedi