Machine-Learning-Projects

This repository contains machine learning projects built as part of my learning and hands-on experience in data science. Each project demonstrates real-world use cases of machine learning, from data preprocessing to model training and evaluation.

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📁 Projects Included

🏠 Bangalore Real Estate Price Prediction

• Objective: Predict the price of real estate properties in Bangalore based on features like location, square footage, number of bedrooms, etc.
• Tech Stack: Python, Pandas, NumPy, Matplotlib, Scikit-learn
• ML Techniques Used: Data cleaning, feature engineering, linear regression, model evaluation

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🧠 Skills Demonstrated

• Data preprocessing and feature selection
• Exploratory Data Analysis (EDA)
• Building regression models
• Evaluating model performance (R² score, MAE, RMSE)
• Deployment-ready code structure

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🚀 How to Run

1. Clone the repository:

   git clone https://github.com/Omkar-git-hub/Machine-Learning-Projects.git