🚀 Machine Learning Projects

Welcome to my collection of Machine Learning projects! 🤖
These projects range from beginner to intermediate level and cover a variety of ML concepts including regression, classification, and data visualization.
Built using Python 🐍, pandas 🐼, scikit-learn 🎯, and matplotlib 📈.

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📁 Projects Included

1. 📱 iPhone Price Predictor

• Goal: Predict the price of iPhones based on their version using Linear Regression.
• Tech Used: pandas, matplotlib, scikit-learn
• Model: Simple Linear Regression

2. 📷 Automatic Selfie Capture

• Goal: Capture a selfie automatically when a smile is detected using webcam feed.
• Tech Used: OpenCV, Haar Cascades, datetime
• Model: Haar Cascade Classifiers for Face and Smile Detection

(You can expand this list as your project collection grows!)

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🛠 Technologies Used

• Python 3
• pandas
• numpy
• matplotlib
• scikit-learn
• OpenCV
• Jupyter Notebook (optional)

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📦 Installation

1. Clone the repository:

git clone https://github.com/yourusername/machine-learning-projects.git

2. Navigate to the folder:

cd machine-learning-projects

3. (Optional) Create a virtual environment:

python -m venv venv
source venv/bin/activate  # or venv\Scripts\activate on Windows

4. Install dependencies:

pip install -r requirements.txt

5. 🚀 Running a Project

Example for iPhone Price Predictor:

python iphone_price_predictor.py

Or open the .ipynb file in Jupyter Notebook for step-by-step execution.

📚 Learning Focus

✅ Data Preprocessing

✅ Model Training

✅ Data Visualization

✅ Evaluation Metrics

✅ Real-world Datasets

✅ Computer Vision Applications

🌱 Future Additions

Classification models (e.g., Iris, Titanic)

Clustering (KMeans, DBSCAN)

Neural Networks (basic)

Time Series Forecasting

🙌 Contributions

Contributions are welcome! Feel free to fork this repo, improve the code, and submit a pull request.

📬 Contact

Feel free to connect or reach out via LinkedIn or open an issue for any questions.

⭐ Show Your Support

If you like this project, give it a ⭐ and share it! 😊

Let me know if you want it tailored with your username, LinkedIn, or any specific projects!