🎓 AI-Powered Adaptive Educational Platform

Personalized Learning Based on Individual Learning Styles using Machine Learning

This AI-powered educational platform dynamically adapts learning content according to each student's learning style — Visual, Auditory, Kinesthetic, or Reading/Writing. The system analyzes learning behavior, preferences, quiz results, and engagement to deliver personalized learning recommendations.

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🔥 Key Features

• Automatic Learning Style Detection
• Personalized Course Recommendations
• AI Chatbot for Learning Support
• Real-Time Progress & Analytics Dashboard
• Adaptive Quiz Engine
• Secure Login & User Database

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🚀 Technology Stack

Layer	Tech Used
Backend	Python
Machine Learning	Scikit-Learn, NLP
Frontend	HTML / CSS / JS / Streamlit
Database	MySQL / Firebase
IDE	VS Code
Version Control	Git & GitHub

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📂 Folder Structure

AI-Powered-Adaptive-Education-Platform │── frontend/ │── backend/ │── ML/ │── requirements.txt │── README.md │── execution_video.mp4

yaml Copy code

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⚙️ How to Run the Project

1️⃣ Install dependencies
pip install -r requirements.txt

yaml Copy code

2️⃣ Run backend
(Open the backend folder and execute the backend script)

3️⃣ Run frontend
(Open the frontend folder and start the UI — Streamlit / HTML / App)

📌 Refer to execution_video.mp4 for the exact step-by-step execution.

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🎥 Execution / Output Video

The complete working demo is included in the repository as:
📌 execution_video.mp4 OR Please Refer to this link 🔗 https://drive.google.com/file/d/1W84blnpeRTKYNZyZw5mtlMxJ-fmlvk98/view?usp=drive_link

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🔮 Future Enhancements

• Mobile application
• Multi-language learning
• Voice-based learning assistant
• Blockchain-based certificate validation

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👤 Developer

Developed by Shaik Mustafa

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📌 License

This project is for academic & educational purposes only.