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📊 AI Study Pattern Analyzer

AI-powered web application that analyzes student study patterns, predicts performance, and provides personalized insights using Machine Learning and Flask.


Python Flask ML

🚀 Features

  • 📊 Study pattern analysis
  • 🤖 ML-based predictions
  • 📈 Performance insights
  • 🎯 Smart recommendations
  • 🌐 Interactive web interface

🛠 Tech Stack

  • Frontend: HTML, CSS, JavaScript
  • Backend: Flask (Python)
  • Machine Learning: Scikit-learn
  • Data Processing: Pandas, NumPy

🧠 How It Works

  1. User inputs study-related data
  2. Data is processed using Pandas
  3. Pre-trained ML model analyzes patterns
  4. Predictions are generated
  5. Results displayed via Flask web app

📷 Preview


⭐ Key Highlights

  • End-to-end ML project
  • Integrated ML model with Flask
  • Real-world use case
  • Clean UI design

⚙️ Run Locally

git clone https://github.com/Nairayadav/AI-Study-Pattern-Analyzer.git
cd AI-Study-Pattern-Analyzer
pip install -r requirements.txt
python app.py

[def]: image.png

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AI-driven study pattern analyzer that evaluates student habits, predicts performance, and delivers personalized recommendations using Flask and Machine Learning.

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