🎓 College Prediction System

A web-based College Prediction System that helps students determine suitable colleges based on their scores, preferences, and other relevant data. This tool leverages predictive algorithms to suggest colleges and streamline the admission process.

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🚀 Features

• Predict colleges based on:
  • Exam scores (e.g., SAT, ACT, or other standardized tests)
  • Preferred course or major
  • Location preferences
• Detailed insights about suggested colleges
• User-friendly interface for data input
• Backend support for handling large datasets
• Secure and scalable design

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🛠️ Technology Stack

• Frontend:

  • HTML, CSS, JavaScript
  • Framework: React.js / Vue.js (if applicable)

• Backend:

  • Python with Flask or Django
  • RESTful APIs for data handling

• Database:

  • MySQL / PostgreSQL

• Machine Learning:

  • Libraries: Scikit-learn, Pandas, NumPy

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📂 Project Structure

CollegePredictionSystem/
├── frontend/
│   ├── index.html
│   ├── styles.css
│   └── app.js
├── backend/
│   ├── app.py
│   ├── models/
│   │   └── predictor.py
│   ├── routes/
│   │   └── api.py
│   └── templates/
├── data/
│   ├── college_dataset.csv
│   └── processed_data.pkl
├── .gitignore
├── requirements.txt
└── README.md