📈 Vision Stock Price Predictor

A Flask-based stock market analysis and prediction web application that helps users visualize stock trends, moving averages, and compare predicted prices with actual market prices.

🚀 Features

• Search and analyze stock market data.
• Interactive stock price visualization.
• 100-Day Moving Average chart.
• 200-Day Moving Average chart.
• Prediction vs Actual Price comparison.
• Responsive and user-friendly interface.
• Built using Python, Flask, and Chart.js.

🛠️ Tech Stack

• Python
• Flask
• Pandas
• NumPy
• TensorFlow / Keras
• Chart.js
• HTML
• CSS
• JavaScript

📊 Project Workflow

1. Fetch historical stock market data.
2. Clean and preprocess the dataset.
3. Apply machine learning model for prediction.
4. Generate future price predictions.
5. Visualize trends and results through interactive charts.

📂 Project Structure

Vision/
│
├── app.py
├── requirements.txt
├── static/
├── templates/
├── model/
├── README.md
└── assets/

🎯 Key Learning Outcomes

• Financial data analysis
• Data preprocessing
• Machine Learning model integration
• Flask web development
• Interactive data visualization

🔮 Future Improvements

• Multiple stock comparison
• Real-time stock data integration
• Advanced forecasting models

👨‍💻 Author

Suraj Bhalerao