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Avnish edited this page Jun 11, 2025 · 2 revisions

📈 Stock Trend Prediction App Wiki

Welcome to the Stock Trend Prediction App Wiki!
This project showcases a machine learning-based web application that uses a trained LSTM (Long Short-Term Memory) model to predict future stock prices using historical data from the Alpha Vantage API.

⚠️ Educational Use Only

Warning: This application is developed solely for educational and demonstrative purposes.
Do NOT use this application or its outputs for actual investment or trading decisions.
The developer holds no liability for any financial loss resulting from use of this app.
It does not provide financial advice or real-time, reliable market predictions.

See Disclaimer & Limitations for full details.

📚 Table of Contents

  1. 🏁 Overview
  2. ✨ Features
  3. 🛠 Tech Stack
  4. 🗂 Project Structure
  5. 🚀 Getting Started
  6. ⚠️ Disclaimer & Limitations
  7. 🔐 Privacy & Security

🔎 Quick Links

📌 Purpose of the Project

This application is designed to help:

  • 💡 Students and enthusiasts learn about time series prediction using deep learning
  • 📈 Visualize moving averages and trends in historical stock data
  • 🧪 Experiment with LSTM-based forecasting in a real-world context

📘 For more technical or development-specific details, check out the individual pages linked above.

Happy Forecasting! 📉📈

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