Unleash the Power of Stock Price Prediction 📈💰

Harness the power of linear regression and 50-day moving average (50DMA) data to predict stock prices with remarkable accuracy. 🚀✨

This repository provides a simple yet effective stock price prediction tool, empowering you to make informed investment decisions. 🎯

Uncover the Secrets of Stock Prices 🔍

1. Gather Stock Data: Collect comprehensive stock data encompassing open, high, low, close, volume, 50DMA, and 200DMA values. 📚

2. Train the Predictive Model: Utilize our provided code to train a linear regression model, employing 50DMA as the independent variable and closing price as the dependent variable. 👩‍🏫👨‍🏫

3. Generate Predictions: Feed new 50DMA values into the trained model to obtain corresponding closing price predictions. 🔮

4. Visualize Insights: Uncover the relationship between 50DMA values and predicted closing prices using an insightful line plot. 👀

Become a Part of Our Innovation Community 🤝

We invite passionate developers and data enthusiasts to join us in enhancing this project's capabilities and expanding its applicability. 🤝

Feel free to create pull requests with your improvements, suggestions, and innovative ideas. Together, we can revolutionize the future of stock prediction. 🚀

License 📃

This project is licensed under the MIT License, fostering open collaboration and innovation.

Let's Embark on This Stock Prediction Journey Together! 🚀✨