Stock Market Price Prediction MODEL

#datascience #python #machinelearning #programming

Trying to Make a Stock price prediction model using Neural Network in Python

update

🚀 Just Launched: My Stock Price Prediction Web App! 📈

I'm excited to share a project I've been working on: a Stock Price Prediction model using LSTM (Long Short-Term Memory) neural networks — now deployed and live on Streamlit! 🔗

👉 Try it here: https://stock-price-prediction-a1.streamlit.app

🔍 What it does:

Predicts future stock prices using historical data from the last 5 years

Implements technical indicators like SMA, EMA, RSI, Bollinger Bands

Visualizes predictions interactively with Plotly

Built using Python, TensorFlow, yFinance, and Streamlit

🧠 Tech Stack:
Python, LSTM, TensorFlow, yFinance, Pandas, Plotly, Streamlit

✨ This project helped me dive deeper into time series analysis, model training, and deploying ML models as interactive web apps. Big thanks to the amazing open-source community that makes this possible.

Would love to hear your thoughts or suggestions for improvement!