Stock-Price-Prediction-ML

Predict next-day stock closing prices using Linear Regression and Random Forest with visualization.

Stock Price Prediction Using Machine Learning

This project predicts the next day's stock closing price using historical stock data.
We used Linear Regression and Random Forest models and visualized results.

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Features

• Predict stock closing price
• Visualize stock trends, volume, and feature correlation
• Compare Linear Regression and Random Forest predictions
• Error analysis using MAE and MSE

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Installation

Make sure you have Python installed. Then run:

pip install -r requirements.txt