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πŸ“ˆ Stock Price Prediction using Linear Regression & PySpark

This repository contains a Jupyter Notebook for predicting stock prices using Linear Regression with PySpark.

πŸ“Œ Project Overview

The goal of this project is to analyze historical stock data and predict future stock prices using Linear Regression. The implementation leverages PySpark, which allows efficient handling of large datasets.

πŸ“ File Structure

  • BDA_Project.ipynb – The main Jupyter Notebook containing the full implementation.

πŸ›  Requirements

Ensure you have the following dependencies installed:

pip install pyspark pandas matplotlib scikit-learn

πŸš€ Running the Notebook

  1. Clone the repository:
    git clone https://github.com/vishnus1793/Big-Data-Analysis.git
    cd Big-Data-Analysis
  2. Start Jupyter Notebook:
    jupyter notebook
  3. Open BDA_Project.ipynb and execute the cells.

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