README.md

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Stock Price Forecasting

DataSynthis ML Engineer Intern Job Task SET-B

Overview

Time series forecasting for stock prices using ARIMA and LSTM models.

Models

• ARIMA: Statistical approach
• LSTM: Deep learning approach

Dataset

Google (GOOGL) stock prices from 2018-2025 via Yahoo Finance

Performance

ARIMA achieved RMSE of $3.48 vs LSTM's $30.88

Usage

Enter stock ticker and select forecast horizon to generate predictions.

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