Project Overview - tarunc27/TCS-Stock-Price-Analysis-and-Prediction GitHub Wiki

Objective: To analyze and predict TCS stock prices using different machine learning techniques and evaluate their performance on historical stock data.

Models Implemented:

Linear Regression

Long Short-Term Memory (LSTM)

Random Forest Regressor (optional for comparison)

Dataset:

Source: Yahoo Finance or local CSV

Timeframe: August 2002 – December 2023

Features: Date, Open, High, Low, Close, Volume, Dividends, Stock Splits