Stock market prediction(Nifty-50) using Machine Learning algorithms

Project Description

This project focuses on leveraging machine learning algorithms, specifically Random Forest and Long Short-Term Memory (LSTM) networks, to predict stock market trends, with a particular emphasis on the Nifty 50 index. Real-time stock data is acquired from Yahoo Finance through the yfinance library and is carefully preprocessed to ensure high quality and suitability for model training. During model development, Random Forest, a supervised learning algorithm, creates multiple decision trees and combines their predictions.
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Technologies Used

Project Abstract