Stock Sphere Analysis and Forecasting

The Stock Market Prediction System leverages advanced machine learning techniques and Python to forecast stock price movements with improved accuracy. Developed using libraries like TensorFlow, Scikit-learn, and Pandas, this system processes historical data, technical indicators, and market trends to predict stock prices in real time. It features an intuitive user interface for data visualization and provides actionable insights through predictive analytics. By automating data analysis and forecasting, this solution empowers investors with data- driven decision-making, reduces risks, and enhances portfolio management efficiency

Authors

Publication Details

Journal
International Journal for Research in Applied Science and Engineering Technology
Published
2025-05-26
DOI
https://doi.org/10.22214/ijraset.2025.66672
Primary Topic
Complex Systems and Time Series Analysis
Type
article
Field-Weighted Citation Impact
0.00
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article

Stock Sphere Analysis and Forecasting

Subhash Chandra Bose B H
International Journal for Research in Applied Science and Engineering Technology
Complex Systems and Time Series Analysis
article

Stock Sphere Analysis and Forecasting

Subhash Chandra Bose B H
article en

Abstract

The Stock Market Prediction System leverages advanced machine learning techniques and Python to forecast stock price movements with improved accuracy. Developed using libraries like TensorFlow, Scikit-learn, and Pandas, this system processes historical data, technical indicators, and market trends to predict stock prices in real time. It features an intuitive user interface for data visualization and provides actionable insights through predictive analytics. By automating data analysis and forecasting, this solution empowers investors with data- driven decision-making, reduces risks, and enhances portfolio management efficiency

International Journal for Research in Applied Science and Engineering TechnologyVol. 13(5)
Openalex Percentile: Top 84%
Complex Systems and Time Series Analysis
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Stock Sphere Analysis and Forecasting — Subhash Chandra Bose B H · International Journal for Research in Applied Science and Engineering Technology (2025) | TGRS Research Map | TGRS