Stock Sight

DOI

https://www.doi.org/10.59256/ijire.20240503012

Published In

Volume 5, Issue 3 (2024)

Published Online

May-June 2024

Pages

105-107

Article Type

Research Article

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Abstract: Stock Sight aspires to serve as a beacon of knowledge and insight, equipping stakeholders with a powerful forecasting tool capable of deciphering emerging market trends, predicting future stock prices, and optimizing investment strategies. By harnessing the latent potential of time series analysis, the project seeks to empower investors and financial professionals with the foresight and understanding necessary to navigate the dynamic and ever-evolving landscape of the stock market effectively. Through meticulous attention to detail and a commitment to excellence, "Stock Sight" emerges as an indispensable resource in the pursuit of financial success and prosperity. As "Stock Sight" progresses, it embarks on the development and evaluation of an array of sophisticated time series forecasting models, each meticulously tailored to discern and predict future stock prices with precision. Drawing upon methodologies such as Autoregressive Integrated Moving Average (ARIMA), Seasonal ARIMA (SARIMA), and Long Short-Term Memory (LSTM) networks, the project meticulously trains and optimizes these models using historical data. Through the rigorous application of robust evaluation metrics and comprehensive validation techniques such as cross-validation, "Stock Sight" meticulously assesses the effectiveness of each model, ensuring only the most reliable and accurate predictions are presented. Ultimately, "Stock Sight" aspires to serve as a beacon of knowledge and insight, equipping stakeholders with a powerful forecasting tool capable of deciphering emerging market trends, predicting future stock prices, and optimizing investment strategies. By harnessing the latent potential of time series analysis, the project seeks to empower investors and financial professionals with the foresight and understanding necessary to navigate the dynamic and ever-evolving landscape of the stock market effectively. Through meticulous attention to detail and a commitment to excellence, "Stock Sight" emerges as an indispensable resource in the pursuit of financial success and prosperity.