Stock Price Predictions With a Linear Model and Neural Network

Authors

  • Ivan Ma Irvington High School
  • Odysseas Drosis

DOI:

https://doi.org/10.47611/jsrhs.v13i1.6321

Keywords:

artificial intelligence, machine learning, stock price prediction

Abstract

The stock market is important for the economy: not only does it provide ways for businesses to raise capital, but it also allows individuals to build wealth. This paper focuses on building an artificial intelligence (AI) model that can predict the prices of stocks based on historical prices. The data used to train the AI model was collected via Yahoo Finance, and the result was a model that could predict the prices of shares of different companies with a mean square error (MSE) of less than 100.

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References or Bibliography

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Mehar Vijh, Deeksha Chandola, Vinay Anand Tikkiwal, Arun Kumar, Stock Closing Price Prediction using Machine Learning Techniques, Procedia Computer Science, Volume 167, 2020, Pages 599-606, ISSN 1877-0509, doi.org/10.1016/j.procs.2020.03.326.

Published

02-29-2024

How to Cite

Ma, I., & Drosis, O. (2024). Stock Price Predictions With a Linear Model and Neural Network. Journal of Student Research, 13(1). https://doi.org/10.47611/jsrhs.v13i1.6321

Issue

Section

HS Research Projects