Neural networks for financial prediction.

Varbanova, Venera

Student Work

Neural networks for financial prediction.

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The purpose of this project is threefold: firstly, to make an overview of what artificial neural networks are; secondly to demonstrate the process of building and testing a neural network; and thirdly to examine and analyze the use of neural networks as a forecasting tool, specifically a neural network's ability to predict future trends of a Stock Market Index and a publicly traded NASDAQ stock.

This report represents the work of one or more WPI undergraduate students submitted to the faculty as evidence of completion of a degree requirement. WPI routinely publishes these reports on its website without editorial or peer review.

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