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Certificate of Completion

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THIS ACKNOWLEDGES THAT

HAS COMPLETED THE FALL 2022 DATA SCIENCE BOOT CAMP

Ziyuan Zhang

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Roman Holowinsky, PhD

DECEMBER 14, 2022

DIRECTOR

DATE

TEAM

Maple

Ziyuan Zhang

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This project aims at predicting the trend of stock prices and takes Apple Inc. as an example stock to make the forecast. The project improves the baseline model ARIMA tremendously by adding multiple financial, macroeconomic and market factors. The project then builds a RNN model LSTM which also significantly improves the baseline model.

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github URL
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