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Certificate of Completion
THIS ACKNOWLEDGES THAT
HAS COMPLETED THE FALL 2025 DATA SCIENCE BOOT CAMP
William Powell
Roman Holowinsky, PhD
NOVEMBER 13, 2025
DIRECTOR
DATE

TEAM
Forecasting state electricity price
Gautam Neelakantan Memana,William Powell,Connor Basinger

Goal: Forecast the state electricity prices in the USA and understand the relations with data center activity, fuel prices, weather etc and understand the key drivers across different states.
Methods: Time series data analysis; e.g. ARIMA, Recurrent neural network
Datasets:
https://www.eia.gov/electricity/?rto=ercot&utm
https://dataminer2.pjm.com/feed/rt_da_monthly_lmps/definition?utm
https://www.climate.gov/maps-data/dataset/past-weather-zip-code-data-table
Further reference:
https://community.wolfram.com/groups/-/m/t/1136470
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