top of page

Your certificate is now private

CertificateBackground.png

Certificate of Completion

ErdosHorizontal.png

THIS ACKNOWLEDGES THAT

HAS COMPLETED THE FALL 2025 DATA SCIENCE BOOT CAMP

William Powell

Roman Holowinsky, PhD

NOVEMBER 13, 2025

DIRECTOR

DATE

clear.png

TEAM

Forecasting state electricity price

Gautam Neelakantan Memana,William Powell,Connor Basinger

clear.png

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

Screen Shot 2022-06-03 at 11.31.35 AM.png
github URL

©2017-2026 by The Erdős Institute.

bottom of page