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Certificate of Completion

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THIS ACKNOWLEDGES THAT

HAS COMPLETED THE SPRING 2024 DATA SCIENCE BOOT CAMP

Douglas Stauffer

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Roman Holowinsky, PhD

MAY 01, 2024

DIRECTOR

DATE

TEAM

D&D Encounter Estimator

Alxandr York, Ingrida Semenec, Saswat Mishra, Noah Waller, Douglas Stauffer

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D&D is one of the most popular table-top role-playing games (TTRPGs). But, there are not a lot of tools nor data to answer questions about party optimization, resource management, combat difficulty etc.. Enter: FIREBALL, a dataset of 25,000 unique combat sessions. This dataset logs individual actions and character information from 25,000 unique sessions, giving a lot of information to leverage at answering a variety questions. The one of most interest to the group thus far has been combat optimization, but the dataset can speak to other areas as well.

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