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Certificate of Completion

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THIS ACKNOWLEDGES THAT

HAS COMPLETED THE SPRING 2023 DATA SCIENCE BOOT CAMP

Maria Tiongco

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Roman Holowinsky, PhD

JUNE 07, 2023

DIRECTOR

DATE

TEAM

Gamer Gametime Habits

Maria Tiongco, Aycan Katitas, Joshua Schroeder

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Play Next in Steam: A Game Recommendation System! We built a video game recommendation system based on a matrix factorization algorithm and trained the model on a subset of real Steam Users and their playtimes in the games in their libraries. The model predicts a Steam User's potential playtime in a game they have not played before. With this prediction, the recommender can recommend games to a Steam User based on what games the model predicts the user will put the most hours into. This also provides helpful information to the Steam User by seeing which games can potentially give them the most playtime per game price.

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