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Your certificate is now private

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Certificate of Completion

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THIS ACKNOWLEDGES THAT

HAS COMPLETED THE FALL 2022 DATA SCIENCE BOOT CAMP

Moeka Ono

Roman Holowinsky, PhD

DECEMBER 14, 2022

DIRECTOR

DATE

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TEAM

Juniper

Christopher Chia, Moeka Ono

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Maps of forests allow us to know the locations of a variety of different tree cover types. However, forests change over time, and updating maps involves an expensive process of data collecting.

We answer two questions: Can we instead predict tree cover types just from geographical features?
And can we identify the most essential feature to prioritize when collecting data?

We answer these questions with machine learning algorithms and topological data analysis.

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github URL
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