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Certificate of Completion

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THIS ACKNOWLEDGES THAT

HAS COMPLETED THE SPRING 2023 DATA SCIENCE BOOT CAMP

Joseph Melby

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Roman Holowinsky, PhD

JUNE 07, 2023

DIRECTOR

DATE

TEAM

Frog and Bird Song Identification

Gautam Prakriya, Florian Stecker, Joseph Melby

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Work on the Kaggle Project: https://www.kaggle.com/competitions/rfcx-species-audio-detection

Our goal is to classify bird and frog species appearing in audio recording collected from Puerto Rican rainforests. We use various data preprocessing techniques in conjunction with machine learning classification algorithms to classify species and their song types using small snippets of audio found in noisy rainforest data sound recordings.

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github URL
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