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Dennis Tran's Projects

computer-science icon computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

customer_segments icon customer_segments

Reviewed unstructured data to understand the patterns and natural categories that the data fits into. Used multiple algorithms and both empirically and theoretically compared and contrasted their results.

determining-fault-severity icon determining-fault-severity

Classified the fault severity of cell towers to predict service outages given previous data. Modeled using Logistic Regression, Gradient Boost, and Random Forest to determine the best results.

finding_donors icon finding_donors

Investigated factors that affect the likelihood of charity donations being made based on real census data. Developed a naive classifier to compare testing results to.

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