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Nathan Levin

Data Science Projects and Explorations

Gaming Behavior

Gaming The System Detectors

When students use intelligent tutoring systems they sometimes (~5% of the time) try to game the system. We can model these behaviors, but do our models hold up over time?

Github Notebook
Multiple Choice Test

NAEP Data Mining Competition

Award winning model for predicting student time usage. Why do some students run out of time on assessments? Does giving students extra time actually help them score higher?

Github Publication Notebook
Graduation Rates

Graduation Rates

Are their regional differences in graduation rates across the United States? What can demographic data tells us about graduation rates and how can we use that data to predict future graduation rates?

Github Notebook
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Coming Soon

Lorem

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Coming Soon

Epsum

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Coming Soon

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