Projects
A selection of my favorite projects
Machine Learning Optimization
A dive into techniques and statistical background in machine learning optimization, with focus upon stochastic gradient descent, variance reduction techniques, and the bias-variance tradeoff
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Machine Learning and NBA Statistics
Applicaitons of Logistic Regression and LDA for analysis of player position classification, using a single-game NBA player statline to predict what position they are playing.
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Statistical Design of Experiment - Free Throw Shooting
A free throw "routine" factor screening using factorial experimental design.
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