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Machine Learning Versus March Madness
Ari Bets@ari-bets · video 89 of 97
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Description
Machine learning, March Madness, sports analytics, AI, and predictive modeling all come together in this breakdown of overfitting, generalization, data splitting, validation, testing, and covariate shift. March Madness is one of the clearest real-world examples of how a machine learning model can perform well on training data and still fail on unseen data. Regular-season college basketball provides the training set, including KenPom ratings, tempo-free efficiency metrics, turnover percentages, offensive rebounding rates, conference trends, and matchup data.
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