#148 – Charles Isbell and Michael Littman: Machine Learning and Education
Lex Fridman Podcast
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Bridging Machine Learning and Statistics
This chapter explores the intricate relationship between machine learning and statistics, discussing whether machine learning is merely computational statistics or something broader. It highlights the evolution of machine learning conferences, the role of hyperparameters, and the teaching methodologies that prioritize practical implementation over theoretical understanding. The dialogue also emphasizes the significance of data interpretation, the impact of computational practices, and the challenges faced in learning environments.
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