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Learn about the critical concept of overfitting in machine learning through a 41-minute lecture that uses decision trees as a practical example to demonstrate how models can become too complex and fit noise in training data rather than actual patterns, impacting their ability to generalize to new data.
Syllabus
Lecture 5a: Overfitting
Taught by
UofU Data Science