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Lecture
The Problem of Overfitting
Description
This lecture covers the problem of overfitting in deep networks, using examples from classification and curve fitting. It discusses the flexibility of deep networks, the classification of new inputs, and the detour into polynomial curve fitting. The instructor emphasizes the importance of controlling flexibility to avoid overfitting.
Official source
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