Sebastian Raschka
@sebastianraschka·88.6K subscribers·307 videos
L5.4 (Optional) Calculus Refresher I: Derivatives
Posted
February 11, 2021
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4,571
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February 11, 2021
4,571
61
4
1.42%
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17:37Now PlayingSebastian's books
Understanding gradient descent, which is an optimization algorithm for minimizing the loss of a predictive model, requires some calculus basics. Since we all have varying calculus backgrounds, let me introduce or recap some calculus tidbits that will be useful for understanding gradient descent. In this video, I will start by talking about derivatives (you can think of them as something like 1-dimensional gradients).
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This video is part of my Introduction of Deep Learning course.
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