Stochastic Gradient Descent Example - Search Videos

NND54| c10 | The Math of LMS Learning: Deriving the Stochastic Gradient Descent

YouTubelearndataa

NND54| c10 | The Math of LMS Learning: Deriving the Stochastic Gradient Descent

How does a neural network automatically find the perfect weight settings using only one data sample at a time? It all comes down to the legendary Widrow-Hoff LMS Learning Rule. What You'll Learn: - What "Stochastic" Actually Means: Why dropping the Expected Value E[.] operator turns a heavy global average into a fast, real-time "online" guess ...

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