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What is the most important difference between batch gradient descent, mini-batch gradient descent, and stochastic...

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What is the most important difference between batch gradient descent, mini-batch gradient descent, and stochastic gradient descent?

A.

Gradient size

B.

Gradient direction

C.

Learning rate

D.

Number of samples used

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