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Respond to each of the stated questions. You may keep your answers concise. Learning Rate: What is the role of learning rate in gradient descent?

Respond to each of the stated questions. You may keep your answers concise.

Learning Rate: What is the role of learning rate in gradient descent? What happens if the learning rate is set too low? What happens if it is set too high? Batch Size: What is the role of batch size in stochastic gradient descent? In what situation might we need to lower the batch size? Increase it?

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