Optimization Techniques in Deep Learning

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WellRoundedBlueTourmaline
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5 Questions

Which step does gradient descent perform iteratively to minimize the loss function of the neural network?

All of the above

What is the goal of gradient descent in deep learning models?

To minimize a given function

Which algorithm is behind training deep learning models?

Gradient descent

What does gradient descent aim to minimize in deep learning models?

The loss function of the neural network

What are the two steps performed by gradient descent iteratively?

Compute the gradients and update the parameters

Test your knowledge on batch, mini-batch, and stochastic gradient descent with this quiz. Learn about the different optimization techniques used in deep learning models and enhance your understanding of how machines learn from examples.

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