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Deep Learning Quiz

Authored by Jeric Logrosa

Computers

9th Grade - University

Used 2+ times

Deep Learning Quiz
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10 questions

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1.

FILL IN THE BLANK QUESTION

30 sec • 1 pt

What algorithm is commonly used in deep learning to calculate the gradient of the loss function with respect to each weight in a neural network?

2.

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30 sec • 1 pt

Which optimization algorithm in machine learning adapts the learning rate for each parameter individually using first and second moment estimates?

3.

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30 sec • 1 pt

What mathematical operation is essential for computing weight updates in neural networks and involves finding the slope of a function at a given point?

4.

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1 min • 1 pt

Which gradient-based optimization method updates weights by moving in the opposite direction of the gradient and is known for its simplicity?

5.

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30 sec • 1 pt

What tensor operation is fundamental for transforming input data in neural networks and is used to combine weights and activations?

6.

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30 sec • 1 pt

Which optimization algorithm in deep learning adjusts the learning rate using an exponentially decaying average of squared gradients to normalize updates?

7.

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30 sec • 1 pt

What is the primary goal of neural network training in deep learning?

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