Deep Learning Quiz

Deep Learning Quiz

12th Grade

10 Qs

quiz-placeholder

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Deep Learning Quiz

Deep Learning Quiz

Assessment

Passage

Education

12th Grade

Practice Problem

Hard

Created by

ibtihel khdhaouria

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10 questions

Show all answers

1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the loss function used in deep learning for regression?

Mean Squared Error

Cross Entropy

Log Loss

Mean Absolute Error

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which activation function is a straight-line function where the activation is proportional to the input?

Linear Activation Function

ReLU

Tanh

Sigmoid

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the range of the Tanh activation function?

[0, 1]

[-1, 1]

[0, ∞]

[-∞, ∞]

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the main advantage of Leaky ReLU over ReLU activation function?

Solves the dying ReLU problem

Enables backpropagation for negative input values

Avoids vanishing gradient problem

Less computationally expensive

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the learning rate used in the example of regression?

0.8

0.05

0.2

0.1

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the output value in the example of regression with input X1 = 2.6, X2 = 3.1, and weights w1 = 0.29, w2 = 0.24?

0.89

1.49

2.11

0.81

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which function is most commonly used as an activation function for the last layer of the neural network in multi-class classification?

Sigmoid

ReLU

Softmax

Tanh

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