
Deep Learning Quiz
Passage
•
Education
•
12th Grade
•
Practice Problem
•
Hard
ibtihel khdhaouria
FREE Resource
Enhance your content in a minute
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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