GAN_MCQ
Authored by Joyce 2345
Computers
Professional Development
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50 questions
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1.
MULTIPLE CHOICE QUESTION
45 sec • 1 pt
Which is the basic building block of deep learning?
Decision Tree
Random Forest
Artificial Neural Network
Support Vector Machine
2.
MULTIPLE CHOICE QUESTION
45 sec • 1 pt
What is a perceptron?
A convolution layer
A single-layer neural network
A pooling layer
A type of data input
3.
MULTIPLE CHOICE QUESTION
45 sec • 1 pt
What does a neural network's "weight" represent?
Processing speed
Adjustable parameter influencing output
Storage capacity
None of the above
4.
MULTIPLE CHOICE QUESTION
45 sec • 1 pt
Which activation function is commonly used in hidden layers?
Sigmoid
ReLU
Tanh
All of the above
5.
MULTIPLE CHOICE QUESTION
45 sec • 1 pt
What is the main purpose of backpropagation in ANN?
Data normalization
Optimizing weights using error gradients
Feature selection
Input data encoding
6.
MULTIPLE CHOICE QUESTION
45 sec • 1 pt
Which optimization algorithm is widely used for training neural networks?
Gradient Descent
Nearest Neighbor
Apriori
K-Means
7.
MULTIPLE CHOICE QUESTION
45 sec • 1 pt
In deep learning, what is dropout used for?
Increase model complexity
Reduce overfitting
Data cleaning
Ensemble learning
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