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GIAC Machine Learning Engineer Sample Questions (Q120-Q125):

NEW QUESTION # 120
In machine learning, what is the primary goal of optimization algorithms?
Response:

A. To increase data storage efficiency
B. To improve the accuracy of predictions
C. To reduce the computational complexity
D. To enhance data visualization techniques

Answer: B

NEW QUESTION # 121
Which activation function is typically used in the output layer of a neural network for binary classification?
Response:

A. ReLU
B. Tanh
C. Sigmoid
D. Softmax

Answer: C

NEW QUESTION # 122
The term 'convolution' in CNNs refers to:
Response:

A. A function applied to reduce the size of the data
B. The process of combining multiple neural networks
C. A specialized neural network layer for image processing
D. A technique for accelerating network training

Answer: C

NEW QUESTION # 123
What does the term 'epoch' refer to in the context of training a deep learning model?
Response:

A. A single iteration over the entire dataset
B. The process of tuning hyperparameters
C. The final phase of model training
D. The initial phase of model training

Answer: A

NEW QUESTION # 124
Which algorithm is best suited for handling time-series data?
Response:

A. Convolutional Neural Networks
B. Recurrent Neural Networks
C. Decision Trees
D. K-Means Clustering

Answer: B

NEW QUESTION # 125
......

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