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GIAC Machine Learning Engineer Sample Questions (Q24-Q29):

NEW QUESTION # 24
In the context of deep learning, what is a 'convolutional layer' primarily used for?
Response:

A. To reduce the size of the neural network
B. To accelerate the training process of the network
C. To classify input data into different categories
D. To extract features from input data like images

Answer: D

NEW QUESTION # 25
Which of the following is commonly used to prevent overfitting in deep neural networks?
Response:

A. Decreasing the dataset size
B. Using dropout during training
C. Increasing the number of hidden layers
D. Increasing the learning rate

Answer: B

NEW QUESTION # 26
Which of the following are key characteristics of genetic algorithms used in neural network optimization?
(Choose two)
Response:

A. Fitness evaluation based on a predefined objective
B. Random initialization of weights
C. Manual selection of hyperparameters
D. Evolution through mutation and crossover

Answer: A,D

NEW QUESTION # 27
What is the main advantage of using a 'bagging' approach in ensemble learning?
Response:

A. To increase the bias in the model
B. To optimize individual model parameters
C. To reduce the variance of the model
D. To enhance the speed of training models

Answer: C

NEW QUESTION # 28
Which techniques are commonly used to evaluate the quality of clustering results?
(Choose two)
Response:

A. Elbow method
B. Confusion matrix
C. Silhouette score
D. ROC curve

Answer: A,C

NEW QUESTION # 29
......

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GIAC Machine Learning Engineer Sample Questions (Q24-Q29):

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Dan Cook Dan Cook

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GMLE Reliable Exam Test | Valid GMLE Exam Labs

Valid GMLE Exam Labs | Exam GMLE Tutorials

GIAC Machine Learning Engineer Sample Questions (Q24-Q29):

GIAC GMLE Online Practice Test Engine Recommendation