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GIAC Machine Learning Engineer Sample Questions (Q103-Q108):

NEW QUESTION # 103
What is the main goal of cluster analysis in unsupervised learning?
Response:

A. Predict the outcome of a dependent variable
B. Find the mean of a dataset
C. Reduce the dimensionality of data
D. Group similar data points together

Answer: D

NEW QUESTION # 104
Which of the following metrics is commonly used to evaluate the performance of a regression model?
Response:

A. F1 score
B. Mean Squared Error (MSE)
C. Precision
D. Confusion matrix

Answer: B

NEW QUESTION # 105
Which of the following statements about frequency distribution is correct?
Response:

A. It predicts future data points based on historical data
B. It measures the median of the dataset
C. It provides a method to reduce dimensionality
D. It displays how frequently different values occur in a dataset

Answer: D

NEW QUESTION # 106
In the context of deep learning, what is a 'convolutional layer' primarily used for?
Response:

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

Answer: A

NEW QUESTION # 107
Which metric is commonly used to evaluate the performance of a classification model?
Response:

A. Accuracy
B. Mean Absolute Error (MAE)
C. R-squared
D. Root Mean Squared Error (RMSE)

Answer: A

NEW QUESTION # 108
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2024 GIAC Latest GMLE: GIAC Machine Learning Engineer Real Exams

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