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Pass Guaranteed Quiz Updated GIAC - GMLE - GIAC Machine Learning Engineer Mock Exam

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GIAC Machine Learning Engineer Sample Questions (Q38-Q43):

NEW QUESTION # 38
What is 'feature importance' in the context of machine learning models?
Response:

A. The step of removing irrelevant features from the model
B. The technique of encoding categorical features
C. The measure of a feature's contribution to the model's prediction
D. The process of adding new features to the model

Answer: C

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NEW QUESTION # 39
Which activation function is typically used in the output layer of a neural network for binary classification?
Response:

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

Answer: B

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NEW QUESTION # 40
What is the main purpose of the matplotlib library in Python for machine learning?
Response:

A. Data visualization
B. Deep learning model building
C. Database management
D. Statistical data analysis

Answer: A

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NEW QUESTION # 41
Which techniques can help prevent overfitting in Convolutional Neural Networks?
(Choose two)
Response:

A. Increasing the number of convolutional layers
B. Early stopping
C. Dropout
D. Max pooling

Answer: B,C

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NEW QUESTION # 42
Which of the following describes a decision tree in supervised learning?
Response:

A. A model that makes decisions by splitting data into branches based on feature values
B. A tree-like structure used for clustering data points
C. A neural network with multiple hidden layers
D. An algorithm that groups data points into clusters without labels

Answer: A

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NEW QUESTION # 43
......

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