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GIAC Machine Learning Engineer Sample Questions (Q68-Q73):

NEW QUESTION # 68
Which techniques are commonly used to evaluate the quality of clustering results?
(Choose two)
Response:

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

Answer: B,D

NEW QUESTION # 69
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

NEW QUESTION # 70
What is the purpose of 'regularization' in machine learning models?
Response:

A. To enhance the visualization of the model's performance
B. To add constraints to the model to reduce overfitting
C. To speed up the training process
D. To increase the number of features in the model

Answer: B

NEW QUESTION # 71
In machine learning, what does 'pruning' a decision tree involve?
Response:

A. Removing branches to reduce complexity and overfitting
B. Increasing the depth of the tree
C. Adding more branches to the tree
D. Splitting the tree into multiple smaller trees

Answer: A

NEW QUESTION # 72
What is the main use of the NumPy library in Python for machine learning?
Response:

A. Text processing
B. Handling large arrays and matrices
C. Data visualization
D. Web scraping

Answer: B

NEW QUESTION # 73
......

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