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GIAC Machine Learning Engineer Sample Questions (Q109-Q114):

NEW QUESTION # 109
SQL is commonly used in data manipulation for:
Response:

A. Implementing machine learning algorithms
B. Extracting and querying data from databases
C. Visualizing data distributions
D. Generating complex neural network models

Answer: B

NEW QUESTION # 110
What is the main purpose of the latent space in an autoencoder?
Response:

A. To generate labels for the dataset
B. To classify anomalies directly
C. To store weights for model training
D. To serve as a compressed representation of the input data

Answer: D

NEW QUESTION # 111
Which of the following are important when using standard deviation to understand data spread?
(Choose two)
Response:

A. A small standard deviation means that data points are close to the mean
B. Standard deviation is not influenced by outliers
C. A large standard deviation means that data points are more spread out
D. Standard deviation can only be used for categorical data

Answer: A,C

NEW QUESTION # 112
In machine learning, what is a 'Support Vector Machine' (SVM) primarily used for?
Response:

A. Clustering and grouping similar data points
B. Time-series forecasting and sequence prediction
C. Classification and regression tasks
D. Dimensionality reduction and feature extraction

Answer: C

NEW QUESTION # 113
In machine learning, what is the primary goal of optimization algorithms?
Response:

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

Answer: D

NEW QUESTION # 114
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