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GIAC Machine Learning Engineer Sample Questions (Q55-Q60):

NEW QUESTION # 55
Which of the following best describes Bayes' Theorem?
Response:

A. A formula used to predict future events based on historical data
B. A method to calculate the probability of an event based on prior knowledge of related conditions
C. A method for calculating the mean of a dataset
D. A statistical technique to visualize data

Answer: B

NEW QUESTION # 56
Which of the following statements about frequency distribution is correct?
Response:

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

Answer: A

NEW QUESTION # 57
SQL is commonly used in data manipulation for:
Response:

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

Answer: C

NEW QUESTION # 58
Which of the following is a supervised learning algorithm commonly used for classification tasks?
Response:

A. Principal Component Analysis (PCA)
B. Support Vector Machines (SVM )
C. Agglomerative clustering
D. k-means

Answer: B

NEW QUESTION # 59
Which component of a CNN is responsible for learning the spatial hierarchies of features in an image?
Response:

A. Activation function
B. Fully connected layer
C. Dropout layer
D. Convolutional layer

Answer: D

NEW QUESTION # 60
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