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GIAC Machine Learning Engineer Sample Questions (Q139-Q144):

NEW QUESTION # 139
What is the purpose of a p-value in hypothesis testing?
Response:

A. To measure the correlation between variables
B. To determine the probability of observing the data given that the null hypothesis is true
C. To calculate the mean of a dataset
D. To test for multicollinearity

Answer: B

NEW QUESTION # 140
In the context of anomaly detection, which is the primary advantage of using autoencoders?
Response:

A. They are faster to train than traditional algorithms
B. They are capable of detecting complex, non-linear anomalies
C. They can handle both structured and unstructured data
D. They reduce the dimensionality of the input data

Answer: B

NEW QUESTION # 141
Which two types of probabilities are essential in machine learning applications?
(Choose two)
Response:

A. Uncertainty probability
B. Absolute probability
C. Conditional probability
D. Marginal probability

Answer: C,D

NEW QUESTION # 142
What is the primary goal of supervised learning?
Response:

A. To identify hidden patterns in data without guidance
B. To learn a function that maps input data to known output labels
C. To cluster data into predefined categories
D. To group similar data points without labeled outputs

Answer: B

NEW QUESTION # 143
In a CNN, what is the purpose of the pooling layer?
Response:

A. To add non-linearity to the model
B. To combine features and reduce the dimensionality of the data
C. To normalize the input data
D. To increase the resolution of the input image

Answer: B

NEW QUESTION # 144
......

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GIAC Machine Learning Engineer Sample Questions (Q139-Q144):

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