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GIAC Machine Learning Engineer Sample Questions (Q127-Q132):

NEW QUESTION # 127
What is the main purpose of the 'softmax' function in neural networks?
Response:

A. To introduce non-linearity into the network
B. To convert the output of the network into probability distributions
C. To normalize the input data
D. To speed up the computation in neural networks

Answer: B

NEW QUESTION # 128
What are correlation matrices useful for in data exploration and visualization?
Response:

A. Identifying missing data
B. Visualizing geographical data
C. Determining the accuracy of a model
D. Understanding relationships between pairs of variables

Answer: D

NEW QUESTION # 129
What does 'one-hot encoding' do in the preprocessing of categorical data?
Response:

A. It identifies and removes outliers
B. It reduces the dimensionality of the data
C. It scales all features to a uniform range
D. It converts categorical variables into binary vectors

Answer: D

NEW QUESTION # 130
Which of the following are important when using standard deviation to understand data spread?
(Choose two)
Response:

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

Answer: A,C

NEW QUESTION # 131
Which of the following is the median of the dataset {3, 7, 9, 12, 15}?
Response:

A. 0
B. 1
C. 2
D. 3

Answer: A

NEW QUESTION # 132
......

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