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GIAC Machine Learning Engineer Sample Questions (Q46-Q51):

NEW QUESTION # 46
In CNNs, what is the purpose of pooling layers?
Response:

A. To increase the depth of the network
B. To increase the network's sensitivity to noise
C. To reduce the spatial size of the representation
D. To directly classify images

Answer: C

NEW QUESTION # 47
What is the purpose of a p-value in hypothesis testing?
Response:

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

Answer: D

NEW QUESTION # 48
Which of the following is a key feature of TensorFlow in machine learning?
Response:

A. It is used for real-time model deployment
B. It is primarily used for statistical analysis
C. It is used for plotting graphs
D. It provides tools for building and training deep learning models

Answer: D

NEW QUESTION # 49
In machine learning, what is 'dimensionality reduction' used for?
Response:

A. To improve the model's accuracy on training data
B. To increase the computational speed of model training
C. To enhance the feature importance analysis
D. To reduce the number of input variables, simplifying the model

Answer: D

NEW QUESTION # 50
In the context of anomaly detection, which is the primary advantage of using autoencoders?
Response:

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

Answer: B

NEW QUESTION # 51
......

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Noah Murphy Noah Murphy

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