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GIAC Machine Learning Engineer Sample Questions (Q71-Q76):

NEW QUESTION # 71
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 can handle both structured and unstructured data
C. They are capable of detecting complex, non-linear anomalies
D. They are faster to train than traditional algorithms

Answer: C

NEW QUESTION # 72
What is the purpose of a validation set in machine learning?
Response:

A. To prevent overfitting
B. To fine-tune the model's hyperparameters
C. To train the model
D. To test the model on unseen data

Answer: B

NEW QUESTION # 73
Which of the following is a key feature of TensorFlow in machine learning?
Response:

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

Answer: A

NEW QUESTION # 74
In a regression model, what is the purpose of the error term?
Response:

A. To classify new data points
B. To represent the difference between the observed and predicted values
C. To measure the accuracy of a decision tree
D. To calculate the probability of an event

Answer: B

NEW QUESTION # 75
How are genetic algorithms applied to optimize neural networks?
Response:

A. By reducing the learning rate
B. By searching for the best combination of hyperparameters
C. By adding additional layers to the network
D. By speeding up backpropagation

Answer: B

NEW QUESTION # 76
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Valid GMLE Exam Camp Pdf | GMLE Real Exam Questions

Quiz GIAC - Fantastic GMLE - Valid GIAC Machine Learning Engineer Exam Camp Pdf

GIAC Machine Learning Engineer Sample Questions (Q71-Q76):

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