GIAC GMLE Actual Free Exam Questions & Community Discussion
Which metric is commonly used to evaluate the performance of a classification model?
Response:
Response:
Correct Answer: B
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What is the difference between simple linear regression and multiple linear regression?
Response:
Response:
Correct Answer: C
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What is the purpose of a validation set in machine learning?
Response:
Response:
Correct Answer: A
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You are analyzing the performance of machine learning models by comparing their error rates. After calculating the mean and standard deviation of the errors for each model, you notice that one model has a high standard deviation compared to the others.
What does this suggest about the model's performance, and what steps can you take to improve it?
Response:
What does this suggest about the model's performance, and what steps can you take to improve it?
Response:
Correct Answer: D
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In deep learning, what is a 'neural network layer'?
Response:
Response:
Correct Answer: B
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Which are common sources of data used in machine learning pipelines?
(Choose two)
Response:
(Choose two)
Response:
Correct Answer: C,D
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Which of the following are important when using standard deviation to understand data spread?
(Choose two)
Response:
(Choose two)
Response:
Correct Answer: B,C
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In the context of deep learning, what is a 'convolutional layer' primarily used for?
Response:
Response:
Correct Answer: B
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What is the main goal of cluster analysis in unsupervised learning?
Response:
Response:
Correct Answer: A
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