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Exam Code:
Data-Engineer-Associate
Exam Name:
AWS Certified Data Engineer - Associate (DEA-C01)
Questions:
94 Q&A
Product Type:

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NEW QUESTION: 1
While monitoring the Storage Foundation 5.0 environment in your organization, you get a kernel message specifying a disk failure.
In which order would you perform the actions below to resolve this error?
1.Confirm that the problem is caused by a disk failure.
2.Unmount the file system and use fsck to run a full structural check.
3.Check the console log for I/O erros.
4.Replace the disk before the file system is mounted for write access.
A. 2,1,4,3
B. 1,4,3,2
C. 1,3,4,2
D. 2,4,1,3
Answer: D

NEW QUESTION: 2
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
You are creating a new experiment in Azure Machine Learning Studio.
One class has a much smaller number of observations than tin- other classes in the training set.
You need to select an appropriate data sampling strategy to compensate for the class imbalance.
Solution: You use the Principal Components Analysis (PCA) sampling mode.
Does the solution meet the goal?
A. Yes
B. No
Answer: B
Explanation:
Instead use the Synthetic Minority Oversampling Technique (SMOTE) sampling mode.
Note: SMOTE is used to increase the number of underepresented cases in a dataset used for machine learning. SMOTE is a better way of increasing the number of rare cases than simply duplicating existing cases.
Incorrect Answers:
The Principal Component Analysis module in Azure Machine Learning Studio (classic) is used to reduce the dimensionality of your training data. The module analyzes your data and creates a reduced feature set that captures all the information contained in the dataset, but in a smaller number of features.
References:
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/smote
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/principal-component-analysis

NEW QUESTION: 3
Exhibit:

Select and Place:

Answer:
Explanation:

Explanation/Reference:


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