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Exam Code: Databricks-Certified-Professional-Data-Engineer
Exam Name: Databricks Certified Professional Data Engineer Exam
Vendor: Databricks

60 Questions & Answers
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NEW QUESTION: 1
You are the project manager of the GHY project for your company. This project has a budget of $543,000 and is expected to last 18 months. In this project, you have identified several risk events and created risk response plans. In what project management process group will you implement risk response plans?
A. is incorrect. Risk response plans are not implemented as part of project planning.
B. Planning
C. In any process group where the risk event resides
D. is incorrect. Risk response plans are not implemented as part of project execution.
E. Monitoring and Controlling
F. Executing
G. Explanation:
The monitor and control project risk process resides in the monitoring and controlling project
management process group. This process is responsible for implementing risk response plans,
tracking identified risks, monitoring residual risks, identifying new risks, and evaluating risk
process effectiveness through the project.
Answer: E
Explanation:
is incorrect. Risk response plans are implemented as part of the monitoring and
controlling process group.

NEW QUESTION: 2
You manage a process that performs analysis of daily web traffic logs on an HDInsight cluster. Each of the
250 web servers generates approximately 10megabytes (MB) of log data each day. All log data is stored in a single folder in Microsoft Azure Data Lake Storage Gen 2.
You need to improve the performance of the process.
Which two changes should you make? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.
A. Combine the daily log files for all servers into one file
B. Increase the value of the mapreduce map memory parameter
C. Move the log files into folders so that each day's logs are in their own folder
D. Increase the number of worker nodes
E. Increase the value of the hive.tez.containerize parameter
Answer: A,C
Explanation:
Explanation
A: Typically, analytics engines such as HDInsight and Azure Data Lake Analytics has a per-five overhead. If you store your data as many small files, this can negatively affect performance. In general, organize your data into larger sized files for better performance (256MB to 100GB in size). Some engines and applications might have trouble efficiently processing files that are greater than 100GB in size.
C: For Hive workloads, partition pruning of time-series data can help some queries read only a subset of the data which improves performance.
Those pipelines that ingest time-series data, often place their files with a very structured naming for files and folders. Below is a very common example we see for data is structured by date:
\DataSet\YYYY\MM\DD\datafile_YYYY_MM_DD.tsv
Notice that the datetime information appears both as folders and in the filename.
Reference:
https://docs.microsoft.com/en-us/azure/storage/blobs/data-lake-storage-performance-tuning-guidance

NEW QUESTION: 3
Which of the following is an advantage of using AWS?
A. AWS audits user data.
B. Data is automatically secure.
C. AWS manages compliance needs.
D. There is no guessing on capacity needs.
Answer: C
Explanation:
Explanation
AWS manages dozens of compliance programs in its infrastructure. This means that segments of your compliance have already been completed.


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