Printable PDFDatabricks DATABRICKS-CERTIFIED-DATA-ENGINEER-ASSOCIATE dumps - 100% Pass Guarantee!
Vendor: Databricks
Certifications: Databricks Certification
Exam Name: Databricks Certified Data Engineer Associate Exam
Exam Code: DATABRICKS-CERTIFIED-DATA-ENGINEER-ASSOCIATE
Total Questions: 87 Q&As
Last Updated: Apr 28, 2024
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DATABRICKS-CERTIFIED-DATA-ENGINEER-ASSOCIATE Q&A's Detail
| Exam Code: | DATABRICKS-CERTIFIED-DATA-ENGINEER-ASSOCIATE |
| Total Questions: | 87 |
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DATABRICKS-CERTIFIED-DATA-ENGINEER-ASSOCIATE Online Practice Questions and Answers
Which of the following benefits of using the Databricks Lakehouse Platform is provided by Delta Lake?
A. The ability to manipulate the same data using a variety of languages
B. The ability to collaborate in real time on a single notebook
C. The ability to set up alerts for query failures
D. The ability to support batch and streaming workloads
E. The ability to distribute complex data operations
A data engineer only wants to execute the final block of a Python program if the Python variable day_of_week is equal to 1 and the Python variable review_period is True.
Which of the following control flow statements should the data engineer use to begin this conditionally executed code block?
A. if day_of_week = 1 and review_period:
B. if day_of_week = 1 and review_period = "True":
C. if day_of_week == 1 and review_period == "True":
D. if day_of_week == 1 and review_period:
E. if day_of_week = 1 and review_period: = "True":
A data organization leader is upset about the data analysis team's reports being different from the data engineering team's reports. The leader believes the siloed nature of their organization's data engineering and data analysis architectures is to blame.
Which of the following describes how a data lakehouse could alleviate this issue?
A. Both teams would autoscale their work as data size evolves
B. Both teams would use the same source of truth for their work
C. Both teams would reorganize to report to the same department
D. Both teams would be able to collaborate on projects in real-time E. Both teams would respond more quickly to ad-hoc requests
In order for Structured Streaming to reliably track the exact progress of the processing so that it can handle any kind of failure by restarting and/or reprocessing, which of the following two approaches is used by Spark to record the offset range of the data being processed in each trigger?
A. Checkpointing and Write-ahead Logs
B. Structured Streaming cannot record the offset range of the data being processed in each trigger.
C. Replayable Sources and Idempotent Sinks
D. Write-ahead Logs and Idempotent Sinks
E. Checkpointing and Idempotent Sinks
A data engineer is maintaining a data pipeline. Upon data ingestion, the data engineer notices that the source data is starting to have a lower level of quality. The data engineer would like to automate the process of monitoring the quality level.
Which of the following tools can the data engineer use to solve this problem?
A. Unity Catalog
B. Data Explorer
C. Delta Lake
D. Delta Live Tables
E. Auto Loader
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Databricks DATABRICKS-CERTIFIED-DATA-ENGINEER-ASSOCIATE exam official information: The Databricks Certified Data Engineer Associate certification exam assesses an individual’s ability to use the Databricks Lakehouse Platform to complete introductory data engineering tasks using SQL, Python, and tools like Delta Lake and Delta Live Tables.
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