EMC Dell Data Scientist and Data Engineering Optimize 2023 - D-DS-OP-23 Exam Practice Test

With Apache Kafka, what is an advantage of implementing the Publish/Subscribe messaging system over Point-to-Point messaging system?
Correct Answer: A
Match each Apache Kafka component with its description.
Correct Answer:
Which tool builds batch processing as a special case of stream data processing?
Correct Answer: B
In the ELT process, data is transformed after being loaded into the target system.
Which tools can be used for ELT? (Select all that apply)
Correct Answer: A,C,D
In an Apache Spark Streaming environment, what acts as an entry point to the streaming system and provides methods to create and transform DStreams?
Correct Answer: B
Refer to the exhibit.

Which shows a table named Student.
What changes must be made to the table in order to achieve 1NF?
Correct Answer: B
What ordered set of terms refers to the process in which data is sourced from a relational database, enriched and merged with other datasets, then stored in a data lake?
Correct Answer: D
What is metadata in the context of data governance?
Correct Answer: A
Which Apache project focuses on managing and governing metadata for Hadoop ecosystems?
Correct Answer: B
Which component of the Apache Atlas framework allows metadata to be added to the Atlas environment?
Correct Answer: C
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