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EMC Dell Data Scientist and Data Engineering Optimize 2023 Sample Questions:

1. Which of the following are data ingestion tools commonly used in the Hadoop ecosystem? (Select all that apply)

A) Apache Sqoop
B) Apache Flume
C) Apache Flink
D) Apache Kafka
E) Apache Beam

2. What is a privacy regulation that aims to protect the personal data of European Union citizens?

A) FERPA
B) GDPR
C) CCPA
D) HIPAA

3. What is a metadata management challenge?

A) Leveraging the information from distributed sources
B) Ensuring availability of source systems
C) Information sources are limited
D) Data corruption over time

4. Which tool builds batch processing as a special case of stream data processing?

A) Apache Oozie
B) Apache Hive
C) Apache Spark
D) Apache Flink

5. What is a difference between Data Governance and Master Data Management (MDM)?

A) Data Governance is a formalized system of decision making.
MDM is a comprehensive method to link all data elements to a common point of reference.
B) Data governance is an informal system of decision making.
MDM is a formal system of decision making.
C) Data governance implementation involves people, policies, rules, and metrics.
MDM is done automatically with no interference.
D) Data governance focuses mainly on IT practices.
MDM creates the rules and decisions for operational data processes.

Solutions: