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

1. What is the purpose of memory management in Apache Flink?

A) Convert all of the data into Java objects
B) Ensure no disk space is ever required
C) Control how much memory the runtime operations use
D) Eliminate the need for serialization of the data

2. What is a metadata management challenge?

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

3. What enables Pravega to rapidly ingest streaming data into durable storage?

A) MongoDB
B) Apache Spark
C) Append-only logs
D) Relational database schema

4. Why is Python commonly used for building data pipelines?

A) Its readability and extensive libraries
B) It only supports batch processing
C) It requires compilation for execution
D) It has no libraries for data manipulation

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

A) Data governance is an informal system of decision making.
MDM is a formal system of decision making.
B) Data governance focuses mainly on IT practices.
MDM creates the rules and decisions for operational data processes.
C) Data governance implementation involves people, policies, rules, and metrics.
MDM is done automatically with no interference.
D) 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.

Solutions: