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EMC D-DS-OP-23 Exam Syllabus Topics:

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

1. An organization plans to establish a data governance process for a data lake.
What is the correct sequence of steps required to implement the process?

A) 1. Define the roles and responsibilities of actors within the data governance process
2. Operationalize the data governance process and assist the deployment team
3. Develop the business value statement and a baseline for ongoing measurement of the data governance deployment
4. Understand the current and future states of data governance and identify remaining gaps
B) 1. Develop the business value statement and a baseline for ongoing measurement of the data governance deployment
2. Define the roles and responsibilities of actors within the data governance process
3. Operationalize the data governance process and assist the deployment team
4. Understand the current and future states of data governance and identify remaining gaps
C) 1. Define the roles and responsibilities of actors within the data governance process
2. Develop the business value statement and a baseline for ongoing measurement of the data governance deployment
3. Operationalize the data governance process and assist the deployment team
4. Understand the current and future states of data governance and identify remaining gaps
D) 1. Define the roles and responsibilities of actors within the data governance process
2. Operationalize the data governance process and assist the deployment team
3. Understand the current and future states of data governance and identify remaining gaps
4. Develop the business value statement and a baseline for ongoing measurement of the data governance deployment

2. How is replication implemented in Redis?

A) The developer copies and pastes the data in multiple databases
B) Meta information is generated based on the client-server communication protocol
C) Client-server communication protocol is used, whereby every client replicates data from the server
D) Data is shared among many computers to enable fault tolerance and data accessibility

3. What is metadata in the context of data governance?

A) Data encryption keys
B) Data quality metrics
C) Data about data
D) Data access logs

4. With Apache Kafka, what is an advantage of implementing the Publish/Subscribe messaging system over Point-to-Point messaging system?

A) Messages stored are deduplicated automatically to increase the overall storage capacity of a topic
B) Messages can be dynamically moved between topics to improve the overall throughput of the system
C) Any message published to a topic is immediately received by all the subscribers to that topic
D) Any message published to a topic is received only by a few subscribers to that topic

5. Which Apache project focuses on managing and governing metadata for Hadoop ecosystems?

A) Apache Hive
B) Apache Atlas
C) Apache HBase
D) Apache Ranger

Solutions: