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D-DS-OP-23 Exam Details | D-DS-OP-23 Valid Exam Answers

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EMC Dell Data Scientist and Data Engineering Optimize 2023 Sample Questions (Q36-Q41):

NEW QUESTION # 36
What enables Apache Spark to process data more efficiently than Hadoop's MapReduce?

• A. Apache Flink is the compute engine
• B. Data is cached in memory whenever possible
• C. JobTracker functionality has been replaced by YARN
• D. Intermediate processing data is always written to disk

Answer: B

 

NEW QUESTION # 37
Match each Apache Kafka component with its description.

Answer:

Explanation:

 

NEW QUESTION # 38
What is a primary task of a data engineer during a data analytics project?

• A. Preparing the Big Data environment to be utilized by data scientists and other business stakeholders
• B. Installing, configuring, testing, and maintaining operating systems, application software, and system management tools
• C. Designing and integrating infrastructure, analyzing algorithms, modifying source code, and writing system instructions
• D. Ensuring the successful initiation, planning, design, execution, monitoring, controlling, and closure of the project

Answer: A

 

NEW QUESTION # 39
What are two Spark libraries?

• A. Spark NoSQL and RDD
• B. Spark NoSQL and GraphX
• C. Spark SQL and GraphX
• D. Spark SQL and RDD

Answer: C

 

NEW QUESTION # 40
Which phase of a data analytics project involves data engineers extracting, transforming, and loading data from various sources into a centralized repository?

• A. Data visualization
• B. Data ingestion
• C. Data modeling
• D. Data exploration

Answer: B

 

NEW QUESTION # 41
......

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