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EMC Dell Data Scientist and Data Engineering Optimize 2023 Sample Questions (Q16-Q21):

NEW QUESTION # 16
Which of the following are components of the Apache Spark Streaming architecture? (Select all that apply)

A. Discretized streams (DStreams)
B. HDFS storage
C. Driver node
D. Kafka topics
E. Worker node

Answer: A,C,E

NEW QUESTION # 17
In Python, which type of operator is often used in conditional statements to perform Boolean operations?

A. Assignment
B. Bitwise
C. Arithmetic
D. Logical

Answer: D

NEW QUESTION # 18
An organization has decided to structure their governance model to allow either a single individual or a team to control and maintain the master data.
Which governance model is being implemented?

A. Hybrid
B. Distributed
C. Centralized
D. Federated

Answer: C

NEW QUESTION # 19
An organization wants to simplify the data ingestion configuration process through simple click, drag, and drop type actions.
Which tool provides an easy to use graphical user interface for building data pipeline data flows?

A. Apache Airflow
B. Apache Hadoop
C. Apache Pig
D. Apache Spark

Answer: A

NEW QUESTION # 20
Which feature of Apache Kafka makes it suitable for handling high-throughput data streams?

A. In-memory data storage
B. Only supports batch processing
C. Static schema enforcement
D. Partitioning and replication

Answer: D

NEW QUESTION # 21
......

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