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

1. 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

2. What enables Apache Spark to process data more efficiently than Hadoop's MapReduce?

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D) JobTracker functionality has been replaced by YARN

3. What is a common use case for a document-based NoSQL database like MongoDB?

A) Storing structured tabular data
B) Tracking real-time data streams
C) Managing hierarchical data
D) Performing complex SQL queries

4. Which component of the Apache Atlas framework allows metadata to be added to the Atlas environment?

A) Ingest/Export
B) Apps
C) Metadata Sources
D) Graph Engine

5. Which of the following are components of the Apache Spark Streaming architecture? (Select all that apply)

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

Solutions: