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

1. What is a common application of IoT tools?

A) Processing large-scale batch data
B) Managing relational databases
C) Analyzing static datasets
D) Monitoring real-time sensor data

2. How is replication implemented in Redis?

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

3. Which of the following are data ingestion tools commonly used in the Hadoop ecosystem? (Select all that apply)

A) Apache Flink
B) Apache Beam
C) Apache Kafka
D) Apache Sqoop
E) Apache Flume

4. In an Apache Spark Streaming environment, what acts as an entry point to the streaming system and provides methods to create and transform DStreams?

A) Streams API
B) Spark Core
C) Receiver
D) StreamingContext

5. What is a typical task of a data engineer during a data analytics project?

A) Transforming data into a format that can be easily analyzed
B) Planning and performing A/B testing
C) Presenting financial benefits to executive stakeholders
D) Exploring and examining data to find hidden patterns

Solutions: