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

1. Which feature of Apache Kafka makes it suitable for handling high-throughput data streams?

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

2. Which phase of a data analytics project involves data engineers extracting, transforming, and loading data from various sources into a centralized repository?

A) Data modeling
B) Data exploration
C) Data ingestion
D) Data visualization

3. 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

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

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

5. Which of the following accurately describes Apache Storm? (Select all that apply)

A) A batch processing framework
B) A machine learning library
C) A file storage system
D) A distributed stream processing system

Solutions: