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

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

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

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

A) Spark SQL
B) Spark Cassandra
C) Spark HBase
D) Spark Core
E) Spark Streaming

3. In a data analytics project, what is the primary responsibility of a data engineer?

A) Designing machine learning models
B) Conducting statistical analysis
C) Building data pipelines and ETL processes
D) Creating data visualizations

4. What is a significant advantage of using a columnar store NoSQL database for analytical workloads?

A) High-speed transaction processing
B) Optimized query performance on large datasets
C) Real-time data synchronization
D) Efficient storage of hierarchical data

5. What is the purpose of Apache Airflow?

A) Data storage
B) Data processing
C) Data visualization
D) Workflow automation

Solutions: