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EMC Dell Data Scientist and Data Engineering Optimize 2023 Sample Questions:
1. Which phase of a data analytics project involves data engineers extracting, transforming, and loading data from various sources into a centralized repository?
A) Data exploration
B) Data ingestion
C) Data visualization
D) Data modeling
2. In Python, which type of operator is often used in conditional statements to perform Boolean operations?
A) Arithmetic
B) Assignment
C) Bitwise
D) Logical
3. Which of the following are data pipeline best practices? (Select all that apply)
A) Using a single tool for all pipeline components
B) Ensuring data quality and validation
C) Using a monolithic design for simplicity
D) Avoiding error handling and monitoring
4. Which of the following are components of the Apache Spark Streaming architecture? (Select all that apply)
A) Discretized streams (DStreams)
B) Driver node
C) Worker node
D) Kafka topics
E) HDFS storage
5. What is a metadata management challenge?
A) Ensuring availability of source systems
B) Data corruption over time
C) Leveraging the information from distributed sources
D) Information sources are limited
Solutions:
Question # 1 Answer: B | Question # 2 Answer: D | Question # 3 Answer: B | Question # 4 Answer: A,B,C | Question # 5 Answer: C |