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Last Updated: Sep 05, 2025
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1. What is the primary advantage of using dictionaries in Python data pipelines?
A) Dictionaries offer O(1) lookup time
B) Dictionaries maintain element order
C) Dictionaries allow duplicate values
D) Dictionaries support mathematical operations
2. What is a typical task of a data engineer during a data analytics project?
A) Presenting financial benefits to executive stakeholders
B) Transforming data into a format that can be easily analyzed
C) Exploring and examining data to find hidden patterns
D) Planning and performing A/B testing
3. In the ELT process, data is transformed after being loaded into the target system.
Which tools can be used for ELT? (Select all that apply)
A) Apache Spark
B) Amazon Redshift
C) Apache Hadoop
D) Microsoft SSIS
E) Talend
4. Which component of the Apache Atlas framework allows metadata to be added to the Atlas environment?
A) Graph Engine
B) Apps
C) Ingest/Export
D) Metadata Sources
5. Which Apache project focuses on managing and governing metadata for Hadoop ecosystems?
A) Apache HBase
B) Apache Atlas
C) Apache Hive
D) Apache Ranger
Solutions:
Question # 1 Answer: A | Question # 2 Answer: B | Question # 3 Answer: A,D,E | Question # 4 Answer: C | Question # 5 Answer: B |
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