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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is Spark Core?
💡 Hint: Remember the role and function of Spark in data processing.
Question 2
Easy
What does RDD stand for?
💡 Hint: Think about Spark's key data structure.
Practice 4 more questions and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What is the primary data structure used in Spark?
- DataFrame
- RDD
- Dataset
💡 Hint: It is fundamental to Spark and supports fault tolerance.
Question 2
True or False: Spark can perform real-time processing.
- True
- False
💡 Hint: Think about the capabilities of Spark beyond just batch processing.
Solve 2 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Critically analyze the advantages and disadvantages of using RDDs versus traditional data storage methods. Discuss scenarios where RDDs might not be the best choice.
💡 Hint: Consider the trade-offs of speed vs. resource utilization.
Question 2
Design a simple data processing workflow using Spark that leverages RDD transformations and actions to achieve final results. Outline how you would ensure fault tolerance.
💡 Hint: Focus on the specific operations in the data pipeline and their sequences.
Challenge and get performance evaluation