Practice Spark Core Components - 13.3.2 | 13. Big Data Technologies (Hadoop, Spark) | Data Science Advance
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Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What does RDD stand for in Spark?

πŸ’‘ Hint: Think about the properties of data distribution in Spark.

Question 2

Easy

What is the purpose of Spark SQL?

πŸ’‘ Hint: Relate it to traditional databases.

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 does the Spark Core component manage?

  • Task Distribution
  • SQL Queries
  • Graph Processing

πŸ’‘ Hint: Think about what the central engine of Spark does.

Question 2

True or False: RDDs can change after being created.

  • True
  • False

πŸ’‘ Hint: Think about the concept of 'resilience' in RDDs.

Solve 1 more question and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

Given a scenario where a company wants to analyze a live feed of customer interactions on their website, explain how Spark Streaming can be utilized effectively.

πŸ’‘ Hint: Consider the advantages of processing data streams continuously.

Question 2

Consider a social media platform that needs to analyze user connections and interactions. How would GraphX facilitate this analysis compared to traditional methods?

πŸ’‘ Hint: Think about the types of relationships that need to be analyzed.

Challenge and get performance evaluation