13.3.2 - Spark Core Components
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Practice Questions
Test your understanding with targeted questions
What does RDD stand for in Spark?
💡 Hint: Think about the properties of data distribution in Spark.
What is the purpose of Spark SQL?
💡 Hint: Relate it to traditional databases.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What does the Spark Core component manage?
💡 Hint: Think about what the central engine of Spark does.
True or False: RDDs can change after being created.
💡 Hint: Think about the concept of 'resilience' in RDDs.
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Challenge Problems
Push your limits with advanced challenges
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.
💡 Hint: Consider the advantages of processing data streams continuously.
Consider a social media platform that needs to analyze user connections and interactions. How would GraphX facilitate this analysis compared to traditional methods?
💡 Hint: Think about the types of relationships that need to be analyzed.
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