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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What does RDD stand for?
💡 Hint: Think of it as a collection of data distributed across a cluster.
Question 2
Easy
List one advantage of using Apache Spark.
💡 Hint: Consider how it compares to Hadoop.
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 a major feature of Apache Spark?
- Disk-based processing
- In-memory processing
- Low speed
💡 Hint: Think about how data is utilized within the framework.
Question 2
True or False: Apache Spark only supports batch processing.
- True
- False
💡 Hint: Remember the flexibility Spark provides in data handling.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Design a simple Spark application architecture that combines Spark SQL and MLlib to analyze housing prices based on various features.
💡 Hint: Consider how you would structure data and which variables would be important.
Question 2
Identify how Spark's lazy evaluation feature can be beneficial in optimizing performance during data processing.
💡 Hint: Think about how planning can save resources.
Challenge and get performance evaluation