Practice Resilient Distributed Datasets (RDDs): The Foundational Abstraction - 2.1 | Week 8: Cloud Applications: MapReduce, Spark, and Apache Kafka | Distributed and Cloud Systems Micro Specialization
K12 Students

Academics

AI-Powered learning for Grades 8–12, aligned with major Indian and international curricula.

Academics
Professionals

Professional Courses

Industry-relevant training in Business, Technology, and Design to help professionals and graduates upskill for real-world careers.

Professional Courses
Games

Interactive Games

Fun, engaging games to boost memory, math fluency, typing speed, and English skillsβ€”perfect for learners of all ages.

games

2.1 - Resilient Distributed Datasets (RDDs): The Foundational Abstraction

Learning

Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What does RDD stand for?

πŸ’‘ Hint: Hint: The components describe its characteristics.

Question 2

Easy

What operation on RDDs triggers computation?

πŸ’‘ Hint: Think about what leads to results.

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 an RDD?

  • A Programming Language
  • A Data Abstraction in Spark
  • A Database

πŸ’‘ Hint: Think about what RDDs represent in Spark.

Question 2

True or False: RDDs can be modified after they are created.

  • True
  • False

πŸ’‘ Hint: Consider the definition of immutability.

Solve 1 more question and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

Design a mini-application that tracks user clicks across a web application using RDDs. How would you structure the RDDs and handle faults?

πŸ’‘ Hint: Think about how you could represent user actions as data.

Question 2

Given a dataset containing user sessions and their actions, how would you utilize RDD transformations to analyze patterns in user behavior?

πŸ’‘ Hint: Focus on how different transformations can help uncover insights.

Challenge and get performance evaluation