Apache Spark MCQs – Test Your Spark Understanding

1. Objective

Revise your Spark concepts with Spark quiz questions and build-up your confidence in the most common framework of Big data. This Apache Spark MCQs cover questions from all Spark domain like GraphX, Spark Streaming, MLlib, Spark Core, Spark SQL etc.

Apache Spark MCQs

Apache Spark MCQs

All the best for the quiz! - Spark Quiz Part 3

Q.1 For Multiclass classification problem which algorithm is not the solution?
Q.2 For Regression problem which algorithm is not the solution?
Q.3 Which of the following is true about DataFrame? 
a. 
DataFrames provide a more user-friendly API than RDDs.
b. 
DataFrame API have provision for compile-time type safety
Q.4 Which of the following is a tool of Machine Learning Library?
a. 
Persistence
b.
Utilities like linear algebra, statistics
c. 
Pipelines
Q.5 Is MLlib deprecated?
Q.6 Which of the following is false for Apache Spark?
Q.7 Which of the following is true for Spark SQL?
Q.8 Which of the following is true for Spark core?
Q.9 Which of the following is true for Spark R?
Q.10 Which of the following is true for Spark MLlib?
Q.11 Which of the following is true for Spark Shell?
a. 
It helps Spark applications to easily run on the command line of the system
b.
It runs/tests application code interactively
c.
It allows reading from many types of data sources
Q.12 Which of the following is true for RDD?
Q.13 RDD are fault-tolerant and immutable
Q.14 In which of the following cases do we keep the data in-memory?
a. 
Iterative algorithms.
b. 
Interactive data mining tools.
Q.15 When does Apache Spark evaluate RDD?
Q.16 The read operation on RDD is
Q.17 The write operation on RDD is
Q.18 Is it possible to mitigate stragglers in RDD?
Q.19 Fault Tolerance in RDD is achieved using
Q.20 What is a transformation in Spark RDD?
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6 Responses

  1. Priyanka Shukla says:

    Nice quizzes

  2. Pranab Datta says:

    Excellent collection of multiple choice question, enjoyed a lot!

    • DataFlair Team says:

      Thanks a lot Pranab.
      Glad to read such a superb review. I recommend you to try more Spark Quiz, surely you will be going to enjoy them.
      Regards
      DataFlair

  3. Ghansham says:

    Thanks for putting it togather , it would more helpful if we have topic wise quiz.

    • DataFlair Team says:

      Hello Ghansham,
      Thanks for commenting and suggestion for topics wise Spark Quiz. We will work on that as well. Till keep explore Spark Tutorials.
      Regards,
      DataFlair

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