After leaning the fundamentals of Big Data Analytics, students can test their knowledge by answering this multiple choice questions which covers a wide variety of topics in Big Data Analytics. Also this MCQ helps the teachers to set question papers on Big Data analytics.
Choose
the best answer (Multiple choice questions)
1.
Which is not the characteristic of Big Data?
A) Velocity B) Viscosity C)
Variety D) Volume
2. The form of data that is
structured but is not defined is
A) Processed B) Semi-structured C) Structured D) Unstructured
3. Concerning the Forms of Big
Data, which one of these is odd?
A) Structured B) Unstructured C) Processed D) Semi-Structured
4. The most widely used Apache
project for processing big data is
A) Apache Beam B) Apache
Cassandra
C) Apache Hadoop D)
Apache Spark
5. The word 'Big data was coined by
A) Roger Mougalas B) John
Philips C) Simon Woods D) Martin Green
6. __________ data does not conform
to any pre-defined data model.
A) Structured B)
Unstructured C) Processed D) Semi-Structured
7. The examination of large
amounts of data to see what patterns or other useful information can be found
is known as what?
A) Big data
tactics B)
Small data analysis
C) Big data analytics D)
Small data tactics
8. Big data analysis does the
following except?
A) Collects data B) Spreads data
C) Organizes data D)
Analyzes data
9. Which of the following is not an
application for data science?
A) Recommendation
Systems B) Image
& Speech Recognition
C) Online Price Comparison D)
Privacy Checker
10. Which of the following is not a
major data analysis approach?
A) Data Mining B) Predictive
Intelligence
C) Business
Intelligence D) Text
Analytics
11. Which of the following is not a
Benefit of Big Data Processing?
A) Businesses can
utilize outside intelligence while taking decisions
B) Improved
customer service
C) Better
operational efficiency
D) Enhances data
security and privacy
12. What is the work of Data
Architect?
A) Utilize large
data sets to gather information that meets their company's needs
B) Work with
businesses to find the best usage of the information got from data
C) Build data
solutions that are optimized for performance and design applications
D) All of the
above
13. “NoSQL” stands for
________________.
A) non SQL B) native
SQL C) note SQL D) normal SQL
14.
NoSQL supports ____________.
A) Horizontal
scaling, complex design, fine controlled availability
B) Horizontal
scaling, simple design, fine controlled availability.
C) Vertical
scaling, simple design, low control availability
D) Vertical scaling, simple design, fine controlled availability
15. ACID Properties refers to the
_________________.
A) Atomicity
Consistency Isolation Durability
B) Active
Consistency Isolation Durability
C) Atomicity
Control Isolation Durability
D) Atomicity Consistency Idea Durability
16. Which of the following are the
simplest NoSQL databases?
A)
Key-value b) Wide-column C) Document D) Graph
17. A collection and a document in
MongoDB is equivalent to which of the SQL concepts?
A) Table and Row B) Table and
Column
C) Column and Row D) Database and Table
18. Apache Cassandra is a massively
scalable open source _______ database.
A) SQL B)
NoSQL C) NewSQL D) PL/SQL
19. What license is Hadoop
distributed under?
A) Apache License
2.0 B) Mozilla
Public License
C) Shareware D)
Commercial
20. What was Hadoop named after?
A) Creator Doug
Cutting’s favorite circus act
B) Cutting’s high
school rock band
C) The toy
elephant of Doug Cutting’s son
D) A sound
Cutting’s laptop made during Hadoop development
21. What was Hadoop written in?
A) C B) C++ C) Java D) JSP
22. Which of the following platforms does Hadoop run on?
A)
Bare metal B) Debian C) Cross-platform D) Unix-like
23. A ________ node acts as the Slave and is responsible for executing a
Task assigned to it by the JobTracker.
A) MapReduce B) Mapper C) TaskTracker D) JobTracker
24. In Hadoop, the ___________ is
considered as a single point of failure.
A) Data Node B)
NameNode C) Secondary NameNode D) Worker Node
25. Input to the _______ is the
sorted output of the Mappers.
A) Reducer B) Mapper C) Shuffle D) Cascader
26. A ________ serves as the master
and there is only one NameNode per cluster.
A) Data Node B) NameNode C) Data block D) Replication
27. Which of the following phases
occur simultaneously?
A) Reduce and Sort B) Shuffle and Sort
C) Shuffle and Map D)
Shuffle and reduce
28. HDFS works in a __________
fashion.
A) master-worker B) master-slave C) worker/slave D)
master/worker
29. ________ is the slave/worker
node and holds the user data in the form of Data Blocks.
A) DataNode B) NameNode C) Data block D)
Replication
30. For YARN, the ___________
Manager UI provides host and port information.
A) Data Node B) NameNode C) Resource D) Replication
ANSWERS
1. B 2.
B 3. C 4. D 5.
A
6. B 7.
C 8. B 9. D 10. B
11. D 12.
C 13. A 14. B 15.
A
16. A 17.
A 18. C 19. A 20. C
21. C 22.
C 23. C 24. B 25. A
26. B 27.
B 28.
A 29. A 30. C