Explore topic-wise InterviewSolutions in .

This section includes InterviewSolutions, each offering curated multiple-choice questions to sharpen your knowledge and support exam preparation. Choose a topic below to get started.

1.

Non-biological entities exhibiting complex, goal-oriented behavior is called __________.

Answer»

Non-biological ENTITIES exhibiting complex, goal-oriented BEHAVIOR is called __________.
Choose the correct answer from below list
(1)ARTIFICIAL INTELLIGENCE
(2)Deep Learning
(3)Machine Learning
(4)All the options
(5)NONE of the mentioned

Answer:-(1)Artificial Intelligence

2.

The key feature(s) of Ignio include(s) __________

Answer»

The key FEATURE(s) of Ignio INCLUDE(s) __________
CHOOSE the correct ANSWER from below list
(1)All the options
(2)Reliable
(3)Agile
(4)Pro-active

Answer:-(1)All the options

3.

Which of the following is/are AI based product(s)?

Answer»

Which of the FOLLOWING is/are AI based product(s)?
Choose the correct answer from below list
(1)GOOGLE AI Eye Doctor
(2)Siri
(3)Google VIRTUAL ASSISTANT
(4)All the options
(5)Alexa

Answer:-(4)All the options

4.

Which of the following programming language(s) help in developing AI solutions?

Answer»

Which of the following PROGRAMMING language(s) help in developing AI SOLUTIONS?
Choose the correct answer from below LIST
(1)Python and R
(2)Lisp
(3)Javascript
(4)Matlab and Julia
(5)All the OPTIONS

Answer:-(5)All the options

5.

_______' intelligence refers to a state where a machine's cognizance supersedes that of human beings.

Answer»

_______' intelligence refers to a state where a machine's cognizance supersedes that of human beings.
Choose the CORRECT ANSWER from below list
(1)NARROW
(2)Super
(3)General

Answer:-(2)Super

6.

Which among the following is NOT a stage in the CRISP DM model?

Answer»

Which among the following is NOT a stage in the CRISP DM MODEL?
Choose the correct answer from below list
(1)Customer Acceptance
(2)Data UNDERSTANDING
(3)BUSINESS Understanding
(4)Modeling
(5)Data Preparation
(6)None of the mentioned

Answer:-(1)Customer Acceptance

7.

Classification problems aid in predicting __________ outputs.

Answer»

Classification problems AID in predicting __________ outputs.
Choose the CORRECT answer from below LIST
(1)Continuous only
(2)Categorical or Discrete only
(3)All the options

Answer:-(2)Categorical or Discrete only

8.

Unsupervised learning refers to algorithms that are provided with labeled data.

Answer»

Unsupervised LEARNING REFERS to algorithms that are PROVIDED with labeled data.
Choose the correct answer from below list
(1)TRUE
(2)FALSE

Answer:-(2)FALSE

9.

The skill(s) required to master Data Science is/are __________.

Answer»

The skill(s) REQUIRED to master Data Science is/are __________.
Choose the correct ANSWER from below list
(1)DOMAIN, MATH and Programming Knowledge
(2)None of the mentioned
(3)Domain knowledge
(4)Programming
(5)Math and Statistics

Answer:-(1)Domain, Math and Programming Knowledge

10.

A part of Machine Learning where an agent learns to behave optimally, by performing actions that will either be rewarded or punished.

Answer»

A PART of Machine Learning where an agent learns to behave OPTIMALLY, by PERFORMING ACTIONS that will either be rewarded or punished.
Choose the correct answer from below list
(1)Supervised Learning
(2)Unsupervised Learning
(3)Reinforcement Learning

Answer:-(3)Reinforcement Learning

11.

The __________ stage of the CRISP-DM process focuses on understanding the objectives

Answer»

The __________ STAGE of the CRISP-DM process FOCUSES on UNDERSTANDING the objectives

and requirements of a project.
Choose the correct answer from below list
(1)Modeling
(2)Business Understanding
(3)Deployment
(4)Data Understanding
(5)Data Preparation
(6)Evaluation

Answer:-(2)Business Understanding

12.

Machine Learning is a subset of Deep Learning.

Answer»

Machine Learning is a SUBSET of DEEP Learning.
Choose the CORRECT answer from below LIST
(1)TRUE
(2)FALSE

ANswer:-(2)FALSE

13.

Machine Learning is a subset of __________.

Answer»

Machine LEARNING is a subset of __________.
Choose the correct answer from below LIST
(1)ARTIFICIAL INTELLIGENCE
(2)None of the mentioned
(3)Deep Learning
(4)All the options

Answer:-(1)Artificial Intelligence

14.

______ is the overall management of the availability, usability, integrity, and security of data used in an enterprise

Answer»

__________ is the overall management of the availability, usability, integrity, and security of data used in an enterprise.
Choose the CORRECT answer from below LIST
(1)Data EXPLORATION
(2)Data Management
(3)Data Governance
(4)Data Analysis

Answer:-(3)Data Governance

15.

__________ involves analyzing a large amount of data to extract knowledge and insight,

Answer»

__________ involves ANALYZING a large AMOUNT of data to EXTRACT knowledge and insight, leading to actionable decisions.
Choose the correct answer from below list
(1)Deep LEARNING
(2)Artificial Intelligence
(3)Data Science
(4)Machine Learning

Answer:-(3)Data Science

16.

Which is the Response variable in this scenario?

Answer»

Which is the RESPONSE VARIABLE in this scenario?"
Choose the correct answer from below list
(1)None of the MENTIONED
(2)Hours of exercise
(3)No. of calories burnt
(4)All the options

Answer:-(3)No. of calories burnt

17.

Why is AI gaining importance currently?

Answer»

Why is AI gaining importance currently?
Choose the correct answer from below list
(1)Requirement for an INCREASE in computational power
(2)Need for complex and ACCURATE algorithms
(3)All the options
(4)Data is being generated at an exponential rate

Answer:-(3)All the options

18.

Benefits of MFDM include:

Answer»

Benefits of MFDM INCLUDE:
Choose the correct ANSWER from below LIST
(1)Customized services for Stakeholders
(2)Enables HUMAN resources to execute more complex and better quality work
(3)Transforms Business Operations
(4)All the options
(5)Drives Superior Customer Experience

Answer:-(4)All the options

19.

In Machine Learning, the output variable that is to be predicted is also called a

Answer»

In Machine Learning, the output variable that is to be predicted is also called a

__________.
Choose the correct answer from below LIST
(1)RESPONSE variable
(2)PREDICTOR variable
(3)All the options

Answer:-(1)Response variable

20.

__________ is a Digital Merchandising suite.

Answer»

__________ is a Digital Merchandising suite.
Choose the correct ANSWER from below list
(1)TCS BANCS
(2)TCS Optumera
(3)TCS IGNIO

Answer:-(2)TCS Optumera

21.

Training data is used in model evaluation.

Answer»

Training data is used in model evaluation.
Choose the correct answer from below LIST
(1)True
(2)False

Answer:-(2)False

22.

The MFDM Execution Model life cycle has __________ phases.

Answer»

The MFDM EXECUTION Model LIFE cycle has __________ phases.
Choose the correct ANSWER from below list
(1)Four
(2)Five
(3)Three

Answer:-(3)Three

23.

A Python package used in text analysis and natural language processing.

Answer»

A Python package USED in text analysis and natural LANGUAGE processing.
Choose the CORRECT answer from below list
(1)Scikit-learn
(2)Pandas
(3)NLTK

Answer:-(3)NLTK

24.

What data is used in model building?

Answer»

What DATA is used in model BUILDING?
Choose the correct answer from below LIST
(1)Testing data
(2)Training data

Answer:-(2)Training data

25.

The __________ process of NLP normalizes words into base or root form.

Answer»

The __________ process of NLP normalizes words into BASE or root form.
Choose the correct answer from below list
(1)Tokenization
(2)LEMMATIZATION & Stemming
(3)POS Tagging
(4)Lemmatization

Answer:-(2)Lemmatization & Stemming