1. Which of the following is a foundational component of AI?

A) Data mining
B) Machine learning
C) Cloud computing
D) Virtual reality
Answer: B
2. Which AI capability involves interpreting visual information from images and videos?
A) Natural language processing
B) Computer vision
C) Machine learning
D) Knowledge mining
Answer: B
3. Knowledge mining is primarily concerned with:
A) Generating new software applications
B) Extracting information from unstructured data
C) Enhancing computer graphics
D) Predicting future trends in technology
Answer: B
4. In the wildflower identification app example, what role does the machine learning
modelplay?
A) It generates flower images.
B) It predicts the species of wildflowers based on uploaded photos.
C) It writes content for the app.
D) It manages the app's user interface.
Answer: B
5. What capability does the Face service provide?
A) Create animated images
B) Build solutions for face detection and facial recognition
C) Generate random images
D) Analyze sound frequencies
Answer: B
6. Which of the following applications commonly uses NLP?
A) Virtual assistants like Siri or Alexa
B) Video games
C) Graphic design software
D) Spreadsheet applications
Answer: A
7. What is the main function of the Azure Bot service?
A) To build mobile applications
B) To manage and create conversational AI bots
C) To host cloud storage
D) To analyze financial data
Answer: B
8. What advantage does the Speech service provide in user interactions?
A) Visual content generation
B) Voice recognition and response capabilities
C) Text summarization
D) Data encryption
Answer: B
9. What type of data can Azure Cognitive Search index?
A) Only structured data
 B) Only unstructured data
C) Both structured and unstructured data
D) Only data from social media
Answer: C
10. What is a major risk of bias in AI systems?
Unfair treatment of individuals based on biased training data
Enhanced data privacy
Increased processing speed
Improved user satisfaction
Answer: A
11. In the case of AI-driven decisions leading to negative outcomes, who is typically
considered liable?
A) The AI itself
B) The user of the AI system
C) The developers or organizations behind the AI
D) No one is liable
Answer: C
12. How does Azure Machine Learning ensure the security of sensitive data?
A) By storing all data publicly
B) By limiting access to only one
C) By eliminating data privacy regulations
D) user By providing robust security features and compliance measures
Answer: D
13. Which machine learning frameworks can be used with Azure Machine Learning?
A) Only TensorFlow
B) TensorFlow, PyTorch, and Scikit-learn
C) Only PyTorch
D) None of the above
Answer: B
14. What is the primary purpose of Azure Machine Learning?
A) To create web applications
B) To train and manage machine learning models
C) To host databases
D) To store large datasets
Answer: B
15. What is the main purpose of deploying a predictive service?
A) To train new models continuously
B) To store large datasets
C) To make predictions available for client applications
D) To visualize data analysis results
Answer: B
16. Which of the following applications is an example of using text analytics?
A) Weather forecasting
B) Audio transcription
C) Image recognition tool
D) service Social media feed analyzer
Answer: D
17. What type of resource should you choose if you only want to use natural language
processing services?
A) A Language resource
B) A Cognitive Services resource
 C) A Database resource
D) A Virtual Machine resource
Answer: A
18. Which of the following phrases could be extracted from a positive restaurant
review?
A) Slow service
B) Poor food
C) Fantastic experience
D) Worst ever
Answer: C
19. Which of the following is an example of a DateTime entity?
A) "8:00 AM"
B) "Microsoft"
C) "45 degrees"
D) "Paris"
Answer: A
20. Where can you find the Neural Network Regression component in the
AzureMachine Learning designer?
A) Under Data Processing
B) Under Machine Learning, Train
C) Under Machine Learning, Initialize, in the Regression category
D) Under Model Management
Answer: C
21. Who should data analysts partner with , to tell a story with data?
A) Sales representatives
B) External consultants
C) Marketing teams
D) Data experts like data engineers and scientists
Answer: D
22. What challenge do businesses face regarding their data?
A) Understanding and using data effectively
B) Collecting enough data
C) Reducing data storage costs
D) Avoiding data redundancy
Answer: A
23. What is the purpose of cleaning data in the analysis process?
A) To increase storage capacity
B) To ensure accuracy and usability
C) To summarize findings
D) To visualize trends
Answer: B
24. What does prescriptive analysis focus on?
A) Summarizing historical data
B) Cleaning data
C) Predicting future trends
D) Recommending actions based on data
Answer: D
 25. What kind of data does a data analyst primarily work with?
A) Organized and relevant data
B) Randomly collected data
C) Unprocessed raw data
D) Data from unreliable sources
Answer: A
26. What is the primary focus of a business analyst?
A) Data modeling
B) Data engineering
C) Interpreting data from visualizations
D) Creating databases
Answer: C
27. What tools do data analysts typically use for reporting and visualization?
A) SQL Server
B) Microsoft Power BI
C) Python
D) Excel
Answer: B
28. What is data wrangling?
A) Creating visualizations
B) Preparing and cleaning data for analysis
C) Running database queries
D) Storing data in a warehouse
Answer: B
29. What is the main goal of the visualization task?
A) To clean data
B) To store data efficiently
C) To solve business problems through compelling reports
D) To manage databases
Answer: C
30. What is a benefit of using visuals and metrics directly from Power BI?
A) It complicates the analysis process.
B) It allows users to quickly gain insights into their data.
C) It requires extensive coding.
D) It limits data accessibility.
Answer: B
31.What is the primary goal of Artificial Intelligence (AI)?
A) To replace human workers entirely
B) To create software that imitates human behaviors and capabilities
C) To improve computer hardware
D) To enhance internet connectivity

32.What does anomaly detection enable an AI system to do?

A) Improve user experience
B) Automatically detect errors or unusual activity
C) Generate new content
D) Analyze social media trends

33.What is the function of natural language processing (NLP)?

 A) To analyze numerical data
B) To interpret and respond to human language
C) To create visual content
D) To store large data sets

34.Generative AI can create original content in which of the following formats?

A) Only text
B) Only images
C) Text, images, code, and more
D) Only numerical data

35. What is the primary source of learning for machines in machine learning?
A) Algorithms
B) Data
C) Hardware
D) Human intuition
36. How do data scientists use data in machine learning?
A) To create hardware
B) To train models that can make predictions and inferences
C) To design user interfaces
D) To develop marketing strategies

37. What does Optical Character Recognition (OCR) do?

A) Extracts printed or handwritten text from images
B) Detects faces in real-time
C) Analyzes video for movement
D) Generates image tags
38.Which service would you use to detect faces in a set of images?
A) Computer Vision
B) Custom Vision
C) Face
D) Optical Character Recognition (OCR)
39.What is the main goal of Natural Language Processing (NLP)?
A) To create software that can play games
B) To enable computers to understand and respond to human language
C) To enhance image recognition capabilities
D) To analyze data for business intelligence

40.Which of the following applications commonly uses NLP?

A) Virtual assistants like Siri or Alexa
B) Video games
C) Graphic design software
D) Spreadsheet applications

41.What capability allows NLP to understand spoken language?

A) Text mining
B) Speech recognition and synthesis
C) Image processing
D) Data encryption
42. Which of the following is not an application of artificial intelligence?
a) Face recognition system
b) Chatbots
c) LIDAR
d) DBMS
43. If a developer wants to build a bot that can converse with users, which Azure serviceshould
they use?
A) Translator
B) Language
C) Azure Bot
D) Speech
44. What is the main focus of knowledge mining?
A) Storing large volumes of data
B) Extracting information from unstructured data to create a searchable
knowledge store
C) Creating data visualizations
D) Analyzing only structured data
45. Why is it important for AI systems to be understandable to users?
A) To enhance user engagement through entertainment
B) To foster trust and enable informed decision-making
C) To ensure that users can modify the algorithms
D) To reduce the need for technical support

46. Which of the following is true about unsupervised learning?

a) It uses labeled data to make predictions
b) It involves learning from data without predefined labels
c) It uses reinforcement signals to improve
d) It relies on supervised feedback loops

47. What can you learn in this module?

A) How to design user interfaces
B) How to manage cloud resources
C) How to identify the machine learning process and use automated machine learning
D) How to conduct market research
48. What type of entity is "Bill Gates"?
A) Organization
B) Person
C) Location
D) DateTime
49. Anomalies can indicate the need for what type of action?
A) Increased marketing efforts
B) Prompt troubleshooting
C) Changes in product design
D) Improved customer engagement
50 What is the primary purpose of anomaly detection?
A) To predict future trends
B) To determine if values are within expected parameters
C) To analyze customer feedback
D) To optimize resource allocation
51.What is the first step in the data analysis process?
A) Modeling
B) Identifying
C) Cleaning
D) Reporting
52. What tools do data analysts typically use for reporting and visualization?
A) SQL Server
B) Microsoft Power BI
C) Python
D) Excel
53.Which role focuses on ensuring data is properly cleaned and transformed foranalysis?
A) Data analyst
B) Data engineer
C) Database administrator
D) Business analyst
54.What is the purpose of using AI features in Power BI?
A) To discover insights without extensive coding
B) To improve database management
C) To automate data collection
D) To enhance the aesthetics of reports
55.What is the primary goal of the analyze task in data analysis?
A) To clean and prepare data
B) To create visually appealing reports
C) To understand and interpret information displayed in reports
D) To manage data storage
56. Where can you store Excel files for easy access in Power BI?
A) Only on a local computer
B) Local computer, OneDrive for Business, SharePoint, OneDrive (Personal)
C) Only on SharePoint
D) Only on OneDrive (Personal)
57. What is Deep Learning?
A. A subset of machine learning with algorithms inspired by the structure and
function of the brain
B. A type of natural language processing
C. A programming language
D. A data mining technique
58.Which section of the Format pane allows you to change the background color of a visual?

A) Title
B) Border
C) Background
D) Data Colors

59.What is the primary goal of analytics?

A) To collect data
B) To visualize data
C) To transform data into actionable insights
D) To store data
60.What is the full form of "NLP" in artificial intelligence?
a. Natural Language Processing
 b. Neural Language Programming
c. Network Learning Program
d. Node Language Processing

61. What is the full form of “AI”?

a) Artificially Intelligent
b) Artificial Intelligence
c) Artificially Intelligence
d) Advanced Intelligence

62. What is Artificial Intelligence?

a) Artificial Intelligence is a field that aims to make humans more intelligent
b) Artificial Intelligence is a field that aims to improve the security
c) Artificial Intelligence is a field that aims to develop intelligent machines
d) Artificial Intelligence is a field that aims to mine the data

63. Who is the inventor of Artificial Intelligence?

a) Geoffrey Hinton
b) Andrew Ng
c) John McCarthy
d) Jürgen Schmidhuber

64. Which of the following is the branch of Artificial Intelligence?

a) Machine Learning
b) Cyber forensics
c) Full-Stack Developer
d) Network Design

65. What is the goal of Artificial Intelligence?

a) To solve artificial problems
b) To extract scientific causes
c) To explain various sorts of intelligence
d) To solve real-world problems

66. Which of the following is an application of Artificial Intelligence?

a) It helps to exploit vulnerabilities to secure the firm
b) Language understanding and problem-solving (Text analytics and NLP)
c) Easy to create a website
d) It helps to deploy applications on the cloud

67. Based on which of the following parameter Artificial Intelligence is categorized?

a) Based on functionally only
b) Based on capabilities only
c) Based on capabilities and functionally
d) It is not categorized

68. Which of the following is not a component of Artificial Intelligence?

a) Learning
b) Training
c) Designing
d) Puzzling

69. Which of the following is an advantage of artificial intelligence?

a) Reduces the time taken to solve the problem
b) Helps in providing security
c) Have the ability to think hence makes the work easier
d) All of the above

70. Which of the following is the main goal of machine learning?

a) Enable computers to learn data
b) To automate manual tasks
c) To make computers intelligent
d) To generate self-aware machines

71. What is the full form of "ML" in the field of artificial intelligence?
a) Machine Logic
b) Machine Learning
c) Model Learning
d) Matrix Logic

72. Which of the following is NOT an application of AI?

a) Image recognition
b) Natural language processing
c) Microwave cooking
d) Robotics

73.Which branch of AI studies the simulation of human speech and language?

a) Machine learning
b) Natural Language Processing (NLP)
c) Robotics
d) Neural networks

74. Which of these is an AI technique inspired by the structure of the human brain?
a) Decision trees
b) Neural networks
c) Genetic algorithms
d) Clustering

75.______refers to man-made does not occurs naturally

a) Intelligence b) Artificial c) Natural d) Native

76.When was artificial intelligence first mentioned

a) 1974 b) 1976 c) 1956 d) 1978

77.Which of the following are common examples of voice assistants?

a) Alexa b) Siri c) Cortana d) All of the these

78.__________ is Component of AI?

a) Training b) Designing c) Learning d) Puzzling
79. What is the name for information sent from Robot sensors to robot controllers?
a) Temperature b) Pressure c) Feedback d) Signal

80. The main function of smart assistants like Apple siri an Amazon Alexa is
a) Trying to recognize the voice b) Trying to read from the dictionary
c) Searching the word from the database d) None of these

81. Which of the following is not a part of the natural language generation?
a) Text Planning b) Text Analyzing c) Sentence Planning d) Text realization

82.Robotics is a branch of AI which is composed of

a)Electrical Engineering b) Mechanical Engineering c) Computer Science d) All of these

83.You can do with your Alexa Speaker

a) Set times & Alarms b) Control smart home devices with your voice
c) Make calls to contacts phones d) all of the these

84.Alexa bought by
a) Amazon b) Facebook c) Google d) Microsoft

85. What is AI used for

a) Health Care b) Education c) Transportation d) all of the these

86.Which of these is not an AI Technology?

a) Animation b) Facial Recognition c) Robotics d) Image Recognition

87.Which of the following most advanced form of AI

a) Neural Network b) Machine Learning c) Deep Learning d) Data Science

88.Which of the following is not application of AI

a) Face Recognition System b) Chatbots c) LIDAR d) DBMS

89.Artificial Intelligence is about_____________

a) Playing a game on computer b) Making machine intelligent
c) Programming on machine with your own intelligence d) Putting your intelligence in
machine
90.Who is father of AI or Who is the Inventor of AI
a) Fisher Ada b) Alan Turing c) John McCarthy d) Allen Newell

91.The application/applications of AI is/are

a) Expert System b) Gaming c) Vision System d) all of the these

92.What is full form of AI?

a) Artificially Intelligent b) Artificial Intelligence
c) Artificially Intelligence d) Advanced Intelligence

93.NLP Stands for_____________

a) Neural Language Processing b) Natural Language Processing
c) Natural Learning Processing d) None of these
 94.Which of the following are the 5 big ideas of AI?
a) Perception b) Human-AI Interaction c) Societal Impact d) All of the above

95.What is Artificial Intelligence?

a) Artificial Intelligence is a field that aims to make humans more intelligent
b) Artificial Intelligence is a field that aims to improve the security
c) Artificial Intelligence is a field that aims to develop intelligent machines
d) Artificial Intelligence is a field that aims to mine the data

96.Which of the following is the branch of Artificial Intelligence?

e) Machine Learning
f) Cyber forensics
g) Full-Stack Developer
h) Network Design

97. Which of the given language is not commonly used for AI?
a. LISP
b. PROLOG
c. Python
d. Perl

98.The component of an Expert system is_________.

a. Knowledge Base
b. Inference Engine
c. User Interface
d. All of the above

99. Ways to achieve AI in real-life are_________.

a. Machine Learning c. Both a & b
b. Deep learning d. None of the above

100.The main tasks of an AI agent are_______.

a. Input and Output
b. Moment and Humanly Actions
c. Perceiving, thinking, and acting on the environment
d. None of the above

102.The Component of an expert system is__________

a. Knowledge Base b. Interface Engine c. User Interface d. All of the above

103.A________ is nothing but an expert system without knowledge base.

a. Tools b. Shell c. Expert System d. Knowledge

104.Which University introduced Expert systems?

a. Massachusetts institute of Technology c. University of Oxford
 b. Stanford University d. University of Cambridge

105.On Which approach the face recognitions system is based?

a. Weak AI Approach c. Cognitive AI Approach
b. Strong AI Approach d. Applied AI Approach

106.The First AI winter starts in

a.1974 b. 1976 c.1977 d.1978

107.Machine becomes intelligent once they are

a. Trained b. Started c. Installed d. Turned off

108.The machine is said to be intelligent if,

a. It collects data b. It understands data c. It analysis data d. All of these

109._________refers to the ability to perceive or infer information, and to retain it as

knowledge to be applied towards adaptive behaviors within an environment or context
a. Behaviour b. Nature c. Habits d. Intelligence

110._________are made with an intent of accomplishing tasks which either too tedious for
humans or are time consuming
a. Machines b. Gadgets c. Equipment d. Tools

111.What can AI do that humans can’t?

a. Make no mistakes b. Think Quickly
c. Do the same thing for a long time without getting bored/tiredd. All of these

112.In how many category processes in Artificial Intelligence classified in?

a. Depends on the input nature b. 5 c. 2 d. 3

113.Which of the following is an advantages of Artificial Intelligence

a. Reduces the time taken to solve the problem
b. Helps in proving security
c. Have the ability to think hence makes the work easier
d. All of the above
114.The core idea of develop AI is building machines and algorithms to____
a. Functions like anything
b. Perform computation tasks and functions like human brain
c. Perform only arithmetic tasks
d. Perform logical comparisons only

115.Which AI system can be trained to recognize patterns?

a. Expert Systems b. Neural networks c. Genetic algorithms d. Intelligent Agent

116.Which of the following are the goals of AI?

 a. Reasoning b. Learning c. Perception d. All of these

117.What is the advantage of artificial intelligence in health care?

a. Improved accessibility b. Early diagnosis c. Increased & reduced cost d. All of these

118._______is the ability to understand & understand meaning of sound, pitch, meaning made
from rhythm…..
a. Linguistic Intelligence
b. Musical Intelligence
c. Logical-mathematical Intelligence
d. Interpersonal Intelligence

119.Which of these does not use machine learning / AI?

a. Siri/Alexa b. Face recognition on your phone c. Drive less car d. Wireless Speaker

120.Which of the following is branch of Artificial Intelligence

a. Machine learning b. Cyber forensics c. Full-stack developer d. Network design

121.Which of the following is an expansion of Artificial Intelligence application?

a. Game playing b. Planning & scheduling c. Diagnosis d. All of the above

122.What is Artificial Intelligence?

a) Artificial Intelligence is a field that aims to make humans more intelligent
b) Artificial Intelligence is a field that aims to improve the security
c) Artificial Intelligence is a field that aims to develop intelligent machines
d) Artificial Intelligence is a field that aims to mine the data

123.Which are the examples of AI in daily life?

a. Virtual assistance b. Siri c. Amazon Alexa d. All of these

124.The intelligent is displays by humans & other animals are termed?

a. Natural intelligence b. Congnition c. Real intelligence d. Artificial intelligence

125.Which of the following is not goal or feature of AI?

a. Decision making b. Forward planning c. Sharing Emotionsd. Natural language

126.____Can also control several smart devices using itself as a home automation system
a. Alexa b. Google lens c. Google map d. Grammmarly

127.____App can be used to send or request money from family & friends using a mobile
phone.
a . Google lens b. Google pay c. Google map d. Grammmarly

128.The following is an online shopping app

a. Flipcart b. Amazon c. Jiomart d. All of these
129.App related to retail & e – commerce is _______
a. Drift b. Amazon c. Meta d. Slack

130._______is a general purpose programmable machine processing certain human like

characteristics.
a. Robot b. Manipulator c. Gripper d. None of the above