Class 9 Question Paper 2025 AI

ANNUAL EXAMINATION

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2025
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Annual Exam 2025 Question Paper

SESSION ENDING EXAMINATION 2024-25
CLASS: IX ​ ​ ​ ​ ​ SUBJECT: ARTIFICIAL INTELLIGENCE
TIME: 2 HOURS​ ​ ​ ​ ​ ​ ​ ​ M. MARKS: 50

General Instructions:
1.​ Please read the instructions carefully.
2.​ This Question Paper consists of 21 questions in two sections: Section A & Section B.
3.​ Section A has Objective type questions whereas Section B contains Subjective type
questions.
4.​ Out of the given (5 + 16 = 21) questions, a candidate has to answer (5 + 10 = 15)
questions in the allotted (maximum) time of 2 hours.
5.​ All questions of a particular section must be attempted in the correct order.

6.​ 6. SECTION A - OBJECTIVE TYPE QUESTIONS (24 MARKS):
●​ This section has 5 questions
●​ Marks allotted are mentioned against each question
●​ There is no negative marking.
●​ Do as per the instructions given.
7. SECTION B – SUBJECTIVE TYPE QUESTIONS (26 MARKS):
●​ This section has 16 questions
●​ A candidate has to do 10 questions
●​ Do as per the instructions given
●​ Marks allotted are mentioned against each question.

SECTION A : OBJECTIVE TYPE QUESTIONS

Q-1 Answer any 4 out of 6 questions on EMPLOABILITY SKILL (1x 4=4 marks)
If you are aware of your own values, likes, dislikes, strengths & shortcomings
as an individual, it denotes the fact that you are
1 1
a.​ Self confident​ c.​Self controlled
b. Self motivated​ d.​Self aware
Focusing on the good, especially in the face of hardship, constitutes as
optimistic attitude. Losing a game for example might be interpreted as a loss or
2 an opportunity to analyze game methods and develop in order to win in future. 1
This shows-
a.​ Self-belief​ b. Hard work​ c. Positive attitude​ d. commitment

In digital technology, information is translated into
3 1
a. bits(0,1)​ b. electric pulse c. Mechanical pulse​d. digits (0-9).

Which of the following is a web browser? ​ '
4 a. Internet​ b. Chrome​ c. Windows​ d. None of the above 1

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In which of the following communications, do we get an instant
feedback?
5 a. Visual communication​ b. Written communication 1
c, Oral communication​ d, Non-verbal communication

Personal hygiene is essential because it helps in our daily lives to​ i
a. Stay healthy​ b. Avoid feeling ashamed due to had breath/body odour
6 1
c. Create a good image of ourselves.​ d. All of these

Q-2 Answer any 5 out of the given 6 questions (1x5=5 marks)

canvas of 41s canvas helps us to analyze and recognize the nature of
1 1
problem. a. What​ b. Where​ c. what​d. Who

The game 'Quick Draw' is based on which Al domain?
2 1
a. Data for Al​ b. NLP​c. CV​ d. None of these

helps to represent graphical data that uses symbols to convey a story and
3 1
help people understand large volumes of information.
a.Data set​ b. Data Visualization​ c. Data Exploration​ d. None of these

The process of breaking down the big problem into a series of simple steps
4. 1
is known as — -----------​
a.​ Modularity​ ID. Efficiency​c. Both (a) and (b)​ d. None of them

In fraud and risk detection, Al can be a great help. It mainly works on
5 1
the following Al domain
a. NLP​b. Computer Vision​ c. Data Science​ d. Machine learning
Al project cycle helps us to
a. create better Al projects easily b. create Al projects faster
6. c. understand the process d. all of the above
1

Q-3 Answer any 5 out of the given 6 questions (1x5=5 marks)
Data about the houses such as square footage, number of rooms, features,
whether a house has a garden or not, and the prices of these houses, i.e.,
the corresponding labels are fed into an AI machine. By leveraging data
coming from thousands of houses, their features and prices, we can now
1 train the model to predict a new house’s price. This is an example of 1
A.​ Reinforcement learning B. Supervised learning
B.​ Unsupervised learning D. None of the above

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The__________ are people who face the problem and would benefit from
2 1
the solution. a.Stakeholders b. Key persons c. Developer d. End user
_______________enables machine to improve at tasks with experience. a.
3 1
Deep learning b. Machine learning c. Al d. None of these
In the following question 4 and 5 , a statement of assertion (A) is followed
by a statement of reason (R).
Mark the correct choice as:
(a) Both A and R are true and R is the correct explanation of A.
(b) Both A and R are true but R is not the correct explanation of A.
(c) A is true but R is false.
(d) A is false but R is true
(e) Both A and R are false.
Assertion (A): A self-driving car is made up of a combination of sensors,
cameras, radar and AI.
Reason (R): The owner is liable if a self-driving car is involved in an 1
4
accident

Assertion (A): A pie chart is divided into segments to represent values of
5 Different sizes.​ 1
Reason (R): Pie Chart is very effective when we have so many data series

What does probability mean?
a) The total number of possible outcomes in an event
6 b) The ratio of favourable outcomes to all outcomes 1
c) The chance of an event happening
d) How certain an event will occur

Q-4 Answer any 5 out of the given 6 questions (1x5=5 marks)
The method of collecting correct and dependable data to work with
is known as ​
a.​ Problem Scoping
1 1
b.​ Data Acquisition
c.​ Data Exploration
d.​ Modeling
What are the different types of data ​
a.​ Structured Data

b.​ Unstructured Data
2 1
c.​ Both a) and b)
d.​ None of the above

​ is not a stage of AI Project cycle
a.​ Problem Scoping & Data Acquisition
3 1
b.​ Data Exploration & Modeling
c.​ Evaluation

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d.​ Debugging

How you can identify the problem scoping in the project?
a.​ Understand why the project was started
4 b.​ Define the project’s primary objectives 1
c.​ Outline the project’s work statement
d.​ All of the above
What are the various types of learning algorithms?
a.​ Supervised learning
5 b.​ Unsupervised Learning 1
c.​ Reinforcement Learning
d.​ All of the above
What is 'M' in the 'SMART' goal setting method
6 a.​ A) Must B) Meaning C) Measurable D) None of these 1

Q-5 Answer any 5 out of the given 6 questions (1x5=5 marks)

A set of instructions given to a computer to carry out a specific task is
1 called a(n) _________ 1
a) Job​ ​ b) Work​ c) Program​ d) Programming
From which function we can take input in scripting mode in python
2 program. 1
a) input() ​ b) int() ​ ​ c) input ​ d) output()
Which of the following is the valid Python file extension?
3 1
a) . python b) . pl c) . py d) . p
___________ are a sequence of values of any type, and are indexed by
4 integers. They are immutable and enclosed in (). 1
a) String b) Lists c) Tuples d) All of the above
How may goals are in SDG set by UNO?
5 1
a.15 b.16 c.17. d.18
The control charts and procedures of descriptive statistics which are used
to enhance a procedure can be classified into which of these categories?
(A) Behavioural tools
6 1
(B) Serial tools
(C) Industry statistics
(D) Statistical tools

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SECTION B- SUBJECTIVE TYPE QUESTIONS
Answer any 3 out of 5 questions on EMPLOABILITY SKILL (2x3=6 makrs)
Answer each question in 20-30 words.
What are verbal communications? Give one example for oral
6 2
communications.
7 Write the four steps for effective Time management? 2

8 What is the difference between a businessman and an entrepreneur? 2

9 Explain the concept of cloud computing and its advantages? 2

10 Explain ‘Affordable and Clean Energy? 2
Answer any 4 out of 6 questions on SUBJECT SPECIFIC SKILL (2x4=8 marks)
Answer each question in 20-30 words.
11 Write down any two Applications of Statistics? 2
What do you mean by Data Science and Computer Vision. Give suitable
12 2
examples for each?
13 What is Data Literacy? 2
A bag contains 5 red balls, 3 blue balls, and 2 green balls. A ball is
14 2
drawn at random. Calculate the probability of drawing a blue ball.
15 What are the negative Impacts of generative AI on Society? 2

16 Write any two feature of python language? 2

Answer any 3 out of 5 questions in 50-80 words each (4*3=12 marks )

17 Explain role of AI in modern education and their impact on society? 4
18 Define AI, ML and DL. Also state the relation among them? 4
Considering the ethical challenges associated with generative AI, what are
your thoughts on establishing guidelines or regulations to ensure
19 4
responsible use of these technologies? How can we balance the potential
benefits and risks?
Ravi is a microbiologist studying the growth of a species of fungi. He
observes that as the humidity level increases, the fungal growth increases
steadily up to a certain point, after which it starts to decrease. Based on
this information, answer the following questions:
20 4
a) Which AI model would best represent this situation? Justify your
answer.
b) Plot a graph to show the trend of this data.

Write a Program in python to enter a number and print its table?
If n=3
21 Table is: 4
3X1=3
3X2=6

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……..
3X10=30

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SESSION ENDING EXAMINATION- 2024-25
ARTIFICIAL INTELLIGENCE (SUBJECT CODE - 417) CLASS-IX
MARKING SCHEME
Max. Time: 2 Hours​ Max. Marks: 50
General Instructions:
1.​ Please read the instructions carefully.
2.​ This Question Paper consists of 21 questions in two sections: Section A & Section B.
3.​ Section A has Objective type questions whereas Section B contains Subjective type questions.
4.​ Out of the given (5 + 16 =) 21 questions, a candidate has to answer (5 + 10 =) 15 questions in the
allotted (maximum) time of 2 hours.
5.​ All questions of a particular section must be attempted in the correct order.
6.​ SECTION A - OBJECTIVE TYPE QUESTIONS (24 MARKS):
i.​ This section has 05 questions.
ii.​ Marks allotted are mentioned against each question/part.
iii.​ There is no negative marking.
iv.​ Do as per the instructions given.
7.​ SECTION B – SUBJECTIVE TYPE QUESTIONS (26 MARKS):
i.​ This section has 16 questions.
ii.​ A candidate has to do 10 questions.
iii.​ Do as per the instructions given.
iv.​ Marks allotted are mentioned against each question/part.

SECTION A: OBJECTIVE TYPE QUESTIONS

Q. 1 Answer any 4 out of the given 6 questions on Employability skill (1 x 4 = 4 marks)
i. d. Self-aware

ii. c. Positive attitude
iii. a. bits (0,1)

iv. b. Chrome
v. c. Oral communication

vi. d. All of these

Q. 2 Answer any 5 out of the given 6 questions (1 x 5 = 5 marks)

i. ●​ a. What

The "41s canvas" (likely referring to a framework for problem analysis, such as a business
or strategic canvas) helps us to analyze and recognize the nature of the problem by
addressing "What" the problem is, what issues need attention, and what the potential
challenges are.

ii. c. CV (Computer Vision)​
The game 'Quick Draw' uses computer vision (CV) to recognize the drawings made by players.
iii. ●​  b. Data Visualization​
Data visualization is used to represent data in graphical forms (like charts, graphs,
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-- AGLASEM
and symbols) to help people understand --
complex information.

iv a. Modularity​
Modularity refers to breaking down a large, complex problem into smaller, manageable parts or
modules.
v d. Machine Learning​
Machine learning (ML) is widely used in fraud detection as it can analyze patterns and detect
anomalies in data that may indicate fraudulent activity.
vi d. all of the above​
The AI project cycle helps in creating better AI projects, faster development, and understanding
the overall process.

Q. 3 Answer any 5 out of the given 6 questions (1 x 5 = 5 marks)

i B. Supervised learning.

d. End user
ii
The end users are the people who face the problem and would benefit from the solution.
They are the ultimate recipients of the product or service being developed and are directly
impacted by it.

b. Machine learning
iii
Machine learning enables machines to improve at tasks with experience. It allows
algorithms to learn from data and make predictions or decisions without being explicitly
programmed for each task.

Here, both the Assertion (A) and Reason (R) are true, but they are not directly related. The
iv composition of a self-driving car (with sensors, cameras, radar, and AI) does not explain
why the owner might be liable in an accident. Liability depends on various legal factors and
circumstances.

Correct choice: (b) Both A and R are true but R is not the correct explanation of A.

Assertion (A) is true because a pie chart indeed represents values using segments of
v varying sizes. However, Reason (R) is false; pie charts are not very effective when there
are many data series or categories. When there are too many segments, a pie chart can
become cluttered and hard to interpret. Bar charts or other visual representations are often
better for displaying large datasets.

Correct choice: (c) A is true but R is false.

c) The chance of an event happening
vi
Probability refers to the likelihood or chance of a specific event occurring. It is a measure of
how likely an event is to happen, usually expressed as a number between 0 (impossible
event) and 1 (certain event).

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Q4 Answer any 5 out of the given 6 questions (1 x 5 = 5 marks)

i b) Data Acquisition.

ii c) Both a) and b) — Structured Data and Unstructured Data.

iii
d) Debugging.

iv d) All of the above

v d) All of the above

vi C) Measurable.

Q. 5 Answer any 5 out of the given 6 questions (1 x 5 = 5 marks)

i c) Program.

ii a) input().

iii c) .py.

iv c) Tuples.

v c.17

vi D) Statistical tools

SECTION B: SUBJECTIVE TYPE QUESTIONS
Answer any 3 out of the given 5 questions on Employability Skills (2 x 3 = 6 marks)
Answer each question in 20 – 30 words.

Q. 6 What are verbal communications? Give one example for oral communications. 2
Verbal communication is the sharing of information by using words. It is what most people use as
a method of communication.
Examples: • Face-to-face conversation: • Talking on a phone • Classroom teaching, business
discussion and public speeches
(1 marks for definition and 1 marks for example )

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Q. 7 Write the four steps for effective Time management?
2
Four Steps for Effective Time Management are: a. Organize: We should plan our day-to-day
activities. b. Prioritize: We should make our to-do-list c. Control: We should have control over our
activities and time. d. Track: We should identify and note where we have spent our time.
( 2 marks for correct answer )

What is the difference between a businessman and an entrepreneur?
Q. 8 2
A businessman walks on the defined path, but an entrepreneur believes in making his own path,
which becomes a guideline. ( 2 marks for correct answer)
Q. 9 Explain the concept of cloud computing and its advantages? 2
Cloud computing refers to the delivery of computing services over the internet, including storage,
processing power, and software applications. Advantages include scalability, cost-efficiency,
accessibility from anywhere with internet access, and automatic updates and maintenance by the
service provider.
( 2 marks for correct answer )
Q. 10 Explain ‘Affordable and Clean Energy? 2
• Using solar power i.e., power generated using the sun does not cause pollution as it does not
require burning of non-renewable fuels, such as coal.
• Use of biogas is also an eco-friendly alternative to natural gas.
(2 marks for correct answer)

Answer any 4 out of the given 6 questions in 20 – 30 words each (2 x 4 = 8 marks)
Write down any two Applications of Statistics?
Q. 11 2
Predict the performance of sports
teams ▪ It can be used to find out
specific things such as: o the reading
level of students o the opinions of
voters o the average weight of a
city’s resident o Probability
(2 marks for any two correct answer)
Q. 12 What do you mean by Data Science and Computer Vision? Give suitable examples for 2
each.

• Data Science allows the system to collect numerous data, maintains data sets and derives
meaning or sense out of them. e.g. - Price Comparison Websites like PriceGrabber, Price Runner
• Computer Vision enables a machine to get and analyse visual information from images, videos
etc. and predicts or decides. e.g. – Self driving cars, Face lock
( 2 marks for correct answer )
Q. 13 What is Data Literacy? 2
Data literacy means knowing how to understand, work with, and talks about data. It's about being
able to collect, analyze, and show data in ways that make sense. Data literacy is the ability to
understand, interpret and communicate with data.
( 2 marks for correct answer )

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A bag contains 5 red balls, 3 blue balls, and 2 green balls. A ball is drawn at random. Calculate the
Q. 14 2
probability of drawing a blue ball.
Ans: 3/10
( 2 marks for correct answer )

Q. 15 What are the negative Impacts of generative AI on Society ? 2
1.Misinformation and deep fakes 2.privacy concerns 3.Job displacement 4.Bias and discrimination
(2 marks for any two correct application)

Q. 16 Write any two feature of python language ? 1+1
1.​Simple and Readable Syntax:
2.​Interpreted and Interactive:
3.​High-Level Language:
4.​Dynamic Typing:
5.​Extensive Standard Library:
6.​Cross-Platform Compatibility:
7.​Object-Oriented Programming (OOP):
8.​Dynamically Typed
9.Community and
Documentation
10.Versatility:
( 2 marks for any two correct feature ( one marks for each))

Answer any 3 out of the given 5 questions in 50– 80 words each (4 x 3 = 12 marks)
Q. 17 Explain role of AI in modern education and their impact on society? 2+2
The role of AI in modern education is transformative, bringing about significant
changes in how learning is delivered, managed, and experienced. Here are some key
roles of AI in education and its impact on society:
1. Personalized Learning:
2. Intelligent Tutoring Systems:
3. Automation of Administrative Tasks:
4. Enhanced Engagement with AI-Powered Tools:
5. Data-Driven Insights and Predictive Analytics:
6. Access to Education and Lifelong Learning:
Impact on Society:
1.​ Democratization of Education:
2.​ Changing Employment Landscape:
3.​ Inequality and Digital Divide:
4.​ Ethical Considerations:
5.​ Global Collaboration and Innovation:
6.​ Shaping the Future Workforce:
AI is revolutionizing modern education by enhancing personalization, automating
administrative tasks, and making education more accessible and efficient. While its
impact on society is largely positive, it also brings challenges that must be addressed,
including equity, job displacement, and ethical concerns. Overall, the future of
education, powered by AI, has the potential to transform both individual learning
experiences and the broader societal landscape, fostering innovation, equity, and
continuous growth. (4 marks for correct answer)
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Q. 18 Define AI, ML and DL. Also state the relation among them? 3+1
♣ AI enables machines to mimic human intelligence for decision making and problem
solving. ♣ ML imitates the human skills of learning, performing the task and improving its
accuracy over time. It may need human intervention.
♣ DL uses multi-layered neural networks to simulate the complex decision-making power of
the human brain by using large data sets. It does not need human intervention.
AI > ML > DL
(3marks for each correct explanation and 1 marks of relationship)
Q.19 Considering the ethical challenges associated with generative AI, what are your thoughts on 4
establishing guidelines or regulations to ensure responsible use of these technologies? How
can we balance the potential benefits and risks?
Ans- Establishing guidelines or regulations for the responsible use of generative AI is crucial
to navigate its ethical challenges effectively.
1. Ethical Principles and Frameworks: Develop ethical principles that guide the development
and deployment of generative AI. These could include principles such as fairness,
accountability, transparency, and privacy. Frameworks like the IEEE's Ethically Aligned
Design can serve as a starting point.
2. Regulatory Oversight: Introduce regulations that ensure compliance with ethical standards.
This might involve regulatory bodies setting guidelines for specific sectors where generative
AI is used, such as healthcare, finance, and criminal justice.
3. Risk Assessment and Mitigation: Conduct thorough risk assessments to identify potential
harms associated with generative AI systems. Mitigation strategies can then be implemented
to minimize these risks, such as robust testing, validation procedures, and continuous
monitoring.
4. Public and Stakeholder Engagement: Involve the public and relevant stakeholders in
discussions about the use of generative AI. This can help ensure that diverse perspectives are
considered and that the benefits and risks are weighed appropriately.
5. Education and Awareness: Promote understanding of generative AI technologies among
policymakers, developers, and the general public. This can help mitigate fears and
misconceptions while fostering informed decision-making.
6. International Collaboration Foster international collaboration on guidelines and standards
for generative AI. Given the global nature of AI development and deployment, international
cooperation can help create consistent ethical standards and regulations.
Balancing the potential benefits and risks of generative AI involves a nuanced approach that
acknowledges its transformative potential while mitigating potential harms. By implementing
thoughtful guidelines and regulations, we can harness the benefits of generative AI while
safeguarding against its misuse. 4 marks for correct answer
Q 20 Describe two different way of collecting data . 4
(2 marks for each )
Q 21 # Program to print the multiplication table of a given number 4
# Taking input from the user
number = int(input("Enter a number to print its multiplication table: "))
# Printing the multiplication table
print(f"Multiplication table for {number} is:")
for i in range(1, 11):
print(f"{number} x {i} = {number * i}")

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(1 marks for each correct line of source code)

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