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Plot and Setting of a Story
Plot is what happens in a story. A strong plot focuses on a moment (a break in a pattern, a turning point) that raises a
dramatic question that must be answered as the story progresses.
Setting is a time and place where the story occurs. It can be real or imaginary. Experiential Learning
Video Session
How to Tell a Fabulous Story with your Data?
Scan the QR code or visit the following link to watch the video: What is an Empathy Map
https://www.youtube.com/watch?v=QwF9a56WFWA
Data storytelling is a structured approach to transmitting knowledge from Assessment Resources
data and invariably involves a combination of three key elements: data,
After watching the video, answer the following question:
visualization, and storytelling. When accompanied by data, the story helps
What is the purpose of an Empathy Map?
the audience explain what is happening in the data and why a particular
AI Reboot: AI Task:
perception was generated. When applying visuals to data, the audience can
be enlightened by information that they would not get without tables or
It presents questions to the students to access It provides an activity to the students allowing
graphs. When storytelling and imagery merge, they can ultimately attract
or even entertain an audience. When you combine the right visuals and
their current progress in the ongoing topic. them to research and learn new things.
stories with the right data, you have a data story that can influence and
At a Glance
stimulate change.
• Design thinking is a process to solve problems creatively.
• The design thinking process can bring innovation, and innovation can bring diversity and competitive
Reboot
advantage. Task
• The DT process consists of the following steps—Empathize, Define, Ideate, Prototype, Test.
•
What are the three main elements of a data storytelling?deeper understanding of how they interact with or
In the first stage, designers observe consumers to gain a
are affected by the product or problem.
• Observations must be made with empathy. Check out the website https://lipsync.withyoutube.com/
• The focus of the prototype is to quickly come up with a concrete version of the idea and see how it will be An AI-powered challenge that rates how closely your lip-syncing matches the song! This experiment uses
accepted by consumers. Google’s AI technology TensorFlow.js. The TensorFlow model provides a real-time high-density estimate of key
• During the testing phase, you collect feedback about your work. points of your facial expression using only a webcam. Through machine learning in your browser, the key points
The design thinking process is iterative.
• Conflict and Resolution around the mouth and lips are analysed to estimate how well you synchronize to the lyrics of the song!
Which of the following is NOT a design thinking stage?
3.
• To gather relevant facts and information from customers, a simple and efficient method of questioning, called
the 5W1H method, is used.
a. Ideate
b. Test
Conflict can be defined as a clash between two opposing forces that creates the narrative thread for a story. It is the
AI Quiz:
Identifying the problem ensures that you fully understand the goals of the design project.
d. Define
•
c. Data Scoping
most exciting and engaging drive in any story. In a business or our daily life, users or the audience are always trying to Deep Learning
•
Brainstorming is a popular technique for generating ideas and sharing knowledge among team members.
Which of the following helps to collect detailed facts about problems and user expectations by asking the right
resolve a conflict. All decisions must be made after the conflict is resolved. Each question answered in the data narrative AI in Life:
4.
It contains MCQs for the students to test
•
Brain Dump is brainstorming, done individually.
questions?
is finding evidence of a conflict. We also saw and learned how to set up the story by giving proper titles, how to highlight Deep learning is a subset of machine learning that teaches computers to do what humans do naturally. It is the
It presents questions that promotes the
•
Brainwriting gives introverts time to write them down instead of sharing their thoughts aloud with the team.
b. 5W2H
a. 5W1H
and improve their mental dexterity.
and bring the focus towards conflict, and finally resolution. The resolution is the end of the storytelling. key technology used in voice control devices such as driverless cars, mobile phones, tablets, etc. In deep learning,
•
An Empathy Map is a collaborative visualization used to deepen understanding and gain insight into user
c. 5H1W
d. Either b or c
behaviour.
The following skills can be used to resolve conflict in data storytelling: moral growth and experiential learning.
5. Which of the following is the stage in the DT process where an idea becomes a real solution? a machine is trained with huge amount of data which helps it in training itself around the data. Such machines
1. Communication 2. Teamwork 3. Problem Solving are intelligent enough to develop algorithms for themselves. Deep learning is the most advanced form of Artificial
a. Ideate
4. Stress management 5. Emotional agility b. Prototype Intelligence. Machine learning is intermediately intelligent and Artificial Intelligence covers all the concepts and
d. Define
c. Test
In Life
6. Identifying the ensures that you fully understand the goals of the design project. algorithms which, in some way or the other mimic human intelligence. Life Skills & Values
a. Solution
Brainy Fact
Tick ( ) the correct option. b. Test There are a lot of applications of AI out of which few are those which come under machine learning out of which very
Consider yourself to a part of the ruling party. You promised to improve the economy of your country. In such
c. Problem
d. Empathy Map
1. To be truly people-oriented, designers observe how people use products or services, and further refine products or few can be labelled as deep learning. Thus, not everything that is machine learning will be deep learning.
7.
which means that it uses evidence of how consumers interact with a product or
Design thinking is
services to improve the customer experience. This is the
part of design thinking.
In 2016, Whirlpool launched its campaign ‘Care Counts’. Whirlpool installed washers and dryers in schools a scenario, you are bound to take some good as well as some harsh decisions. How will you empathise with the
people? State your thoughts.
service, rather than how organizations think they will handle it.
a. Selection
b. Iteration
because it found that around 4000 students were dropping out of school annually due to a lack of clean Artificial Intelligence
b. People-oriented
a. Product-oriented
d. Thinking
c. Evaluation
clothes. The campaign used data storytelling to show how Whirlpool products could provide a better world
d. Both (a) and (b)
c. Process-oriented
through clean clothing. This campaign was a success as it led to higher graduation rates. Any technique that enables computers
The Does quadrant in an Empathy Map depicts the
2.
of the persona.
8. Through , we can put ourselves in consideration for others and understand how they feel about
a. Statements b. Thoughts Deep Thinking to imitate human intelligence. It includes machine
their problems, situations, or situations.
Critical Thinking
c. Feelings d. Actions learning AI Deep Thinking:
b. Testing
a. Design thinking
In Life
Life Skills & Values
Critical & Creative Thinking
c. Empathy d. Prototype building 223 In your day to day life, you come across many situations. How will you validate if you are asking the right questions
Introduction to Storytelling 205 towards solving the problem? Can you use the 5W1H technique here?
Machine Learning
9. Which of the following is the stage in the DT process, where the designers observe consumers to gain a deeper It presents a question/scenario in which the
Exercise: Consider yourself to a part of the ruling party. You promised to improve the economy of your country. In such
understanding of how they interact with or are affected by the product or problem?
A subset of AI that includes techniques that
students are required to think deeply and
a. Ideate b. Prototype a scenario, you are bound to take some good as well as some harsh decisions. How will you empathise with the
Subject Enrichment
enable machines to improve at performing tasks with
It contains a variety of questions to assess people? State your thoughts. apply their knowledge.
Lab
d. Empathize
c. Test
experience. It includes deep learning also
the concepts taught in the unit/chapter. 1. Identify a theme that can be classified as a social problem. Create a 5W1H problem canvas for it.
10. The
quadrant denotes the user’s emotional state in an Empathy Map.
a. Feels b. Says 2. Using Design Thinking, give a solution to the problem “Improving the congestion at a Petrol Pump”.
c. Thinks d. Does Deep Learning
3.
Break down the story of “The Thirsty Crow” into the various stages of the Design Thinking technique.
Deep Thinking
Critical Thinking
In Life
A subset of machine learning based on
Life Skills & Values
4. Create an Empathy Map for a class XII student (use your name), who would like to apply for an AI
Exercise In your day to day life, you come across many situations. How will you validate if you are asking the right questions
neural networks that permit a machine to
course in an overseas college.
train itself to perform a task
towards solving the problem? Can you use the 5W1H technique here?
Consider yourself to a part of the ruling party. You promised to improve the economy of your country. In such
a scenario, you are bound to take some good as well as some harsh decisions. How will you empathise with the
Solved Questions Most deep learning methods use neural network architectures, which is why deep learning models are often referred
people? State your thoughts.
Subject Enrichment
Lab
A. Fill in the blanks. to as deep neural networks. The term “deep” usually refers to the number of hidden layers in the neural network.
1. The process can bring innovation, and innovation can bring diversity and competitive advantage. Traditional neural networks only contain 2–3 hidden layers, while deep networks can have as many as 150. Deep
Identify a theme that can be classified as a social problem. Create a 5W1H problem canvas for it. AI Lab:
1.
2. The focus of the is to quickly come up with a concrete version of the idea and see how it will be learning models are trained by using large sets of labelled data and neural network architectures that learn directly
2.
Using Design Thinking, give a solution to the problem “Improving the congestion at a Petrol Pump”.
It contains questions that helps the
accepted by consumers. from the data without the need for manual intervention.
3. Deep Thinking
Critical Thinking
3. is brainstorming, done individually. Break down the story of “The Thirsty Crow” into the various stages of the Design Thinking technique.
students to improve their practical skills.
4. Create an Empathy Map for a class XII student (use your name), who would like to apply for an AI
4. Feedback collection is done in the phase of the DT process. In your day to day life, you come across many situations. How will you validate if you are asking the right questions
course in an overseas college.
5. An is a collaborative visualization used to clarify our understanding of a specific type of user. towards solving the problem? Can you use the 5W1H technique here?
Introduction to AI 111
Touchpad Artificial Intelligence (Ver. 2.0)-XI
224
AI Ready: Answers Lab Subject Enrichment
It contains an assessment for the students AI Quiz 1. 2. d Identify a theme that can be classified as a social problem. Create a 5W1H problem canvas for it.
7. b
10. a
9. d
8. c
4. a
1. b
3. c
6. c
5. b
to analyse their progress towards acquired Exercise 2. Using Design Thinking, give a solution to the problem “Improving the congestion at a Petrol Pump”.
Break down the story of “The Thirsty Crow” into the various stages of the Design Thinking technique.
3.
A. 1. Design Thinking 2. prototype 3. Brain dump
4.
AI-readiness skills. 4. testing Create an Empathy Map for a class XII student (use your name), who would like to apply for an AI
5. Empathy Map
B. 1. False course in an overseas college. 4. False 5. True
3. True
2. False
C. 1. d 2. e 3. b 4. a 5. c
Ready 3 Answers Critical & Creative Thinking 227
AI Quiz
1. b 2. d 3. c 4. a 5. b 6. c 7. b 8. c 9. d Model Test Paper:
10. a
Read the information given on website
https://www.analyticsvidhya.com/blog/2021/07/12-matrix-operations-you-should-know- Exercise It contains Model Test paper.
while-starting-your-deep-learning-journey/ A. 1. Design Thinking 2. prototype 3. Brain dump
5. Empathy Map
4. testing
After reading the information, answer the following questions: B. 1. False 2. False 3. True 4. False 5. True
1. We have studied scalar, vector and matrix. What is tensor? C. 1. d 2. e 3. b 4. a 5. c
……………………….……………………….…….…………….……………………….……………………….……………………….………………………………………..……… Critical & Creative Thinking 227
……………………….……………………….…….…………….……………………….……………………….……………………….………………………………………..……… Answers Model Test Paper-1
……………………….……………………….…….…………….……………………….……………………….……………………….………………………………………..………
……………………….……………………….…….…………….……………………….……………………….……………………….………………………………………..……… AI Quiz Max. Marks: 50
Time: 2 Hours
3. c
2. d
Projects: 1. b General Instructions: 4. a 5. b 6. c 7. b 8. c 9. d 10. a
……………………….……………………….…….…………….……………………….……………………….……………………….………………………………………..………
……………………….……………………….…….…………….……………………….……………………….……………………….………………………………………..………
It helps the students work outside the Exercise 1. Section A has Objective Type Questions whereas Section B contains Subjective Type Questions.
2. prototype
3. Brain dump
A. 1. Design Thinking
2. All questions of a particular section must be attempted in the correct order.
……………………….……………………….…….…………….……………………….……………………….……………………….………………………………………..……… 4. testing 5. Empathy Map
classroom environment while improving B. 1. False 2. False SECTION A: OBJECTIVE TYPE QUESTIONS
……………………….……………………….…….…………….……………………….……………………….……………………….………………………………………..………
3. True
5. True
4. False
What are dense and sparse matrices?
2.
their practical skills. C. 1. d 2. e 3. b 4. a 5. c (1x4=4)
1. Answer any 4 out of the given 6 questions on Employability Skills.
……………………….……………………….…….…………….……………………….……………………….……………………….………………………………………..……… (i) Name any 2 out of the 7 Cs of Effective Communication. Critical & Creative Thinking 227 1
……………………….……………………….…….…………….……………………….……………………….……………………….………………………………………..……… (ii) Define Time Management. 1
……………………….……………………….…….…………….……………………….……………………….……………………….………………………………………..……… (iii) What is the shortcut key to make any text bold in a document? 1
a) CTRL+H b) CTRL+F
……………………….……………………….…….…………….……………………….……………………….……………………….………………………………………..………
c) CTRL+B d) CTRL+G
……………………….……………………….…….…………….……………………….……………………….……………………….………………………………………..………
(Hints for Part D) (iv) Identify the direct and indirect object in the following sentence: 1
……………………….……………………….…….…………….……………………….……………………….……………………….………………………………………..……… Kiran offered cake to her friend.
……………………….……………………….…….…………….……………………….……………………….……………………….………………………………………..……… (v) Give 1 advantage each of verbal and non-verbal communication. 1
Create a scatter plot of the following data and find the linear regression equation between fertility rate and life
1.
……………………….……………………….…….…………….……………………….……………………….……………………….………………………………………..……… (vi) What is the central government’s ‘Vocal for Local’ initiative in agriculture? 1
expectancy. (You may use Excel)
3. Find out about the 3 types of Neural Networks—RNN, CNN and ANN. 2. Answer any 5 out of the given 6 questions. (5x1=5)
Life Expectancy
Fertility Rate
……………………….……………………….…….…………….……………………….……………………….……………………….………………………………………..……… (i) Which type of learning is shown here? 1
1.7
77.0
……………………….……………………….…….…………….……………………….……………………….……………………….………………………………………..……… Input
5.6 55.4
……………………….……………………….…….…………….……………………….……………………….……………………….………………………………………..………
2.2 70.0
……………………….……………………….…….…………….……………………….……………………….……………………….………………………………………..………
2.1 76.0 Model
……………………….……………………….…….…………….……………………….……………………….……………………….………………………………………..………
1.7 75.2 It's apple
……………………….……………………….…….…………….……………………….……………………….……………………….………………………………………..……… Annotations
2.0 78.2 These are Prediction
……………………….……………………….…….…………….……………………….……………………….……………………….………………………………………..……… ?
2.6 73.8 apples
……………………….……………………….…….…………….……………………….……………………….……………………….………………………………………..………
2.8 70.5 (ii) ………………………. are loosely modeled after how neurons in the human brain behave. 1
1.4 82.6 (iii) A time or place where the story occurs is called ……………………….. 1
186 Touchpad Artificial Intelligence (Ver. 2.0)-XI (iv) Identify the devices. 1
2.6 68.9
1.5 81.0
6.9 53.2
2.4 67.1
1.5 73.3
2.5 74.2 a) Toys b) Speaker
1.3 80.5 c) Voice Assistants d) Torches
2.9 72.1 (v) AI will boost ………………………. of routine, laborious or human-life threatening work. 1
2.1 78.3 (vi) One of the biggest challenges that AI is facing is ……………………….. 1
4.7 62.6
6.8 54.4
Model Test Paper-1 351
5.3 55.9
4.2 66.0
1.5 76.9
3.9 72.3
Projects 331

