{"id":3450,"date":"2023-10-27T22:18:45","date_gmt":"2023-10-27T16:48:45","guid":{"rendered":"https:\/\/cbsepython.in\/?p=3450"},"modified":"2024-02-15T23:22:22","modified_gmt":"2024-02-15T17:52:22","slug":"artificial-intelligence-class-10-sample-question-paper","status":"publish","type":"post","link":"https:\/\/cbsepython.in\/artificial-intelligence-class-10-sample-question-paper\/","title":{"rendered":"417 Artificial Intelligence Class 10 Sample Question Paper"},"content":{"rendered":"

417 Artificial Intelligence Class 10 Sample Question Paper\u00a0<\/span><\/h2>\n

Max. Time: 2 Hours Max. Marks: 50<\/span><\/p>\n

General Instructions:<\/span><\/p>\n

1. This Question Paper consists of 21 questions in two sections: Section A & Section B.<\/span><\/p>\n

2. Section A has Objective type questions whereas Section B contains Subjective type questions.<\/span><\/p>\n

3. Out of the given (5 + 16 =) 21 questions, a candidate has to answer (5 + 10 =) 15.<\/span><\/p>\n

4. SECTION A – OBJECTIVE TYPE QUESTIONS (24 MARKS):<\/span><\/p>\n

(i) This section has 05 questions.<\/span><\/p>\n

(ii) Marks allotted are mentioned against each question\/part.<\/span><\/p>\n

SECTION B \u2013 SUBJECTIVE TYPE QUESTIONS (26 MARKS):<\/span><\/p>\n

(i) This section has 16 questions.<\/span><\/p>\n

(ii) A candidate has to do 10 questions.<\/span><\/p>\n

 <\/p>\n

SECTION A: OBJECTIVE TYPE QUESTIONS<\/strong><\/span><\/p>\n

1. Answer any 4 out of the given 6 questions on Employability Skills (1 x 4 = 4 marks)<\/span><\/strong><\/em><\/p>\n

i) Pranjali gets up at 5 am and goes to her badminton classes. Then she comes home <\/span>and finishes her homework before going to school. She does this all by herself. No\u00a0<\/span>one tells her to do it. This is an example of<\/span><\/strong><\/p>\n

a) Self-motivation<\/span><\/p>\n

b) External motivation<\/span><\/p>\n

c) Both self and external motivation<\/span><\/p>\n

d) Not any specific type of motivation<\/span><\/p>\n

 <\/p>\n

ii) Which of the following can cause stress?<\/span><\/strong><\/p>\n

a) Yoga and meditation<\/span><\/p>\n

b) Driving during rush hour<\/span><\/p>\n

c) Organized academic life<\/span><\/p>\n

d) Enjoying holidays with family<\/span><\/p>\n

 <\/p>\n

iii) What is the term used when you quickly click the left mouse button twice?<\/span><\/strong><\/p>\n

a) Hover<\/span><\/p>\n

b) Drag and drop<\/span><\/p>\n

c) Double clicking<\/span><\/p>\n

d) Moving<\/span><\/p>\n

 <\/p>\n

iv) Ravi learnt that if a laptop gets overheated, the internal parts get damaged. What <\/span>happens if he leaves his device plugged in even after it is charged 100%?<\/span><\/strong><\/p>\n

a) It can break<\/span><\/p>\n

b) It can stop functioning<\/span><\/p>\n

c) It can overheat<\/span><\/p>\n

d) Data can get corrupt<\/span><\/p>\n

 <\/p>\n

v) Srishti is a young woman who makes earrings. She buys jute from a farmer and <\/span>makes earrings from that. She sees that most women in her village do not work. So,\u00a0<\/span>she hires two women to help her. As her orders increase, she hires three more\u00a0<\/span>women to work for her. How was she helping her village grow?<\/span><\/strong><\/p>\n

a) By selling earrings to women without a job<\/span><\/p>\n

b) By purchasing earrings from the local market<\/span><\/p>\n

c) By buying jute from the local farmer and by providing jobs to local women<\/span><\/p>\n

d) By attracting the women in her village with her creative earrings<\/span><\/p>\n

 <\/p>\n

vi) Mary has two people who work for her. Every day, she spends one hour with them <\/span>to learn about what they\u2019ve done that day.<\/span><\/strong><\/p>\n

a) Creates a new product<\/span><\/p>\n

b) Divides income<\/span><\/p>\n

c) Manages the business<\/span><\/p>\n

d) Takes risks<\/span><\/p>\n

 <\/p>\n

2.\u00a0 Answer any 5 out of the given 6 questions (1 x 5 = 5 marks)<\/span><\/strong><\/p>\n

i) ____________ and __________ are AI based applications that help us in navigation.<\/span><\/strong><\/p>\n

ii) \u201cThis type of intelligence measure\u2019s one\u2019s awareness of the natural world <\/span>around them and their sensitivities to any changes that occur. It allows us to\u00a0<\/span>identify the variation among two different species and understand how they are <\/span>related\u201d.<\/span><\/p>\n

Identify the type of intelligence described in the above sentence.<\/span><\/p>\n

 <\/p>\n

iii) Identify the incorrect statement(s) from the following:<\/span><\/strong><\/p>\n

(I) Deep learning is a subset of Machine Learning<\/span><\/p>\n

(II) Machine Learning is a subset of Deep Learning<\/span><\/p>\n

(III) Artificial Intelligence is a subset of Deep Learning<\/span><\/p>\n

(IV) Deep Learning is the advanced form of AI and ML<\/span><\/p>\n

a) only (I)<\/span><\/p>\n

b) (II) and (III)<\/span><\/p>\n

c) (I) and (II)<\/span><\/p>\n

d) Only (III)<\/span><\/p>\n

 <\/p>\n

iv) Search engines not only predict what popular searches may apply to your query as <\/span>you start typing, but it looks at the whole picture and recognizes what you\u2019re trying <\/span>to say rather than the exact search words. This is an example of<\/span><\/strong><\/p>\n

a) Computer Vision<\/span><\/p>\n

b) Data Sciences<\/span><\/p>\n

c) Natural Language Processing<\/span><\/p>\n

d) Natural Language Understanding<\/span><\/p>\n

 <\/p>\n

v) When a user installs an app in the smartphone, it asks for access to gallery, contacts, <\/span>etc. After accepting this, it gives the user agreement which most users accept\u00a0<\/span>without realizing the implications. What is the concern here?<\/span><\/strong><\/p>\n

a) Data Privacy<\/span><\/p>\n

b) Unemployment<\/span><\/p>\n

c) AI bias<\/span><\/p>\n

d) No concern<\/span><\/p>\n

 <\/p>\n

vi) We can\u2019t make \u201cgood\u201d decisions without information.<\/strong> <\/span><\/p>\n

a) True<\/span><\/p>\n

b) False<\/span><\/p>\n

 <\/p>\n

3. Answer any 5 out of the given 6 questions (1 x 5 = 5 marks)<\/span><\/strong><\/em><\/p>\n

i) __________ helps us to summarise all the key points into one single Template so <\/span>that in future, whenever there is a need to look back at the basis of the problem, we\u00a0<\/span>can take a look at this and understand the key elements of it.<\/span><\/p>\n

 <\/p>\n

ii) Divya was learning neural networks. She understood that there were three layers in <\/span>a neural network. Help her identify the layer that does processing in the neural\u00a0<\/span>network.<\/span><\/strong><\/p>\n

a) Output layer<\/span><\/p>\n

b) Hidden layer<\/span><\/p>\n

c) Input layer<\/span><\/p>\n

d) Data layer<\/span><\/p>\n

 <\/p>\n

iii) Smita is working on a project that involves over a lakh of records. Which of the <\/span>following should she use to make the best project?<\/span><\/strong><\/p>\n

a) Traditional programming<\/span><\/p>\n

b) Manual processing<\/span><\/p>\n

c) IoT<\/span><\/p>\n

d) Neural networks<\/span><\/p>\n

 <\/p>\n

iv) For better efficiency of an AI project Training data should be _______<\/span><\/strong><\/p>\n

I) Relevant<\/span><\/p>\n

II) Scattered<\/span><\/p>\n

III) Structured<\/span><\/p>\n

IV) Authentic<\/span><\/p>\n

Choose the correct option:<\/span><\/p>\n

a) Both I and II<\/span><\/p>\n

b) Both I and IV<\/span><\/p>\n

c) Only I<\/span><\/p>\n

d) Only IV<\/span><\/p>\n

 <\/p>\n

v) The _______Sustainable Development Goals (SDGs) were launched at the United <\/span>Nations Sustainable Development Summit in New York in the year 2015, forming the\u00a0<\/span>2030 Agenda for Sustainable Development.<\/span><\/strong><\/p>\n

a) 17<\/span><\/p>\n

b) 15<\/span><\/p>\n

c) 13<\/span><\/p>\n

d) 19<\/span><\/p>\n

 <\/p>\n

vi) <\/span>Identify the algorithm based on the given graph<\/span><\/strong><\/p>\n

\"\"<\/p>\n

a) Dimensionality reduction<\/span><\/p>\n

b) Classification<\/span><\/p>\n

c) Clustering<\/span><\/p>\n

d) Regression<\/span><\/p>\n

 <\/p>\n

4.\u00a0 Answer any 5 out of the given 6 questions (1 x 5 = 5 marks)<\/span><\/strong><\/em><\/p>\n

i) ____________ helps in assigning a predefined category to a document, organize <\/span>it in such a way that helps customers to find information they want. For example\u00a0<\/span>spam filtering in email, auto tagging on social media, categorization of news articles <\/span>etc.<\/span><\/p>\n

 <\/p>\n

ii) Which of the following is the type of data used by NLP applications?<\/span><\/strong><\/p>\n

a) Images<\/span><\/p>\n

b) Numerical data<\/span><\/p>\n

c) Graphical data<\/span><\/p>\n

d) Text and Speech<\/span><\/p>\n

 <\/p>\n

iii) Ayushi was learning about NLP. She wanted to know the term used for the whole <\/span>textual data from all the documents altogether. Help her in identifying the term used\u00a0<\/span>for it.<\/span><\/p>\n

 <\/p>\n

iv) What is the full form of TF-IDF?<\/span><\/p>\n

 <\/p>\n

v) A corpus contains 12 documents. How many document vectors will be there for <\/span>that corpus?<\/span><\/strong><\/p>\n

a) 12<\/span><\/p>\n

b) 1<\/span><\/p>\n

c) 24<\/span><\/p>\n

d) 1\/12<\/span><\/p>\n

 <\/p>\n

vi) Identify the type of chatbot with the information given below:<\/span><\/strong><\/p>\n

These bots work on pre-programmed instructions inside the application\/machine <\/span>and are generally easy to develop. They are deployed in the customer care section\u00a0<\/span>of various companies. Their job is to answer some basic queries that they are coded\u00a0<\/span>for and connect them to human executives once they are unable to handle the\u00a0<\/span>conversation.<\/span><\/p>\n

 <\/p>\n

5. Answer any 5 out of the given 6 questions (1 x 5 = 5 marks)<\/span><\/strong><\/em><\/p>\n

i) The output given by the AI machine is known as ________ (Prediction\/ Reality)<\/span><\/p>\n

ii) _____________ is used to record the result of comparison between the prediction <\/span>and reality. It is not an evaluation metric but a record which can help in evaluation.<\/span><\/p>\n

iii) Raunak was learning the conditions that make up the confusion matrix. He came <\/span>across a scenario in which the machine that was supposed to predict an animal was\u00a0<\/span>always predicting not an animal. What is this condition called?<\/span><\/strong><\/p>\n

a) False Positive<\/span><\/p>\n

b) True Positive<\/span><\/p>\n

c) False Negative<\/span><\/p>\n

d) True Negative<\/span><\/p>\n

 <\/p>\n

iv) Which two evaluation methods are used to calculate F1 Score?<\/span><\/strong><\/p>\n

a) Precision and Accuracy<\/span><\/p>\n

b) Precision and Recall<\/span><\/p>\n

c) Accuracy and Recall<\/span><\/p>\n

d) Precision, F1 score<\/span><\/p>\n

 <\/p>\n

v) Which of the following statements is not true about overfitting models?<\/span><\/strong><\/p>\n

a) This model learns the pattern and noise in the data to such extent that it <\/span>harms the performance of the model on the new dataset<\/span><\/p>\n

b) Training result is very good and the test result is poor<\/span><\/p>\n

c) It interprets noise as patterns in the data<\/span><\/p>\n

d) The training accuracy and test accuracy both are low<\/span><\/p>\n

 <\/p>\n

vi) Priya was confused with the terms used in the evaluation stage. Suggest her the term <\/span>used for the percentage of correct predictions out of all the observations.<\/span><\/strong><\/p>\n

a) Accuracy<\/span><\/p>\n

b) Precision<\/span><\/p>\n

c) Recall<\/span><\/p>\n

d) F1 Score<\/span><\/p>\n

 <\/p>\n

SECTION B: SUBJECTIVE TYPE QUESTIONS<\/span><\/strong><\/p>\n

Answer any 3 out of the given 5 questions on Employability Skills (2 x 3 = 6 marks) <\/span>Answer each question in 20 \u2013 30 words.<\/span><\/strong><\/em><\/p>\n

6. In SMART goals, what does \u2018A\u2019 stand for? Explain.\u00a0<\/span><\/p>\n

7.\u00a0 Sameera is always punctual at school. She has a regular schedule that she follows <\/span>every day. She plans for study and play time in advance. Enlist the four steps Sameera\u00a0<\/span>must have followed for effective time management.<\/span><\/p>\n

8.\u00a0 Enlist any two methods to protect our data on the computer.\u00a0<\/span><\/p>\n

9. What do entrepreneurs do when they run their business? Mention any two points.\u00a0<\/span><\/p>\n

10. Raj has a small convenience store in his locality. There are many other convenience\u00a0<\/span>stores in the area. Yet, Raj\u2019s store survives the competition and does well. <\/span>Which stage of an entrepreneur’s career process can you relate this to? Explain.<\/span><\/p>\n

 <\/p>\n

Answer any 4 out of the given 6 questions in 20 \u2013 30 words each (2 x 4 = 8 marks)<\/span><\/strong><\/em><\/p>\n

11.\u00a0 How do you understand whether a machine\/application is AI based or not? Explain <\/span>with the help of an example.<\/span><\/p>\n

12.\u00a0 If you do an image search for vacations on a popular search engine, the first few <\/span>searches mostly return the picture of beaches. What is the concern here? Explain.<\/span><\/p>\n

13.\u00a0 Suhana works for a company wherein she was assigned the task of developing a <\/span>project using AI project cycle. She knew that the first stage was scoping the problem. <\/span>Help her list the remaining stages that she must go through to develop the project.<\/span><\/p>\n

14. What will be the results of conversion of the term, \u2018happily\u2019 in the process of <\/span>stemming and lemmatization? Which process takes longer time for execution?<\/span><\/p>\n

15.\u00a0 What do we get from the \u201cbag of words” algorithm?<\/span><\/p>\n

16. People of a village are totally dependent on the farmers for their daily food items. <\/span>Farmers grow new seeds by checking the weather conditions every year. An AI\u00a0<\/span>model is being deployed in the village which predicts the chances of heavy rain to\u00a0<\/span>alert farmers which helps them in doing the farming at the right time. Which\u00a0<\/span>evaluation parameter out of precision, recall and F1 Score is best to evaluate the <\/span>performance of this AI model? Explain.<\/span><\/p>\n

 <\/p>\n

Answer any 3 out of the given 5 questions in 50\u2013 80 words each (4 x 3 = 12 marks)<\/span><\/strong><\/em><\/p>\n

17. Ashwat is amazed to learn about his sister Ananya who is multi-talented and has <\/span>excelled in academics, music, dancing, sports and painting. He was quite curious <\/span>when Ananya told him that he too possessed all these intelligences like every human\u00a0<\/span>being does, but only at different levels. He wondered which intelligence she was\u00a0<\/span>talking about. Can you help Ashwat in learning about different types of intelligences\u00a0<\/span>by naming and explaining any four types of intelligences?<\/span><\/p>\n

 <\/p>\n

18.\u00a0 Samarth attended a seminar on Artificial Intelligence and has now been asked to <\/span>write a report on his learnings from the seminar. Being a non-technical person, he\u00a0<\/span>understood that the AI enabled machine uses data of different formats in many of <\/span>the daily based applications but failed to sync it with the right terminologies and\u00a0<\/span>express the details. Help Samarth define Artificial Intelligence, list the three domains\u00a0<\/span>of AI and the data that is used in these domains.<\/span><\/p>\n

 <\/p>\n

19. Neural networks are said to be modelled the way how neurons in the human brain <\/span>behave. A similar system is mimicked by the AI machine to perform certain tasks.\u00a0<\/span>Explain how neural networks work in an AI model and mention any three features <\/span>of Neural Networks.<\/span><\/p>\n

 <\/p>\n

20. Samiksha, a student of class X was exploring the Natural Language Processing <\/span>domain. She got stuck while performing the text normalisation. Help her to\u00a0<\/span>normalise the text on the segmented sentences given below:<\/span><\/p>\n

Document 1: Akash and Ajay are best friends.<\/span><\/p>\n

Document 2: Akash likes to play football but Ajay prefers to play online games.<\/span><\/p>\n

 <\/p>\n

21.\u00a0 Automated trade industry has developed an AI model which predicts the selling <\/span>and purchasing of automobiles. During testing, the AI model came up with the\u00a0<\/span>following predictions.<\/span><\/p>\n

\"\"<\/p>\n

i) How many total tests have been performed in the above scenario?<\/span><\/p>\n

ii) Calculate precision, recall and F1 Score.<\/span><\/p>\n

 <\/p>\n","protected":false},"excerpt":{"rendered":"

417 Artificial Intelligence Class 10 Sample Question Paper\u00a0 Max. Time: 2 Hours Max. Marks: 50 General Instructions: 1. This Question Paper consists of 21 questions in two sections: Section A & Section B. 2. Section A has Objective type questions whereas Section B contains Subjective type questions. 3. Out of the given (5 + 16 […]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[42],"tags":[],"class_list":["post-3450","post","type-post","status-publish","format-standard","hentry","category-information-technology-for-cbse-class-10"],"_links":{"self":[{"href":"https:\/\/cbsepython.in\/wp-json\/wp\/v2\/posts\/3450","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cbsepython.in\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cbsepython.in\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cbsepython.in\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/cbsepython.in\/wp-json\/wp\/v2\/comments?post=3450"}],"version-history":[{"count":0,"href":"https:\/\/cbsepython.in\/wp-json\/wp\/v2\/posts\/3450\/revisions"}],"wp:attachment":[{"href":"https:\/\/cbsepython.in\/wp-json\/wp\/v2\/media?parent=3450"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cbsepython.in\/wp-json\/wp\/v2\/categories?post=3450"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cbsepython.in\/wp-json\/wp\/v2\/tags?post=3450"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}