Students can practice the best AI Class 10 MCQ Chapter 2 AI Project Cycle Class 10 MCQ with Answers for exam preparation.
Class 10 AI Project Cycle MCQ
MCQ on AI Project Cycle Class 10
Class 10 AI Project Cycle MCQ – AI Project Cycle MCQ Class 10
Multiple Choice Questions:
Question 1.
Problem scoping helps in
(A) Setting the goal
(B) Identifying the problem
(C) A deeper understanding of the problem
(D) All of these
Answer:
(D) All of these
Explanation: Problem Scoping refers to understanding a problem and finding out various factors which affect the problem, define the goal or aim of the project.
Question 2.
Choose the five stages of the AI project cycle in the correct order
(A) Evaluation → Problem Scoping → Data Exploration → Data Acquisition → Modelling
(B) Problem Scoping → Data Exploration → Data Acquisition → Evaluation → Modelling
(C) Data Acquisition → Problem Scoping → Data Exploration → Modelling → Evaluation
(D) Problem Scoping → Data Acquisition → Data Exploration → Modelling → Evaluation
Answer:
(D) Problem Scoping → Data Acquisition → Data Exploration → Modelling → Evaluation
Question 3.
The ………. are people who face the problem and would be benefited from the solution.
(A) Stakeholders
(B) Key persons
(C) Developer
(D) End user
Answer:
(A) Stakeholders
Explanation: The Stakeholders are people who face the problem and would be benefited from the solution.
Question 4.
Which of the following is not related to 4 W in problem scoping ?
(A) Who
(B) What
(C) Where
(D) With
Answer:
(D) With
Explanation: The 4ws of problem scoping are Who, What, Where and Why. These Ws helps in identifying and understanding the problem in a better and efficient manner. With is not related to 4 Ws.
Question 5.
4 Ws canvas is associated with
(A) Modelling
(B) Data Acquisition
(C) Problem Scoping
(D) Data exploration
Answer:
(C) Problem Scoping
Explanation: Problem Scoping involves the 4 ws canvas which is used to set the goal for the problem.
Question 6.
………. is one of the way of Data Acquisition.
(A) Surveys
(B) Coding
(C) Cloud Computing
(D) None of these
Answer:
(A) Surveys
Explanation:
1. Surveys are conducted to gather information about the users and it is a source of data
2. Coding is used to give instructions to the computer not to gather information.
3. Cloud Computing is used to gather information from the cloud but its not a source of data
Question 7.
The type of data being collected in data acquisition is known as $\qquad$
(A) System Mapping
(B) 4Ws Canvas
(C) Data Features
(D) Web Scraping
Answer:
(C) Data Features
Explanation: The type of data being collected in data acquisition is known as Data Features.
Question 8.
Data exploration can be done using ………… .
(A) Problem Scoping
(B) Data Visualisation
(C) Data Features
(D) Web Scraping
Answer:
(B) Data Visualisation
Explanation: Data exploration can be done using Data Visualisation
Question 9.
Choose the correct option
(A) Unsupervised learning → labelled dataset, Regression
(B) Supervised learning → labelled data set, Regression
(C) Unsupervised learning → unlabelled dataset, Classification
(D) Supervised learning → unlabelled data set, Regression
Answer:
(B) Supervised learning → labelled data set, Regression
Question 10.
Which of the following model the relationship or patterns in data defined by the developer?
(A) Rule Base Approach
(B) Learning Based Approach
(C) Decision Tree
(D) K Map
Answer:
(A) Rule Base Approach
Assertion & Reason Questions:
Directions: In the following questions, a statement of assertion (A) is followed by a statement of reason (R). Mark the correct choice as:
1. Assertion (A): We can use histograms when data is in categories (such as “Pop”, “Rock”, “Jazz”, “HipHop”, etc.)
Reason (R): We use bar charts when we have continuous data (such as a person’s height or weight)
(A) (A) is false but (R) is true
(B) (A) is true but (R) is false
(C) Both (A) and (R) are true
(D) Both (A) and (R) are false
Answer:
(D) Both (A) and (R) are false
2. Assertion (A): A pie chart is divided into segments to represent values of Different sizes.
Reason (R): Pie Chart is very effective when we have so many data series
(A) (A) is false but (R) is true
(B) (A) is true but (R) is false
(C) Both (A) and (R) are true
(D) Both (A) and (R) are false
Answer:
(B) (A) is true but (R) is false
3. Statement 1: At the same time, we should keep in mind that the data which we collect is open-sourced . and not someone’s property.
Statement 2: Extracting private data can be an offence.
(A) Statement 1 is True
(B) Statement 2 is True
(C) Statement 1 and 2 both are True
(D) None of these statements are True
Answer:
(C) Both (A) and (R) are true
4. Statement 1: Self-motivation teaches us selfdiscipline and hard work to achieve our goals
Statement 2: Individuals experience increased anxiety and boredom when they motivate themselves.
(A) Both Statement 1 and Statement 2 are correct.
(B) Both Statement 1 and Statement 2 are incorrect.
(C) Statement 1 is correct but Statement 2 is incorrect
(D) Statement 1 is incorrect but Statement 2 is correct
Answer:
(C) Both (A) and (R) are true
5. 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 accident
(A) Both A and R are correct and R is the correct explanation of (A)
(B) Both A and R are correct but R is NOT the correct explanation of A
(C) A is correct but R is incorrect
(D) A is incorrect but R is correct
Answer:
(C) Both (A) and (R) are true