15+ Important QnA Problem Scoping Class 10 AI

In this article, Important QnA Problem Scoping Class 10, I will discuss questions and answers for AI Problem scoping class 10. So let us start!

Important QnA Problem Scoping Class 10

In the first section of Important QnA Problem Scoping Class 10, I will discuss objective-type questions on the topic of problem scoping. This portion consists of MCQs, Fill in the blanks and True False. So here we go!

Objective Type Questions (OTQs)

1. The __________ stage begins with the identification of the problem in the AI project cycle. (Ans. Problem Scoping)
2. Problem scoping helps in
   1. setting the goal
   2. identifying the problem
   3. a deeper understanding of the problem
   4. All of these
3. Which of the following W of 4Ws canvas problems helps in analyzing the affected people directly or indirectly?
   1. who
   2. what
   3. where
   4. why
4. The ________ are people who face the problem and would be benefited from the solution. (Ans. Stakeholders)
5. The w for _________ among 4Ws, determine the nature of the problem. (Ans. what)
6. The w for what in 4Ws also gather the evidence to prove that the problem you have selected actually exists. (True/False)
7. Which of the following refers to where among 4Ws canvas?
   1. stakeholders
   2. nature of the problem
   3. context/situation/location
   4. solution or benefits to the stakeholders
8. The __________ helps to summarize all the key points into one single template. (Ans. problem statement template)
9. If there are errors in the problem scoping, it leads to failure of the project or delay in the project. (True/False)
10. In problem scoping, one should always consider the positive and negative aspects of the problem. (True/False)

In the next section of important QnA Problem Scoping Class 10, we will discuss subjective type questions.

Subjective Type Questions (STQs)

Let’s see the subjective type questions which are generally 2 or 4 marks questions for QnA Problem Scoping Class 10. The first two questions are based on AI project cycle.

1. What are the main phases of the AI project cycle?
   • The AI project cycle has mainly following 5 phases:
     1. Problem Scoping
     2. Data Acquisition
     3. Data Exploration
     4. Modelling
     5. Evaluation
2. What can be done in each phase of the AI project cycle? Write points.
   • The following are sub-stages of each phase of the AI project cycle:
     1. Problem Scoping
        • Goal Setting
        • Identifying the problem
     2. Data Acquisition
        • Data Collection
        • Data Requirements
     3. Data Exploration
        • Representation of Data
        • Visualizing Data
     4. Modelling
        • Model Designing
        • Feed data into the model
     5. Evaluation
        • Project Testing
        • Project Deployment
        • Project Review

The next section of QnA Problem Scoping Class 10 consists of questions based on Problem scoping.

1. What do you mean by problem scoping?
   • Problem scoping refers to the identification of the problem and the vision to solve it.
   • Problem scoping involves the following activities:
     • Setting the goal
     • Identifying the problem
     • Problem Definition
     • Brainstorming, designing, building, testing
     • Showcasing or sharing the task
2. What is the importance of problem scoping in the AI project cycle?
   • The problem scoping mainly focus on the identification of the problem and setting the goal.
   • It starts with a problem definition followed by brainstorming, designing, building, testing and showcasing or sharing the task.
   • Without problem scoping, all other stages turn out to be useless.
   • If the problem scoping has some errors it either results in the failure of the project or delay in the project.
3. How goal setting can be helpful in problem scoping?
   • Goal setting always helps to solve a specific problem.
   • In problem scoping, the goal can be set to be achieved after determining the problem.
   • Sometimes goals help us to find out the reasons for the problem.
   • Goal setting can be also helpful in reducing the challenges to solve any problem.
   • Goal setting also makes the procedures easy and specific

The next section of QnA Problem Scoping Class 10 consists for questions based on 4Ws canvas.

1. What do you mean by 4Ws canvas?
   • The 4Ws canvas helps in getting a better understanding before actually start the project.
   • It includes the following four questions:
     • who – refers to the people getting affected directly or indirectly by the problem
     • what – determine the nature of the problem
     • where – the context/situation/location
     • why – solution or benefits of the solution
2. Explain all 4Ws in details for 4Ws canvas.
   • Who
     • Under this w, the stakeholders and related things can be explored
     • Stakeholders are the people who are facing the problem and can be benefited after the solution
     • Here two questions are very important –
       • Who are the stakeholders?
       • What do you know about them?
   • What
     • Here you need to look into the problem and understand what is the problem
     • How do you know that it is the problem
   • Where
     • This question focuses on the context/situation/location
   • Why
     • Why canvas focuses on the solutions and benefits to the stakeholders from the solutions.

The following question is based on the problem statement template for QnA Problem Scoping Class 10.

Create a 4W canvas for people leaving at a remote place and facing the problem of transportation. Prepare a complete problem statement template using 4W canvas.

The following table represents a 4Ws canvas for the given problem in the question.

Look at another 4W canvas project for QnA Problem Scoping Class 10.

Create a 4W Project Canvas for the following.
As more and more new technologies get into play, risks will get more concentrated into a common network. Cybersecurity becomes extremely complicated in such scenarios and goes beyond the control of firewalls. It will not be able to detect unusual activity and patterns including the movement of data.
Think about how AI algorithms can scrape through vast amounts of logs to identify susceptible user behaviour. Use an AI project cycle to clearly identify the scope, how you will collect data, model and evaluation parameters.

Watch this video for more understanding:

Here I am concluding this article QnA Problem Scoping Class 10. I hope you enjoyed this article. If you have any doubts or queries feel free to ask in the comment section for QnA Problem Scoping Class 10.

Follow this link to get MCQs for problem scoping AI Class 10.

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