1. What do you mean by Problem Scoping? What is its purpose?
Problem Scoping is defined as the stage in which aim and scope of the AI project is decided.
2. What activities are carried out during problem scoping phase?
OR
What do you know about problem scoping phase?
i. Defining objectives of the project
ii. Defining expected results to be produced by project.
iii. Knowing expectations of stakeholders
iv. Important resources and steps
v. Success metrix
3. What do you mean by goal setting in problem scoping phase?
Goal setting is the process of specifying the problem to be solved.
4. What is the significance of goal setting in problem scoping phase?
It set the scope of the project and clearly defines the tasks to be done.
5. What is the significance of goal setting in Problem Scoping phase?
It defines the scope and boundaries of the project. It also specifies the tasks to be covered in it.
6. What is 4Ws canvas?
4Ws canvas is the tools that helps you to identify the problem and challenges involved in it. There are four basic questions Who, What, Where and Why.
7. Explain 4Ws canvas. What are components of 4Ws canvas?
There are four sections of 4Ws canvas
i. WHO: It defines the people who are getting affected due to problem.
ii. WHAT: It defines the actual problem to be solved.
iii. WHERE: It defines the situation or context.
iv. WHY: It defines why the problem should be solved?
8. What do you mean by problem statement?
It refers to a clearly defined problem that states the nature of problem, why the problem should be solved and for whom the solution will be beneficial.
9. What is the problem statement template? What is its significance?
It is the document that gives a clear idea about the basic framework required to achieve the goal by identifying the right problem to solve and to understand it perfectly.
it uses 4Ws of canvas to identify WHO (People involved), WHAT(The problem), WHERE(context/situation) and WHY(benefits) of the project.
10. Create a 4W Project Canvas for the following.
As new technologies are emerging, Cybersecurity has become extremely complicated. Things are going beyond the control of firewalls. It is not able to detect unusual activity and patterns including the movement of data.
How AI algorithms can identify susceptible user behaviour. Use an AI project cycle to clearly identify the scope, how you will collect data, model and evaluation parameters.
WHO: People using internet to access different appications.
WHAT: Cybersecurity issues, firewalls are unable to detect unusual activities and patterns.
WHERE: At global level
WHY: For secure transactions over the internet.
11. Does a 4Ws canvas help you understand a problem and its issues to be tackled?
Yes
13.Pick a problem of your choice and fill a problem statement template for it.
Traffic congestion problem:
There is a traffic congestion problem in city especially at road crossings. Reason is that people don’t follow traffic rules. Due to this congestion, people can’t reach their destinations on time.
