Project Cycle-Problem Scoping

Question 1

define and describe the project cycle and list its stages

Answer 1

In an AI project development, the AI Project Cycle provides us with an appropriate framework which can lead us towards the goal. This concept provides an organized plan for breaking down the task of program development into manageable modules. The AI Project Cycle mainly have 5 stages

• problem scoping
• data acquisition
• data exploration
• modelling
• evaluation

Question 2

define problem scoping

Answer 2

it is the 1st stage of the ai prject cycle in whcih we set the goal of our ai project with the help of they key elements which affectthe problem.

Question 3

define data acquisition

Answer 3

it is the 2nd stage of the ai project cyle in which we acquire the needed data from authentic and reliable sources for training and testing.

Question 4

define data exploration

Answer 4

it is thr 3rd stage of the ai priject cyle in which we understand the patterns in big data using techniques such as data visualisation

Question 5

define modelling

Answer 5

it is the 4th stage of the ai priject cycle in which intelligent algorithms are created and tested.

Question 6

define evaluation

Answer 6

it is the 5th stage of the ai project cycle in which we understand the reliability of our ai model through measures such as:

• accuracy
• precision
• recall
• f1 score

Question 7

what are the sdgs? describe.

Answer 7

17 goals have been announced by the United nations which
are termed as the Sustainable Development Goals. The aim is to achieve these goals by the end of
2030. A pledge to do so has been taken by all the member nations of the UN.

Question 8

define 4ws canvas

Answer 8

it is a tool used to frame the problem statement with the help of 4 key elements
-who
-what
-where
why

Question 9

define problem statement

Answer 9

it is a summary of all key elements of the 4ws canvas
-it is a clear description of all the issues. it consists of a vision, issue statement and a method to solve the problem.

Question 10

describe the who stage of 4ws canvas

Answer 10

The “Who” block helps in analysing the people getting affected directly or indirectly due to it. Under
this, we find out who the ‘Stakeholders’ to this problem are and what we know about them.
Stakeholders are the people who face this problem and would be benefitted with the solution.

Question 11

who are stakeholdrs

Answer 11

those who are directly or indirectly affected by the problem and would be benefitted with the soln.

Question 12

describe the what block

Answer 12

At this stage, you need to
determine the nature of the problem, what the problem is and how we know tht it is a problem.Under this block, you also gather evidence to prove that the problem you have selected actually exists.
Newspaper articles, Media, announcements, etc are some examples.

Question 13

describe the where block

Answer 13

, in this block, you need to focus on the context/situation/location of the problem. This block will help you look into the
situation in which the problem arises, the context of it, and the locations where it is prominent.

Question 14

describe the why block

Answer 14

You have finally listed down all the major elements that affect the problem directly. Now it is
convenient to understand who the people that would be benefitted by the solution are; what is to be
solved; and where will the solution be deployed. These three canvases now become the base of why
you want to solve this problem. Thus, in the “Why” canvas, think about the benefits which the
stakeholders would get from the solution and how it will benefit them as well as the society.