Page 33 - Ai V2.0 Flipbook C8
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By  filling  out  the  4Ws  Canvas,  we  create  a  strong  foundation  for  the  AI  project,  ensuring
                 that every next stage—data collection, modelling, and deployment—is aligned with real-world
                 needs and goals.



                    Activity

                  Problem Statement

                  "Inadequate sleep during examination time leads to poor academic performance and health
                  issues among students."

                  4Ws Canvas for Problem Scoping
                     Who? (Stakeholders)

                        • Students are directly affected due to fatigue and poor performance.

                        • Teachers are indirectly affected by declining academic results.
                        • Parents are concerned about their children’s health and academic stress.

                     What? (Nature of the Problem)
                        • Students show low performance in exams due to sleep deprivation.

                        • Teachers observe reduced attentiveness and participation in class.

                        • Lack of sleep impacts students’ mental and physical well-being.
                     Where? (Location/Context)

                        • At home: students stay up late studying or using devices.

                        • In school: teachers notice reduced focus.
                        • Examination hall: students feel tired and underperform.

                     Why? (Purpose of Solving)
                        • To enhance students’ focus and energy during exams.

                        • To improve academic performance through better sleep routines.
                        • To maintain students' mental and physical health.

                        • To support time management and stress reduction.




                               Task                                                   21 st  Century   #Leadership & Responsibility
                                                                                          Skills

                    Case: Substantial Electricity Bill

                    You notice that the electricity bill for your school is very high. Your goal is to reduce this bill.
                    To do this, use the 4Ws Problem Canvas to solve the issue.






                                                                              Stages of AI Project Cycle  31
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