Page 51 - Ai V2.0 Flipbook C8
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Task                                                        21 st  Century
                                                                                               Skills  #Information Literacy

                    Case: Substantial Electricity Bill (Continued…)
                    Start by installing the solution (the app and sensors) in a few classrooms. After testing and
                    reviewing the results, including the cost of installation and the reduction in electricity use,
                    check if the system helps reduce the bill. If it does, roll out the system to all classrooms. Collect
                    feedback to improve the system based on how it is used in real-time.







                          At a Glance

                       • AI project cycle offers a structured roadmap for creating effective AI solutions.
                       • Problem scoping involves identifying a real-world issue that can be addressed using AI.
                       • The  Problem  Scoping  phase  includes  identifying  the  problem,  understanding  the  context,
                      defining goals and objectives, identifying stakeholders, setting project boundaries.

                       • The 4Ws Problem Canvas is a helpful tool used to break down and understand the problem step
                      by step.
                       • The problem statement template helps us to put together all the key points into a single template
                      for future reference.

                       • Different problems require different types of data, and each data type brings unique value and
                      challenges.
                       • Data for any project, including AI projects, can be collected from two main sources: Primary and
                      Secondary sources.
                       • AI modelling techniques can be broadly classified into two approaches, namely, rule-based and
                      learning-based.










                 Tick ( ) the correct option.
                     1.  When data is labelled, which learning technique is used?

                       a.  Supervised learning

                       b.  Unsupervised learning
                       c.  Reinforced learning

                       d.  None of these






                                                                              Stages of AI Project Cycle  49
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