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Page 29 - Ai Robogenius
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    EVALUATION—THE TESTING STAGE

                    Evaluation is one of the most critical stages of an AI project. This phase is an important step
                    where we check how well the AI model works to see if it meets the goals set at the start. If the

                    model does not perform as expected, changes may be needed. Once the developer is happy
                    that the model works well and fits the project’s needs, the AI project moves to the next phase
                    called deployment.

                                   Task                                                          21 st
                                                                                                Century
                                                                                                 Skills  #Critical Thinking
                       Case: Substantial Electricity Bill (Continued…)
                       After installing the sensor and alarm system in some classrooms, gather the following data:

                       Reduction in electricity usage compared to the period before the system was installed
                       Number of times the alarm went off and what actions were taken

                       Feedback from teachers and students on how effective and easy to use the system is

                       A comparison of the costs of installing and maintaining the system versus the money saved
                       on electricity
                       Any technical problems or false alarms during the trial period

                       Use this data to decide if the system effectively reduces electricity usage and if it can be used
                       in all classrooms. Use this evaluation to improve the system before fully implementing it.

                    DEPLOYMENT

                    In this phase, the best model is put into real use. It is added to the actual system where people
                    can use it in everyday work. A system is also set up to watch the model’s performance regularly,
                    making sure it keeps giving correct and reliable results. If problems come up, like changes in data
                    or lower performance, the model is fixed and updated. The goal is to keep the model working well
                    over time and make improvements as needed.

                                   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.

                                                                                     Stages of AI Project Cycle
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