Page 160 - Robotics and AI class 10
P. 160

Chapter 3




                                                             compoNeNtS oF Ai

                                                          pRoject FRAmewoRk













                         Learning Outcomes




            •  Introducing AI Project Cycle                          •  Stages of AI Project Cycle
            •  Problem Scoping                                       •  Setting Goals for an AI Project
            •  The Problem Statement                                 •  Data Acquisition
            •  System Maps                                           •  Data Exploration
            •  What is Modelling?                                    •  Evaluation

        Al is the top trending technology of this digital era. Most of the companies use Al to accomplish their mundane
        tasks and achieve their company's long-term goals. As we know that AI enables us to make smart machines. It allows
        machines to perform tasks that are difficult to perform for human beings. The process of developing AI machines
        has different stages that are collectively known as Al project cycle. In the previous unit, you have learnt about
        artificial intelligence and its applications. In this unit, you will learn about Al project cycle and its different stages.



                      Brainy Fact


              AI researchers at Google AI are developing an AI system that can diagnose diseases with a high
              degree of accuracy. The system is called DeepMind Health which is still under development.
              But it has the potential to revolutionise the way we diagnose and treat diseases.



                 Introducing AI Project Cycle

        Project cycle is the steps taken to complete a task from the beginning to its end. AI project cycle provides us with
        a framework of planning, organising, executing and implementing an AI project to achieve a target.

        For all kinds of tasks, we usually follow a plan knowingly or unknowingly. These steps help us to accomplish it
        effectively. Similarly, if we have to develop an AI project, we need to follow the AI Project Cycle that provides us
        with an appropriate framework to lead us towards our goal.

        Let us assume that your sister have to make a cake for Father’s Day. You both are very excited about it and have
        thought of many options for the same.





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