AI - Components of Al Project Framework — Flashcards

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A project is a temporary endeavour undertaken to create a unique product, service, or result. It has a definite beginning and end, and it is carried out to meet specific objectives within a set time a…

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A project life cycle is the sequence of phases a project goes through from initiation to closure. It shows how a project moves step by step until it is completed.

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The AI Project Cycle has five steps: Problem Scoping, Data Acquisition, Data Exploration, Modelling, and Evaluation. These steps help in building an AI solution in a planned way.

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Problem Scoping is the first step because it defines the goal to be achieved through AI and the problem that needs to be solved. A clear problem statement gives direction to the whole project.

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The 4Ws Problem Canvas is used in Problem Scoping to identify the key parts of a problem. It helps identify Who, What, Where, and Why related to the problem.

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Who identifies the stakeholders and the people affected. What identifies the problem and its evidence. Where identifies the context or location where the problem occurs. Why explains why the problem s…

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A broad problem is narrowed down into a specific goal statement. For example, the goal statement "How might we help farmers determine the best times for seeding and for sowing their crops?" shows a cl…

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Data Acquisition is the second step of the AI Project Cycle. It is the stage of collecting and compiling relevant data so that it can be used to train the AI system.