Week 11: AI decision-making and data interpretation

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7 Terms

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AI decision-making pipeline

  1. Data generated

  2. Data stored

  3. Data processing

  4. Actionable insights

<ol><li><p>Data generated</p></li><li><p>Data stored</p></li><li><p>Data processing</p></li><li><p>Actionable insights</p></li></ol><p></p>
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Key components of AI

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Structured data

can be displayed in rows and columns (like a spreadsheet)

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Unstructured data

cannot be displayed in rows and columns (like videos and images)

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Data processing 

Data processing is a preparatory step in the AI model-building process. It involves cleaning, transforming, and organizing data to ensure it is suitable for analysis by AI algorithms. 

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Supervised learning

Supervised learning is like a teacher guiding you to solve problems. You learn from examples that already have answers.

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Unsupervised learning

Unsupervised learning is like exploring a new place without a map. You find patterns and make sense of things on your own.