From the course: AWS Certified AI Practitioner (AIF-C01) Cert Prep
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Human-centered AI design principles - Amazon Web Services (AWS) Tutorial
From the course: AWS Certified AI Practitioner (AIF-C01) Cert Prep
Human-centered AI design principles
- Human-centered design can be really important when working with AI. But what is it? Human-centered design focuses on creating products and services that are intuitive, easy to use, and meet the needs of the people using them. When it's applied to AI, it ensures that the systems are understandable, explainable, and serve people effectively. There are different aspects to human-centered design, and this first one is to design for amplified decision-making. And this just supports decision-makers in high-stakes situations. And the principle that's being exemplified here is to maximize the benefits of technology while minimizing risks. And this matters because it can help reduce errors, especially in critical decision-making environments. And there are some specific sub points when you are amplifying decision-making. Clarity, which means the information's easier to understand. It avoids bias. You've got simplicity, which minimizes information overload. You've got usability, which makes…
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Learning objectives39s
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Transparency and explainability definitions3m 20s
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AWS transparency and explainability tools3m 48s
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AI model safety and transparency tradeoffs3m 21s
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Human-centered AI design principles3m 37s
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Question breakdown, part 13m 22s
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Question breakdown, part 23m 54s
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