Exam AWS Certified AI Practitioner AIF-C01 topic 1 question 1 discussion

B. Partial Dependence Plots (PDPs) Explanation: Partial Dependence Plots (PDPs) are useful tools for understanding the relationship between specific features and the model's predictions, making it easier to see how changes in input variables affect the forecast. PDPs are particularly helpful for stakeholders because they visually show the impact of individual features on predictions without requiring a deep understanding of the model's inner workings.

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B. Partial Dependence Plots (PDPs) Explanation: Partial Dependence Plots (PDPs) are useful tools for understanding the relationship between specific features and the model's predictions, making it easier to see how changes in input variables affect the forecast. PDPs are particularly helpful for stakeholders because they visually show the impact of individual features on predictions without requiring a deep understanding of the model's inner workings.

Explicação:Gráficos de dependência parcial (Partial Dependence Plots - PDPs) são usados para mostrar como uma variável de entrada afeta a previsão do modelo, mantendo as outras variáveis constantes.São ferramentas poderosas de explicabilidade e transparência, especialmente para partes interessadas não técnicas. Eles ajudam a visualizar a relação entre características importantes e as previsões do modelo, respondendo perguntas como: "Se aumentarmos o orçamento em marketing, o que acontece com a demanda prevista?"

PDPs help in explaining the relationship between the features and the model’s predictions, offering transparency into how the model makes decisions, which is critical for explainability to stakeholders. PDPs show how changes in a feature impact the model's output, thus helping to provide an understanding of the model's behavior.

B. Partial dependence plots (PDPs)

AWS certification exams are introducing new question types, including ordering, matching, and case study questions, alongside traditional multiple choice and multiple response formats. The ordering type requires arranging selected responses in the correct sequence, while matching questions involve linking statements to prompts. Case studies recycle a scenario across multiple questions, allowing candidates to save time by understanding the context once. Each question is evaluated independently, meaning it's crucial to answer all parts correctly to receive credit.

Answer:B. Partial dependence plots (PDPs)

I think B is correct