POLL2KNOW - قائمة الاستفتاءات

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51. Batch Transform

An architect needs to offline batch inference. Which option should be selected?...

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50. Data drift

An architect needs to change in input data distribution over time. Which option should be selected?...

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49. Amazon Bedrock

A requirement calls for build generative AI applications with foundation models. Which AWS option directly addresses the requirement?...

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48. SageMaker Clarify

During a design review, the team identifies this need: bias detection and model explainability. Which AWS service or concept is the most direct fit?...

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47. SageMaker Pipelines

An architect needs to orchestrate ML workflows. Which option should be selected?...

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46. Serverless inference

Which AWS service or concept best matches this description: inference without managing serving infrastructure?...

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45. SageMaker Model Monitor

During a design review, the team identifies this need: monitor production models and data quality. Which AWS service or concept is the most direct fit...

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44. SageMaker Clarify

Which option is correctly associated with the following capability: bias detection and model explainability?...

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43. SageMaker Clarify

An architect needs to bias detection and model explainability. Which option should be selected?...

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42. Amazon CloudWatch

During a design review, the team identifies this need: monitor ML infrastructure and applications. Which AWS service or concept is the most direct fit...

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41. Asynchronous inference

A requirement calls for queue long-running inference requests. Which AWS option directly addresses the requirement?...

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40. SageMaker Automatic Model Tuning

An architect needs to hyperparameter optimization. Which option should be selected?...

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39. AWS Step Functions

During a design review, the team identifies this need: orchestrate ML and AI workflows. Which AWS service or concept is the most direct fit?...

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38. SageMaker Model Monitor

A requirement calls for monitor production models and data quality. Which AWS option directly addresses the requirement?...

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37. Model drift

Which option is correctly associated with the following capability: degradation in model behavior or predictive relationship?...

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36. Bedrock Guardrails

During a design review, the team identifies this need: safeguards for generative AI inputs and outputs. Which AWS service or concept is the most direc...

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35. SageMaker Model Registry

An architect needs to catalog and manage model versions. Which option should be selected?...

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34. Fine-tuning

During a design review, the team identifies this need: adapt a pretrained model to specialized examples. Which AWS service or concept is the most dire...

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33. Batch Transform

A requirement calls for offline batch inference. Which AWS option directly addresses the requirement?...

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32. AWS IAM

An architect needs to least-privilege access for ML resources. Which option should be selected?...

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