Question 190
Two cloud decisions must be made in the stated order. Finding 1: A data science group wants a managed environment to build, train, and deploy machine learning models instead of assembling every tool on EC2. Finding 2: An operations team assumes an AI service can use protected customer data without permissions or governance simply because it is AWS-managed. Which two-part response addresses both findings in order?
Explanation
Correct Answer
For finding 1: SageMaker AI supports managed machine learning workflows for supported projects. For finding 2: Managed AI capabilities do not remove responsibility for protecting the customer's supplied data. Both actions are required.
Incorrect Answers
For finding 2: Managed AI capabilities do not remove responsibility for protecting the customer's supplied data. That action addresses a different situation: A legal knowledge portal needs enterprise search over approved documents and wants relevance-based retrieval rather than a simple storage bucket listing.
The actions are reversed. The correct order is (1) Evaluate Amazon SageMaker AI against the team's model-development and managed deployment needs. (2) Apply data classification, identity access, and approved service-use controls to any AI or ML workload.
For finding 1: SageMaker AI supports managed machine learning workflows for supported projects. That action addresses a different situation: A call-center application needs to recognize customer intents and build a conversational interface rather than train a general-purpose model from scratch.






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