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AWS Certified Generative AI Developer - Professional

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Q_01 domain/d1 · medium single discuss →

A financial services company must fine-tune a foundation model on Amazon Bedrock using proprietary customer records. Compliance requires that this data never traverse the public internet and never leaves AWS. Which statement accurately describes how Amazon Bedrock handles the data during fine-tuning?

A Data is sent to the model provider for training and returned encrypted
B Data never leaves the AWS network, is transferred through your VPC, and is encrypted in transit and at rest
C Data is temporarily stored in a shared multi-tenant model pool until training completes
D Data is used to improve the base foundation model for all customers

Q_02 domain/d1 · medium single discuss →

An enterprise wants to adapt an Amazon Titan base model to specialized legal terminology, but only has large volumes of UNLABELED domain documents rather than labeled examples. Which Amazon Bedrock capability is the most appropriate first step?

A Supervised fine-tuning with tagged data
B Continued pretraining using the unlabeled data
C Custom Model Import
D Retrieval Augmented Generation with Knowledge Bases

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