AWS Certified AI Practitioner (AIF-C01) — Question 189

A company wants to fine-tune a foundation model (FM) by using AWS services. The company needs to ensure that its data stays private, safe, and secure in the source AWS Region where the data is stored.

Which combination of steps will meet these requirements MOST cost-effectively? (Choose two.)

Answer options

• A. Host the model on premises by using AWS Outposts.
• B. Use the Amazon Bedrock API.
• C. Use AWS PrivateLink and a VPC.
• D. Host the Amazon Bedrock API on premises.
• E. Use Amazon CloudWatch logs and metrics.

Correct answer: B, C

Explanation

The correct options, B and C, utilize the Amazon Bedrock API for fine-tuning the model while ensuring secure access through AWS PrivateLink and a VPC. Options A and D involve hosting on premises, which may not be cost-effective or necessary, and option E focuses on monitoring rather than securing data.