Exam AWS Certified AI Practitioner AIF-C01 topic 1 question 193 discussion

Exam question from Amazon's AWS Certified AI Practitioner AIF-C01

Question #: 193
Topic #: 1

[All AWS Certified AI Practitioner AIF-C01 Questions]

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.)

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.

Show Suggested Answer

Suggested Answer: BC 🗳️

by Zangi at July 16, 2025, 3:27 p.m.

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nand2804

2 weeks, 2 days ago

Selected Answer: BC

B. Use the Amazon Bedrock API Amazon Bedrock allows you to customize (fine-tune) foundation models securely without managing infrastructure. It is cost-effective and fully managed, and the data remains in the AWS Region. ✅ C. Use AWS PrivateLink and a VPC AWS PrivateLink enables private connectivity to Amazon Bedrock within your VPC, ensuring that your traffic doesn’t go over the public internet. This enhances security and compliance, and it’s a cost-effective option compared to building private data centers or hybrid setups.

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