AI Azure AI Engineer 5

Question 1

A Responsible AI principle requires that AI system decisions can be understood and traced. Which principle does this describe?

Accepted Answer

Transparency

Answer

Transparency means AI systems and their decision-making processes should be understandable to those who design, deploy, and use them.

Question 2

Which Azure resource provides a centralized hub for managing connections, compute, and deployments across Azure AI services within a project?

Accepted Answer

Azure AI Foundry Hub

Answer

Azure AI Foundry Hub is the top-level organizational resource that provides shared compute, connections, and governance for AI projects within an organization.

Question 3

An engineer needs to redact personally identifiable information (PII) from documents before storing them. Which Azure AI service provides this capability natively?

Accepted Answer

Azure AI Language with PII detection

Answer

Azure AI Language includes a PII detection and redaction feature that identifies and masks entities like names, SSNs, and phone numbers in text.

Question 4

What does the 'grounding' technique in prompt engineering accomplish when working with Azure OpenAI?

Accepted Answer

Reduces the model's hallucination by injecting relevant source documents into the prompt context

Answer

Grounding provides the model with retrieved context from authoritative sources, anchoring its responses to verified information and reducing hallucination.

Question 5

In Azure Custom Vision, what is the minimum recommended number of images per tag for training an image classification model?

Accepted Answer

15

Answer

Azure Custom Vision recommends at least 15 images per tag to train a meaningful classifier, though more diverse images improve accuracy significantly.

AI - Engineer Practice Test

AI - Engineer Practice Test

AI Azure AI Engineer 5