Microsoft Azure AI Fundamentals General 5

Question 1

Which Azure service provides real-time translation of spoken conversations between languages?

Accepted Answer

Azure AI Speech with speech translation

Answer

Azure AI Speech includes a speech translation feature that transcribes and translates spoken audio in real time across multiple languages.

Question 2

In the context of Azure OpenAI Service, what is a 'token'?

Accepted Answer

A unit of text (word or word fragment) that the model processes

Answer

A token is the basic unit of text that language models process; English words are typically 1–2 tokens, and model usage and costs are measured in tokens consumed.

Question 3

Which responsible AI principle is most concerned with ensuring AI systems work correctly and safely across varying conditions?

Accepted Answer

Reliability and Safety

Answer

Reliability and Safety focuses on ensuring AI systems perform as intended, resist manipulation, and fail gracefully without causing harm across different conditions.

Question 4

What is the purpose of 'prompt engineering' when working with large language models?

Accepted Answer

Crafting effective input text to guide the model toward desired outputs

Answer

Prompt engineering is the practice of designing and refining the text inputs given to a language model to elicit accurate, relevant, and useful responses.

Question 5

A hospital wants to predict which patients are at high risk of readmission within 30 days of discharge. Which type of ML task is this?

Accepted Answer

Binary classification

Answer

Predicting whether a patient will or will not be readmitted is a binary classification task with two possible outcome classes: readmitted or not readmitted.

Microsoft Azure AI Fundamentals Practice Test

Microsoft Azure AI Fundamentals Practice Test

Microsoft Azure AI Fundamentals General 5