Microsoft Azure AI Fundamentals Microsoft Azure AI Fundamentals MCQ 5

Question 1

Which Azure AI service can analyze video content to extract insights such as scene detection, speaker identification, and transcript generation?

Accepted Answer

Azure Video Indexer

Answer

Azure Video Indexer uses AI to automatically extract rich insights from video, including transcripts, faces, emotions, topics, and scene changes.

Question 2

What is 'data drift' in the context of deployed machine learning models?

Accepted Answer

Changes in input data distribution over time that degrade model performance

Answer

Data drift occurs when the statistical properties of production data change over time compared to the training data, causing model accuracy to decline.

Question 3

Which of the following best describes 'natural language generation' (NLG)?

Accepted Answer

Converting structured data or prompts into human-readable text

Answer

NLG is the AI capability of producing coherent, human-readable text from structured data, templates, or learned patterns.

Question 4

In Azure Machine Learning, what is a 'pipeline'?

Accepted Answer

A reusable workflow of ML steps such as data prep, training, and evaluation

Answer

An Azure ML pipeline is a reusable, automated sequence of steps that defines and orchestrates an end-to-end machine learning workflow.

Question 5

Which responsible AI principle is most directly concerned with preventing AI systems from producing biased outcomes against specific demographic groups?

Accepted Answer

Fairness

Answer

Fairness requires that AI systems treat all individuals and groups equitably and do not produce discriminatory outcomes based on characteristics like race or gender.

Microsoft Azure AI Fundamentals Practice Test

Microsoft Azure AI Fundamentals Practice Test

Microsoft Azure AI Fundamentals Microsoft Azure AI Fundamentals MCQ 5