AI Associate [AI-102] 2

Question 1

Which Azure AI service provides pre-built models for extracting key-value pairs and tables from forms and documents?

Accepted Answer

Azure Document Intelligence

Answer

Azure Document Intelligence (formerly Form Recognizer) extracts key-value pairs, tables, and structured data from documents using pre-built and custom models.

Question 2

When configuring an Azure Cognitive Search index, what is the purpose of a 'suggester'?

Accepted Answer

It enables autocomplete and search-as-you-type functionality

Answer

A suggester in Azure Cognitive Search defines which fields support autocomplete and search suggestions as users type.

Question 3

In Azure Machine Learning, what does a 'pipeline' primarily enable?

Accepted Answer

Orchestrating multi-step ML workflows that can be reused and automated

Answer

Azure ML pipelines orchestrate multi-step machine learning workflows—data prep, training, evaluation—as reusable, schedulable directed acyclic graphs.

Question 4

Which metric is most appropriate for evaluating a binary classification model on an imbalanced dataset?

Accepted Answer

F1 Score

Answer

F1 Score balances precision and recall, making it more informative than accuracy when class distribution is skewed.

Question 5

What is the primary function of the Azure AI Content Safety service?

Accepted Answer

Detecting harmful or inappropriate content in text and images

Answer

Azure AI Content Safety detects harmful, offensive, or inappropriate content across text and images to help moderate user-generated content.

AI - Engineer Practice Test

AI - Engineer Practice Test

AI Associate [AI-102] 2