Associate [AI-102] Flashcards
7 cards from real AI practice questions. Tap to flip, then mark Knew It or Still Learning — missed cards come back until you master them.
Read the first 7 Associate [AI-102] flashcards as text
Which Azure AI service provides pre-built models for extracting key-value pairs and tables from forms and documents?
Answer: Azure Document Intelligence
Azure Document Intelligence (formerly Form Recognizer) extracts key-value pairs, tables, and structured data from documents using pre-built and custom models.
When configuring an Azure Cognitive Search index, what is the purpose of a 'suggester'?
Answer: It enables autocomplete and search-as-you-type functionality
A suggester in Azure Cognitive Search defines which fields support autocomplete and search suggestions as users type.
In Azure Machine Learning, what does a 'pipeline' primarily enable?
Answer: Orchestrating multi-step ML workflows that can be reused and automated
Azure ML pipelines orchestrate multi-step machine learning workflows—data prep, training, evaluation—as reusable, schedulable directed acyclic graphs.
Which metric is most appropriate for evaluating a binary classification model on an imbalanced dataset?
Answer: F1 Score
F1 Score balances precision and recall, making it more informative than accuracy when class distribution is skewed.
What is the primary function of the Azure AI Content Safety service?
Answer: Detecting harmful or inappropriate content in text and images
Azure AI Content Safety detects harmful, offensive, or inappropriate content across text and images to help moderate user-generated content.
In the context of Azure OpenAI Service, what does 'temperature' control during text generation?
Answer: The randomness and creativity of the model's output
Temperature controls output randomness: lower values produce more deterministic responses, while higher values increase creativity and variability.
Which Azure service would you use to perform real-time speech-to-text transcription in a call center application?
Answer: Azure Speech Service
Azure Speech Service provides real-time speech-to-text transcription with support for custom acoustic and language models suited for domain-specific vocabulary.