Microsoft Certified: Azure AI Engineer AssociatePlan and manage an Azure AI solutionEasy
A startup is developing an Azure AI solution that uses Azure Cognitive Services for various tasks like image analysis, text analytics, and speech processing. They want to simplify management and reduce administrative overhead by consolidating all their Cognitive Services resources under a single endpoint and API key. Which type of Cognitive Services resource should they provision to achieve this goal?
- AAn Azure Machine Learning workspace with integrated Cognitive Services.
- BA multi-service Cognitive Services resource (All-in-one).
- CA single-service Cognitive Services resource for each AI capability.
- DAzure Cognitive Search with Cognitive Services integration.
Show answer & explanationAnswer & explanation
Correct answer: B. A multi-service Cognitive Services resource (All-in-one).
A multi-service Cognitive Services resource (often referred to as 'All-in-one' or 'Cognitive Services' type) allows you to provision a single resource that provides access to multiple Cognitive Services (Vision, Language, Speech, Decision) with a single endpoint and API key, simplifying management and billing.
Why the other options are wrong
- A. An Azure Machine Learning workspace is for building, training, and deploying machine learning models, not for consolidating pre-built Cognitive Services endpoints.
- C. Provisioning separate single-service resources would result in multiple endpoints and API keys, increasing management overhead, which is contrary to the goal.
- D. Azure Cognitive Search integrates with Cognitive Services for AI enrichment during indexing, but it is not a consolidated resource for accessing multiple Cognitive Services directly for application use.
Multi-service Cognitive Services Resource
A single Azure Cognitive Services resource that provides access to multiple AI capabilities (e.g., Vision, Language, Speech) via one endpoint and API key.
- Simplifies management and access control.
- Consolidates billing for multiple services.
- Includes services like Vision, Language, Speech, and Decision.
Memory trick: Multi-service 'Makes' management simple.