MicrosoftGenerative AI on Azure

Generative AI & Azure OpenAI — AI-900 Practice Question

A representative Microsoft Azure AI Fundamentals (AI-900) exam question on Generative AI & Azure OpenAI. Work through it below, then read why each option is right or wrong.

Short answer

The correct answer is C. Azure OpenAI Service.

Azure OpenAI Service provides REST API access to OpenAI's powerful language models including GPT-4, with Azure's enterprise-grade security, compliance, and regional availability. Azure AI Language (A) offers Microsoft's own NLP models. Azure Machine Learning (B) is for building custom ML models. Azure Cognitive Search (D) is for search capabilities.

The Question

Which Azure service provides access to OpenAI's large language models like GPT-4 with enterprise security features and compliance certifications?

AAzure AI Language
BAzure Machine Learning
CAzure OpenAI ServiceCorrect
DAzure Cognitive Search

Why C is correct

Azure OpenAI Service provides REST API access to OpenAI's powerful language models including GPT-4, with Azure's enterprise-grade security, compliance, and regional availability. Azure AI Language (A) offers Microsoft's own NLP models. Azure Machine Learning (B) is for building custom ML models. Azure Cognitive Search (D) is for search capabilities.

Why the other options are wrong

Option A: Azure AI Language

Option A does not satisfy the requirement in the scenario. Review the explanation above: the correct choice (C) is the only one that fully meets every constraint stated in the question.

Option B: Azure Machine Learning

Option B does not satisfy the requirement in the scenario. Review the explanation above: the correct choice (C) is the only one that fully meets every constraint stated in the question.

Option D: Azure Cognitive Search

Option D does not satisfy the requirement in the scenario. Review the explanation above: the correct choice (C) is the only one that fully meets every constraint stated in the question.

Key idea: Generative AI & Azure OpenAI

Azure OpenAI Service provides REST API access to OpenAI's powerful language models including GPT-4, with Azure's enterprise-grade security, compliance, and regional availability. Azure AI Language (A) offers Microsoft's own NLP models. Azure Machine Learning (B) is for building custom ML models. Azure Cognitive Search (D) is for search capabilities. On the AI-900 exam, questions in the "Generative AI on Azure" domain test whether you can map a scenario's constraints to the right choice. Read the requirement carefully, eliminate options that violate any single constraint, and pick the one that satisfies all of them with the least operational overhead.

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