Domain 2 is the heavier half of the exam, and the hands-on half. It covers writing system and user prompts, deploying a model and using the Foundry portal, building a lightweight chat client with the Foundry SDK, creating and testing a single agent and a client for it, text analysis with Azure Language, spoken prompts and Azure Speech, visual input and image generation, and information extraction with Azure Content Understanding in Foundry Tools.
Skills measured
Objectives and skills below are quoted from the official study guide. The count beside each skill is how many exam simulator questions test it.
2.1 Implement generative AI apps and agents by using Foundry
- Create effective system and user prompts for generative AI models5
- Deploy a model and interact with it in the Foundry portal5
- Create a lightweight chat client application by using the Foundry SDK5
- Create and test a single-agent solution in the Foundry portal4
- Create a lightweight client application for an agent4
2.2 Implement AI solutions for text and speech by using Foundry
- Build a lightweight application that includes text analysis5
- Respond to spoken prompts by using a deployed multimodal model4
- Build a lightweight application by using Azure Speech in Foundry Tools5
2.3 Implement AI solutions with computer vision and image-generation capabilities by using Foundry
- Interpret visual input in prompts by using a deployed multimodal model4
- Create new visual outputs by using generative models5
- Build a lightweight application that includes vision capabilities4
2.4 Implement AI solutions for information extraction by using Foundry
- Extract information from documents and forms by using Azure Content Understanding in Foundry Tools4
- Extract information from images by using Content Understanding3
- Extract information from audio and video by using Content Understanding4
- Build a lightweight application with information extraction capabilities by using Content Understanding3
Official Microsoft Learn training
These are the learning paths from the official AI-901T00 course that cover this domain. Durations are Microsoft's estimates.
Get started with AI applications and agents on Azure · 5 hr 37 min
- Get started with AI in Azure · 56 min · includes a hands-on exercise
- Get started with generative AI and agents in Azure · 58 min · includes a hands-on exercise
- Get started with text analysis in Azure · 45 min · includes a hands-on exercise
- Get started with speech in Azure · 47 min · includes a hands-on exercise
- Get started with computer vision in Azure · 50 min · includes a hands-on exercise
- Get started with AI-powered information extraction in Azure · 43 min · includes a hands-on exercise
- Get started with Microsoft Foundry IQ · 38 min · includes a hands-on exercise
