AI-102 Exam Prep

What you will be able to do

• You will be able to select and provision the correct Azure AI services for a scenario, including single-service versus multi-service resources
• You will be able to secure and manage AI deployments with keys, Microsoft Entra ID, managed identities, private endpoints, and Azure Monitor
• You will be able to build generative AI solutions on Azure OpenAI, including prompt design, inference parameters, grounding with RAG, and content safety
• You will be able to implement NLP with Azure AI Language, Translator, and Speech, including conversational language understanding and custom question answering
• You will be able to implement computer vision with Azure AI Vision, the Face service, and Custom Vision
• You will be able to build knowledge mining pipelines with Azure AI Search skillsets and extract fields with Azure AI Document Intelligence
• You will be able to answer scenario-based AI-102 questions across every exam domain and pass a timed practice quiz at or above the passing bar

What is inside

5 modules, 5 lessons. Each module ends in a graded quiz.

1. 01

   Plan & manage an AI solution

   Covers choosing and provisioning Azure AI services, authenticating and authorizing access, securing and monitoring resources, and deploying in containers. This domain is the foundation of AI-102 and tests the operational decisions an Azure AI engineer makes before writing application code.

   1 lessons · 5 quiz questions

2. 02

   Generative AI solutions

   Covers deploying and consuming generative models on Azure OpenAI and in Azure AI Foundry, engineering prompts and tuning inference parameters, grounding models with retrieval augmented generation, extending them with tools, and applying content safety. This domain tests the hands-on building of generative applications.

   1 lessons · 5 quiz questions

3. 03

   Natural language processing

   Covers the Azure AI Language service (analysis, conversational language understanding, and custom question answering), Azure AI Translator, and Azure AI Speech. This domain tests matching a language requirement to the right service and feature and knowing which custom features replaced the retired LUIS and QnA Maker.

   1 lessons · 5 quiz questions

4. 04

   Computer vision

   Covers Azure AI Vision image analysis and OCR, the Face service and its limited-access recognition features, Custom Vision for your own classification and detection models, and video analysis. This domain tests matching a visual requirement to the right service, feature, and model type.

   1 lessons · 5 quiz questions

5. 05

   Knowledge mining & document intelligence

   Covers Azure AI Search (indexes, indexers, AI-enrichment skillsets, and vector and semantic search for RAG) and Azure AI Document Intelligence (prebuilt, custom, and classification models). This domain tests building a searchable index over a content estate and extracting structured fields from documents.

   1 lessons · 5 quiz questions