Microsoft AI-102 : Designing and Implementing a Microsoft Azure AI Solution

AI-102 real exams

Exam Code: AI-102

Exam Name: Designing and Implementing a Microsoft Azure AI Solution

Updated: Oct 03, 2026

Q & A: 425 Questions and Answers

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About Microsoft AI-102 Exam Free Dumps

Exam Details

Speaking of the exam details, the test will contain from 40 to 60 questions of various types which you need to complete within 100 or 120 minutes (depends on the inclusion of labs). To pass the exam you need to schedule the test on the PearsonVUE platform, pay an exam fee which is currently $165, and score at least 700 points or more out of 1000. And, of course, the knowledge of exam topics is a must.

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For more info read reference:

microsoft learning site AI-102 Skills measured Publish a Machine Learning Experiment with Microsoft Azure Machine Learning Studio Process and translate speech with Azure Cognitive Speech Services

Reference: https://docs.microsoft.com/en-us/learn/certifications/exams/ai-102

Exam AI-102: Designing and Implementing a Microsoft Azure AI Solution

Candidates for Exam AI-102: Designing and Implementing a Microsoft Azure AI Solution build, manage, and deploy AI solutions that leverage Azure Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework.

Their responsibilities include participating in all phases of AI solutions development—from requirements definition and design to development, deployment, maintenance, performance tuning, and monitoring.

They work with solution architects to translate their vision and with data scientists, data engineers, IoT specialists, and AI developers to build complete end-to-end AI solutions.

Candidates for this exam should be proficient in C# or Python and should be able to use REST-based APIs and SDKs to build computer vision, natural language processing, knowledge mining, and conversational AI solutions on Azure.

They should also understand the components that make up the Azure AI portfolio and the available data storage options. Plus, candidates need to understand and be able to apply responsible AI principles.

Part of the requirements for: Microsoft Certified: Azure AI Engineer Associate

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Microsoft AI-102 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Implement generative AI solutions15-20%- Implement model monitoring and feedback
- Integrate Azure OpenAI and other generative models
- Orchestrate multiple models and containers
- Deploy and manage generative models
- Apply prompt engineering and fine-tuning
Topic 2: Implement an agentic solution5-10%- Understand agent use cases and types
- Develop multi-agent workflows and orchestration
- Build agents with Microsoft Foundry Agent Service
- Test, deploy, and optimize agents
Topic 3: Implement knowledge mining and information extraction solutions15-20%- Implement intelligent search and retrieval
- Ingest and process structured/unstructured data
- Extract entities, relationships, and key phrases
- Build knowledge bases and search indexes
Topic 4: Implement natural language processing solutions15-20%- Perform text analysis, sentiment detection, and language detection
- Build conversational AI and chatbots
- Implement translation and summarization
- Customize and deploy NLP models
Topic 5: Implement computer vision solutions10-15%- Extract text and handwriting from images
- Process and index video content
- Integrate vision capabilities into applications
- Build and deploy custom vision models
- Analyze images and detect objects/features
Topic 6: Plan and manage an Azure AI solution20-25%- Select suitable AI models
- Select appropriate Microsoft Foundry Services
- Plan solutions aligned with responsible AI principles
- Choose services for generative AI, computer vision, NLP, speech, information extraction, knowledge mining
- Monitor, optimize, and secure AI solutions
- Create and configure Azure AI resources

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