Designing and Implementing a Microsoft Azure AI Solution (AI-102日本語版): AI-102 Exam

"Designing and Implementing a Microsoft Azure AI Solution (AI-102日本語版)", also known as AI-102 exam, is a Microsoft Certification. With the complete collection of questions and answers, Pass4sureCert has assembled to take you through 425 Q&As to your AI-102 Exam preparation. In the AI-102 exam resources, you will cover every field and category in Azure AI Engineer Associate Certification helping to ready you for your successful Microsoft Certification.

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  • Exam Code: AI-102
  • Exam Name: Designing and Implementing a Microsoft Azure AI Solution (AI-102日本語版)
  • Certification Provider: Microsoft
  • Corresponding Certification: Azure AI Engineer Associate
  • Updated: Jul 22, 2026
  • No. of Questions: 425 Questions & Answers with Testing Engine
  • Download Limit: Unlimited

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AI-102: Designing and Implementing an Azure AI Solution Certification Path

The Microsoft Designing and Implementing an Azure AI Solution Certification includes only one AI-100 Exam.

Prerequisites

Before enrolling in the process of taking the AI-102 exams, candidates should be skilled in implementing Python and C#, using APIs and SDKs based on REST to create natural language processing solutions, computer vision solutions, and knowledge mining and communicative AI solutions based on Azure. In addition, such specialists should be knowledgeable of the elements that create the Azure AI portfolio as well as the data storage options. To add more, they should be able to implement AI principles appropriately.

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

Prep Options to Choose

The preparation process for the exam is a vital step on your way of passing the test, that’s why you need to find the most actual and reliable resources. Microsoft offers two options for you to choose from online free training or instructor-led, which is a paid one. For example, the free training represents a collection of learning paths each of which contains the different number of modules, from one to five. Thus, you can choose which ones to follow: Prepare for AI engineering (1 module), Process and Translate Speech with Azure Cognitive Speech Services (2 modules), Create computer vision solutions with Azure Cognitive Services (3 modules), to name a few. The paid course is known to be Course AI-102T00: Designing and Implementing a Microsoft Azure AI Solution and lasts for 4 days. It is intended for software developers interested in developing skills to build AI infused apps that use Azure Cognitive Search and Services, and Microsoft Bot Framework.

In addition, you can check the Amazon website to find the books on the topics included in the exam to ace it from the first attempt. Only after the successful passing the AI-102 exam you will earn the Microsoft Certified: Azure AI Engineer Associate certification. So, good luck!

Microsoft AI-102日本語 Exam Syllabus Topics:

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

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