Microsoft Designing and Implementing an Azure AI Solution : AI-100

AI-100 real exams

Exam Code: AI-100

Exam Name: Designing and Implementing an Azure AI Solution

Updated: Sep 13, 2026

Q & A: 163 Questions and Answers

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About Microsoft Designing and Implementing an Azure AI Solution : AI-100 Exam

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  • Creating Intelligent Bots with the Azure Bot Service
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Skills measured

  • Analyze solution requirements (25-30%)
  • Design AI solutions (40-45%)
  • Implement and monitor AI solutions (25-30%)

Reference: https://www.microsoft.com/en-us/learning/exam-ai-100.aspx

Exam AI-100: Designing and Implementing an Azure AI Solution

THIS EXAM RETIRED ON JUNE 30, 2021. A replacement exam, AI-102, is available. For more information, visit the AI-102 exam details page.

Candidates for this exam should have subject matter expertise using cognitive services, machine learning, and knowledge mining to architect and implement Microsoft AI solutions involving natural language processing, speech, computer vision, and conversational AI.

Responsibilities for an Azure AI Engineer include analyzing requirements for AI solutions, recommending the appropriate tools and technologies, and designing and implementing AI solutions that meet scalability and performance requirements.

Azure AI Engineers translate the vision from solution architects and work with data scientists, data engineers, IoT specialists, and software developers to build complete end-to-end solutions.

A candidate for this exam should have knowledge and experience designing and implementing AI apps and agents that use Microsoft Azure Cognitive Services, Azure Bot Service, Azure Cognitive Search, and data storage in Azure. In addition, a candidate should be able to recommend solutions that use open source technologies, understand the components that make up the Azure AI portfolio and the available data storage options, and understand when a custom API should be developed to meet specific requirements.

Part of the requirements for: none

Download exam skills outline

Microsoft AI-100 Exam Syllabus Topics:

SectionObjectives
Topic 1: Implement Knowledge Mining and Search Solutions- Azure Cognitive Search
  • 1. Indexing and querying data
    • 2. Skillsets and enrichment pipeline
      Topic 2: Implement Computer Vision Solutions- Image analysis and processing
      • 1. Computer Vision API usage
        • 2. Custom Vision training and deployment
          Topic 3: Responsible AI and Monitoring- AI ethics and governance
          • 1. Model monitoring and evaluation
            • 2. Responsible AI principles
              Topic 4: Design AI Solutions on Azure- Design conversational AI solutions
              • 1. Azure Bot Service architecture
                • 2. Language understanding (LUIS concepts)
                  - Select appropriate Azure AI services
                  • 1. Azure Cognitive Services selection
                    • 2. Knowledge mining solutions
                      • 3. Azure Machine Learning integration
                        Topic 5: Implement Natural Language Processing (NLP)- Text analytics solutions
                        • 1. Key phrase extraction
                          • 2. Sentiment analysis
                            - Language understanding solutions
                            • 1. Intent recognition
                              • 2. Entity extraction

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