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Instant Download Microsoft : AI-100 Questions & Answers as PDF & Test Engine

AI-100
  • Exam Code: AI-100
  • Exam Name: Designing and Implementing an Azure AI Solution
  • Updated: Aug 07, 2026
  • No. of Questions: 163 Questions and Answers
  • Download Limit: Unlimited
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The Designing and Implementing an Azure AI Solution AI-100 Exam certification is an internationally-recognized validation that identifies persons who earn it as possessing skilled as a Microsoft Certified Azure AI Engineer Associate. If candidates want significant improvement in career growth needs enhanced knowledge, skills, and talents. The Designing and Implementing an Azure AI Solution AI-100 Exam certification provides proof of this advanced knowledge and skill. If a candidate has knowledge of associated technologies and skills that are required to pass Designing and Implementing an Azure AI Solution AI-100 Exam then he should take this exam.

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

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

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