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

What is the duration of the AI-100 Exam

  • Passing Score: 700/1000
  • Length of Examination: 120 minutes
  • Number of Questions: 45-55
  • Format: Multiple choices, multiple answers

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

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Microsoft AI-100日本語 Exam Syllabus Topics:

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

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