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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

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

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Languages: English, Japanese, Chinese (Simplified), Korean

This exam measures your ability to accomplish the following technical tasks: analyze solution requirements; design solutions; integrate AI models into solutions; and deploy and manage solutions.

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What is the duration of the AI-100 Exam

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

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  • Integrate AI models into solutions 25-30%
  • Deploy and manage solutions 20-25%
  • Analyze solution requirements 20-25%
  • Design solutions 30-35%

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Microsoft AI-100 Exam Syllabus Topics:

SectionWeightObjectives
Implement and Monitor AI Solutions25-30%- Implement AI services
  • 1. Deploy Azure Cognitive Services
  • 2. Integrate AI APIs and SDKs
  • 3. Configure security and authentication
- Monitor and optimize solutions
  • 1. Logging and diagnostics
  • 2. Performance monitoring
  • 3. Model and service optimization
Design AI Solutions40-45%- Design computer vision solutions
  • 1. Object detection solutions
  • 2. Image classification solutions
  • 3. OCR and text extraction solutions
- Design conversational AI solutions
  • 1. Knowledge integration
  • 2. Conversational workflows
  • 3. Bot architecture
- Design natural language processing solutions
  • 1. Text analytics solutions
  • 2. Language understanding solutions
  • 3. Translation solutions
Analyze Solution Requirements25-30%- Analyze AI workloads
  • 1. Select appropriate Azure AI services
  • 2. Identify business requirements
  • 3. Determine data requirements

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