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

AI-100 real exams

Exam Code: AI-100

Exam Name: Designing and Implementing an Azure AI Solution

Updated: Aug 31, 2026

Q & A: 163 Questions and Answers

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AI-100 Exam Reference

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

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Skills Measured

There are various topics that you will need to study to achieve success in the Microsoft AI-100 exam. All the domains included in this certification tests are as follows:

The first subject area that you will have to master is called Analyzing Solution Requirements. It makes up 25-30% of the exam content and consists of the following subdomains: recommending Azure Cognitive Services APIs to satisfy business requirements; mapping security requirements to tools, technologies, as well as processes; selecting the software, services, and storage necessary for supporting a solution.

The next section that you have to study is Designing an AI Solution that constitutes about 40-45% of the exam questions. It revolves around the subtopics, such as designing solutions that comprise one or more pipelines; designing solutions that utilize Cognitive Services; designing solutions that implement the Microsoft Bot Framework; designing the compute infrastructure to support a solution; designing for data governance, compliance, integrity, as well as security.

The last domain included in the Microsoft AI-100 exam is titled Implementing & Monitoring AI Solutions. It makes up the remaining 25-30% of the whole content. The subtopics covered here are the following: implementing an AI workflow; integrating AI services & solution elements; monitoring and assessing the AI environment.

Microsoft AI-100 Exam Syllabus Topics:

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