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AI-102 Practice Questions

by Microsoft

Master the Microsoft Azure AI Engineer Associate exam with targeted practice questions covering all exam domains.

20-25%
Plan & Manage AI Solutions
Resource provisioning, security, monitoring, and governance
50 questions
  • Azure AI service selection & deployment
  • Managed identities & RBAC
  • Monitoring with Azure Monitor
  • Content safety & governance
15-20%
Generative AI Solutions
Azure OpenAI Service and Azure AI Foundry
50 questions
Content generation, model deployment, RAG patterns
10-15%
Computer Vision
Image analysis, OCR, and custom vision models
50 questions
Computer Vision API, Custom Vision, Face API
15-20%
Natural Language Processing
Text analysis, language understanding, and speech services
50 questions
Text Analytics, LUIS, Speech Services, Translator
15-20%
Knowledge Mining
Azure Cognitive Search and information extraction
50 questions
Cognitive Search, indexing, skillsets, custom skills
5-10%
Agentic Solutions
AI agents and autonomous decision-making systems
50 questions
Agent frameworks, orchestration, tool integration
Practice Strategy
  • • Start with Plan & Manage AI Solutions (20-25% of exam)
  • • Focus on Generative AI and NLP solutions (15-20% each)
  • • Practice with Azure AI services hands-on labs
  • • Understand Azure OpenAI Service deployment and usage
  • • Study Responsible AI principles and implementation
  • • Review knowledge mining and cognitive search concepts