AI-102: Designing and Implementing a Microsoft Azure AI Solution

Develop intelligent solutions with Azure AI

This certification track teaches you how to integrate AI into real-world scenarios. You’ll gain skills you can directly apply in projects, and after completion, you’ll be able to:

• Implement AI models using Azure Cognitive Services and Azure AI Studio
• Apply generative AI with Azure OpenAI Service
• Retrieve and process data using Azure AI Search and RAG patterns
• Ensure security, ethics, and governance in AI solutions
• Successfully complete the official Microsoft AI-102 exam

What you’ll learn

The training is based on the official Microsoft exam guide and combines theory, design principles, and hands-on exercises:

• Designing and implementing AI solutions
  • Using Azure AI Studio and Azure AI Services
  • Integrating AI into web and enterprise applications
  • Making choices between APIs, SDKs, and custom models
• Working with Azure Cognitive Services
  • Language Services: Natural Language Processing, QnA, sentiment analysis
  • Vision Services: image classification, object detection, OCR
  • Speech Services: transcription, translation, and synthesis
  • Decision Services: personalization and anomaly detection
• Azure AI Search and knowledge management
  • Document indexing, semantic search, and query enrichment
  • Combining Retrieval-Augmented Generation (RAG) with LLMs
• Integration with Azure OpenAI Service
  • Designing generative applications using GPT models
  • Prompt design, system messages, and safety guidelines
  • Evaluating and improving AI output
• Security and responsible usage
  • Identity & access management with Microsoft Entra ID
  • Secret management with Azure Key Vault
  • Principles of Responsible AI: fairness, reliability, and governance

Practical info

• Target audience: AI engineers, software developers, data scientists, and solution architects building or integrating AI solutions in Azure
• Level: Associate (experienced)
• Duration: Tailored, depending on knowledge level and needs
• Location: Remote or classroom-based
• Materials: Official Microsoft course material, supplemented with practical cases
• Cost: Depends on training needs and program duration