After completing this course, students will be able to:

• Describe considerations for AI-enabled application development
• Create, configure, deploy, and secure Azure
• Cognitive Services
• Develop applications that analyse text
• Develop speech-enabled applications
• Create applications with natural language understanding capabilities
• Create QnA applications
• Create conversational solutions with bots
• Use computer vision services to analyse images and videos
• Create custom computer vision models
• Develop applications that detect, analyse, and recognise faces
• Develop applications that read and process text in images and documents
• Create intelligent search solutions for knowledge mining

Software engineers concerned with building, managing and deploying AI solutions that leverage Azure Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework. They are familiar with C# or Python and have knowledge on using REST-based APIs to build computer vision, language analysis, knowledge mining, intelligent search, and conversational AI solutions on Azure.

Before attending this course, students must have:

• Knowledge of Microsoft Azure and ability to navigate the Azure portal
• Knowledge of either C# or Python
• Familiarity with JSON and REST programming semantics
• If you are new to artificial intelligence, and want an overview of AI capabilities on Azure, consider completing the Azure AI Fundamentals certification before taking this one.

1. Prepare to develop AI solutions on Azure
2. Create and consume Cognitive Services
3. Secure Cognitive Services
4. Monitor Cognitive Services
5. Deploy cognitive services in containers
6. Extract insights from text with the Language service
7. Translate text with the Translator service
8. Create speech-enabled apps with the Speech service
9. Translate speech with the speech service
10. Build a Language Understanding model
11. Publish and use a Language Understanding app
12. Build a question answering solution
13. Create a bot with the Bot Framework SDK
14. Create a Bot with the Bot Framework Composer
15. Analyze images
16. Analyze video
17. Classify images
18. Detect objects in images
19. Detect, analyze, and recognize faces
20. Read Text in Images and Documents with the Computer Vision Service
21. Extract data from forms with Form Recognizer
22. Create an Azure Cognitive Search solution
23. Create a custom skill for Azure Cognitive Search
24. Create a knowledge store with Azure Cognitive Search