Building in Azure AI Foundry (Formerly Azure AI Studio)
55mIntermediate2024-12-13
Authors
Bryan Li
Founder of Cyber Tech & Risk, Chief Catalyst at Enlighteni
Course details
Azure AI Studio is a unified development platform for managing, building, evaluating, and deploying your artificial intelligence solutions. In this course, instructor Bryan Li dives into this essential topic, teaching AI developers, architects, and technical decision-makers how to get started quickly with Azure AI Studio to build generative AI applications using your data, examples, and content filters. Explore capabilities like comparing model benchmarks, incorporating multimodality, creating prompt flows, and performing manual and metric evaluations.
Skills covered
Azure OpenAIProgramming FoundationsGenerative AIArtificial Intelligence FoundationsAzureSoftware Development ToolsArtificial Intelligence (AI)MicrosoftSoftware DevelopmentOne-Off
Concepts
0. Introduction
- 01 - Build your AI solutions with Azure AI Foundry
- 02 - What you should know
1. Overview of Azure AI Foundry
- 03 - What is Azure AI Foundry
- 04 - Azure AI hubs
2. Build Your AI Application
- 05 - Create your Azure AI project
- 06 - Explore and deploy AI models
- 07 - Use Playground and system message
- 08 - Use your data
- 09 - Create content filters
- 10 - Deploy your AI application
3. Use Advanced Capabilities
- 11 - Incorporate multimodality
- 12 - Create a prompt flow from Playground
- 13 - Create a chat flow
- 14 - Evaluate your AI solution
- 15 - Create a metric evaluation
Conclusion
- 16 - Next steps