Discover AI concepts
- Discover the types of solutions that AI can make possible and considerations for responsible AI practices.
Discover AI and generative agents
- Describe the fundamental concepts of generative AI.
- Explain how large language models (LLMs) work.
- Thinking about creating effective queries for LLMs.
- Describe the fundamental concepts of agents and agentic AI solutions.
Learn about natural language processing concepts
- Explore the concepts and techniques of text analysis.
Learn about AI speech recognition concepts
- Identify different application scenarios for AI speech
- Describe how speech recognition works
- Describe how text-to-speech works
Discover computer vision concepts
- Identify different types of computer vision tasks
- Describe how filters are used in image analysis
- Describe the key features of a convolutional neural network (CNN)
- Describe the main features of a vision transformer (ViT)
- Describe how generative AI can be used to create images
Learn about AI-powered insights extraction concepts
- Understand the key concepts of information extraction.
- Describe how optical character recognition (OCR) extracts text from images.
- Explain how form extraction associates extracted text with data fields.
Get started with generative AI and agents in Azure
- Describe how an agent encapsulates model behavior using system statements and tools
- Identify the appropriate model for a job using the Foundry Model Catalog
- Deploy a model to the Foundry portal and replicate Playground parameters in code
- Create and test an agent in the Foundry portal
- Use an agent in the Playground to validate prompts and behavior
- Invoke an agent from code using the Foundry Project API
Introduction to text analytics on Azure
- Use Microsoft Foundry features for text analytics
Get started with speech recognition in Azure
- Use the Azure Speech speech-to-text API for speech recognition.
- Use the Azure Speech text-to-speech API for text-to-speech
- Use the Voice Live features of Azure Speech
Get started with computer vision on Azure
- Explore modal models for image analysis
- Understand image generation features
- Understanding Video Generation Features
Get started with AI-powered information extraction in Azure
- Identify Foundry tools for information extraction
- Describe Azure Vision information extraction capabilities.
- Describe Azure Content Understanding information extraction capabilities
- Describe Azure Document Intelligence information extraction capabilities.
- Describe the information extraction capabilities of Azure AI Search
