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Trainer References

Table of contents

  1. Learning Path 1: Introduction to AI and AI on Azure
  2. Learning Path 2: Develop computer vision solutions with Azure AI Vision
  3. Learning Path 3: Develop natural language processing solutions
  4. Learning Path 4: Develop Generative AI Solutions with Azure OpenAI Service
  5. Learning Path 5: Creating a Knowledge Mining Solution
  6. Learning Path 6: Develop solutions with Azure AI Document Intelligence




Learning Path 1: Introduction to AI and AI on Azure

Lessons Notes
Introduction to AI and Azure AI services - Responsible AI practices
- Azure Machine Learning
- Azure AI Search
- What is the Azure Developer CLI?
Get started with Azure AI services - Azure AI services REST API reference
- Overview of the Azure AI SDKs
Using Azure AI Services for enterprise applications - SQL to Kusto Query Language cheat sheet
- What are Azure AI containers?
- Microsoft Artifact Registry


Learning Path 2: Develop computer vision solutions with Azure AI Vision

Lessons Notes
Analyze and manipulate images - Enhance your apps with Azure AI Vision
- Call the Image Analysis 4.0 Analyze API
- Image captions (version 4.0)
- OCR - Optical Character Recognition
Detecting Faces with the Azure AI Vision - Limited Access features for Azure AI services
Custom vision models with Azure AI Vision - -
Analyze video - Azure AI Video Indexer


Learning Path 3: Develop natural language processing solutions


Learning Path 4: Develop Generative AI Solutions with Azure OpenAI Service


Learning Path 5: Creating a Knowledge Mining Solution

Lessons Notes
Implementing an Intelligent Search Solution - Integrated data chunking and embedding in Azure AI Search - AI enrichment in Azure AI Search
- Tips for AI enrichment in Azure AI Search
Create a custom skill for Azure AI Search - -
Creating a Knowledge Store - Define projections in a knowledge store


Learning Path 6: Develop solutions with Azure AI Document Intelligence

Lessons Notes
Use prebuilt Document Intelligence models - Document processing models
- Use Document Intelligence models
Train a custom Document Intelligence model - -