Learn to leverage Azure AI Document Intelligence for transforming your document processing workflows. This course equips you with essential skills to efficiently analyze various document types, extract valuable data for seamless storage and analysis, and unlock actionable insights from raw documents. Whether you're streamlining administrative processes or enhancing data-driven decision-making, mastering Azure AI Document Intelligence empowers organizations to automate extraction and gain competitive advantages. You'll gain hands-on experience deploying prebuilt models, building custom solutions, and integrating Document Intelligence into Azure AI Search pipelines, positioning you at the forefront of modern data processing technologies.
Audience Profile:
Ideal for professionals across all industries who seek to enhance document management capabilities and implement AI-driven automation for data extraction and analysis.
Prerequisites: None
Course Outline:
Module 1: Plan an Azure AI Document Intelligence Solution
- Understand AI Document Intelligence fundamentals
- Plan and configure Azure AI Document Intelligence resources
- Choose appropriate model types for your use case
Module 2: Use Prebuilt Document Intelligence Models
- Understand capabilities and applications of prebuilt models
- Apply General Document, Read, and Layout models
- Utilize financial, ID, and tax document models
- Exercise: Analyze documents using Azure AI Document Intelligence
Module 3: Extract Data from Forms with Azure Document Intelligence
- Explore Azure Document Intelligence features and capabilities
- Initialize and configure Azure Document Intelligence
- Train custom models for specialized documents
- Implement and deploy Document Intelligence models
- Navigate the Azure Document Intelligence Studio
- Exercise: Extract data from custom forms
Module 4: Create a Composed Document Intelligence Model
- Understand composed model architecture and benefits
- Assemble and configure composed models
- Exercise: Build and validate a composed model
Module 5: Build a Document Intelligence Custom Skill for Azure AI Search
- Understand Azure AI Search enrichment pipeline architecture
- Develop an Azure AI Document Intelligence custom skill
- Exercise: Build, test, and deploy an Azure AI Document Intelligence custom skill
