AI-3002: Create an intelligent document processing solution with Azure AI Document Intelligence

Course AI-3002: Create an intelligent document processing solution with Azure AI Document Intelligence

To earn this Microsoft Applied Skills credential, students demonstrate the ability to create and deploy Azure AI Document Intelligence solutions. Candidates for this credential should have a solid understanding of creating and using Document Intelligence models both through Document Intelligence Studio and in code. They should also have programming experience in Python or C# , be familiar with the Azure portal, and be comfortable provisioning Azure AI resources.

Intermediate - Developer, AI Engineer, Data Engineer - Azure AI services, Azure AI Document Intelligence - Artificial intelligence

AI-3002 Training Objectives

• Create and configure resources
• Analyze data in forms programmatically
• Create a custom template-based model
• Configure model endpoints for document types
• Extract key-value pairs

AI-3002 Course Content

Module 1: Plan an Azure AI Intelligence Document Solution

• Azure AI Intelligence Document Description
• Plan Azure AI Intelligence Document resources
• Choosing a model type

Module 2: Using Prebuilt Models from Azure AI Intelligence Document

• Information about precompiled models
• Using the General Document, Reading, and Design templates
• Use of financial, identifier and tax models
• Exercise: Analyzing a document using Azure AI Intelligence Document

Module 3 Extracting data from forms with Azure Document Intelligence

• What is Azure Document Intelligence?
• Getting started with Azure Intelligence Document
• Training custom models
• Use Azure Document Intelligence models
• Using Azure Intelligence Document Studio
• Exercise: Extracting data from custom forms

Module 4 Creating a Composite Form Recognizer Model

• Description of composite models
• Assembly of composite models
• Exercise: Creating a Composite Model

Module 5: Creating a Custom Azure AI Intelligence Document Skill for Azure Cognitive Search

• Understanding Azure Cognitive Search Enrichment Pipelines
• Creating a custom Azure AI Intelligence Document skill
• Exercise: Build and deploy a custom skill from the Azure AI Intelligence Document

Prerequisites

Does not require

Language

• Course: English / Spanish
• Labs: English / Spanish

Microsoft Applied Skills

This course is part of the Microsoft Applied Skills Credentials.

To earn this Microsoft applied skills credential, students demonstrate the ability to create and deploy Azure AI Intelligence Document solutions.

Applied Skills: Explore all credentials in one guide