AI-3002: Develop solutions with Azure AI Document Intelligence

AI-3002 Course: Develop solutions with Azure AI Document Intelligence

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

In this course, you'll learn how to implement solutions using the Microsoft Azure AI Intelligence Document. Specifically, you'll learn how to do the following:

• Design a solution that analyzes your business forms using Azure AI Intelligence Document.
  
• Create a solution that analyzes common documents using Document Intelligence.
  
• Create a solution that analyzes different types of custom forms using Document Intelligence.
  
• Combine multiple Intelligence Document templates into a composite template.
  

Level: Intermediate - Product: Azure AI Document, IntelligenceAzure AI services - Subject: Artificial intelligence - Role: AI Engineer

Course aimed at

This course is primarily aimed at application developers who want to include AI document models in their applications. Students should have programming experience in Python or C#, be familiar with the Azure portal, and be comfortable provisioning Azure AI resources.

AI-3002 Training Objectives

• Recognizing models in Azure AI Intelligence Document
  
• Training a custom Document Intelligence model
  
• Connecting an application to the Intelligence Document APIs
  
• Creating a custom composite model
  

AI-3002 Course Content

Module 1: Plan an Azure AI Document Intelligence Solution

• Introduction
  
• Understanding AI Document Intelligence
  
• Plan Azure AI Document Intelligence resources
  
• Choose a model type

Module 2 Use pre-built document intelligence models

• Introduction
  
• Understanding pre-built models
  
• Use the General Document, Reading, and Design templates
  
• Use financial, identification and tax models
  
• Exercise: Analyze a document with Azure AI Document Intelligence

Module 3 Extracting data from forms with Azure Document Intelligence

• Introduction
  
• What is Azure Document Intelligence?
  
• Get started with Azure Document Intelligence
  
• Train custom models
  
• Use Azure Document Intelligence models
  
• Use Azure Document Intelligence Studio
  
• Exercise: Extracting data from custom forms

Module 4 Creating a Composite Document Intelligence Model

• Introduction
  
• Understanding Composite Models
  
• Assemble composite models
  
• Exercise: Creating a Composite Model

Prerequisites

Does not require

Language

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

Microsoft Applied Skills

This course is part of the Microsoft Applied Skills Credentials.

Earn this Microsoft Applied Skills credential. In this course, you'll learn how to build AI applications with Azure Database for PostgreSQL.

Applied Skills: Explore all credentials in one guide