AI-3002 Develop AI information extraction solutions in Azure
Guaranteed to Run
Price
$695.00
Duration
1 Day
Delivery Methods
Virtual Instructor Led Private Group
Delivery
Virtual
ESTDescription
Objectives
Prerequisites
Content
Course Description
This course is intended for software developers wanting to build AI infused applications that extract information in Azure, including Azure AI Content Understanding and Azure AI Document Intelligence.
Course Objectives
- Design a solution that analyzes your business forms by using Azure AI Document Intelligence.
- Create a solution that analyzes common documents by using Document Intelligence.
- Create a solution that analyses different custom form types by using Document Intelligence.
- Include an Azure AI Document Intelligence service as a custom skill in an Azure Cognitive Search pipeline.
Who Should Attend?
This course was designed for software engineers concerned with building, managing and deploying AI solutions that leverage Azure AI Foundry and other Azure AI services. They are familiar with C# or Python and have knowledge on using REST-based APIs and SDKs to build solutions on Azure.
Course Prerequisites
Before enrolling, students must possess: Proficiency in Microsoft Azure with the ability to navigate the Azure portal effectively. Familiarity with either C# or Python programming languages. Understanding of JSON and REST programming semantics.
Course Content
Module 1: Multimodal Analysis with Azure AI Content Understanding
- What is Azure AI Content Understanding?
- Create a Content Understanding analyzer
- Use the Content Understanding REST API
Module 2: Building a Content Understanding Client Application
- Prepare to use the REST API
- Create a Content Understanding analyzer
- Analyze content
Module 3: Prebuilt Document Intelligence Models
- Overview of prebuilt models
- Use General Document, Read, and Layout models
- Use financial, ID, and tax models
Module 4: Custom Document Intelligence and Forms
- What is Azure Document Intelligence?
- Get started with Document Intelligence
- Train custom models
- Use Document Intelligence models
- Work with the Document Intelligence Studio
Module 5: Knowledge Mining with Azure AI Search
- Introduction to Azure AI Search
- Extract data with indexers
- Enrich data with AI skills
- Search indexes
- Persist information in a knowledge store
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