Training Overview
Disclaimer: This course is independently developed and not affiliated with Microsoft. It covers concepts and skills that closely align with the objectives of Microsoft’s AI-3002: Develop AI information extraction solutions in Azure training, making it a strong preparatory or complementary learning experience.
Design and Deploy AI-Powered Information Extraction in Azure
This One-Day intermediate-level custom training equips developers, Data & AI engineers, and Developers with the skills to build intelligent solutions that extract structured insights from unstructured content using Azure AI services. Participants will learn to automate data capture, enhance business processes, summarize meetings, manage digital assets, and mine knowledge from enterprise content.
Before enrolling in this custom training, participants should ideally be familiar with Azure and have a working understanding of Azure AI Foundry. Prior programming experience, especially with languages like Python or C#, or integrating REST APIs, will help ensure a smooth and productive learning experience.
Module Breakdown:
Create a Multimodal Analysis Solution with Azure AI Content Understanding: Learn to use Azure AI Content Understanding to extract insights from text, images, and other media types. Build and test an analyzer using the REST API.
Create an Azure AI Content Understanding Client Application: Develop a client app that interacts with the Content Understanding REST API to analyze multimodal content programmatically.
Use Prebuilt Document Intelligence Models: Explore prebuilt Forms Analyzer models to extract structured data from documents. Learn how to deploy these models in real-world scenarios.
Extract Data from Forms with Azure Document Intelligence: Dive deeper into Azure Document Intelligence to extract key-value pairs and tables from forms at scale using machine learning.
Create a Knowledge Mining Solution with Azure AI Search: Build a solution that enriches and indexes data using Azure AI Search, making it searchable and ready for advanced analysis.