Microsoft Applied Skills: Azure AI Document Intelligence

APL-3002. Use portal, Python and C# to OCR (read) documents, extract key data, use pre-built and create custom models

What you'll learn
Create and configure resources
Programmatically analyze data in forms
Create a template-based custom model
Configure model endpoints for document types
Extract key value pairs

Requirements
There are no requirements for watching the course.
We'll look at how you can get a free trial of Azure for use in this course.
If you want to use the code in this course, you will need a Windows machine or some Linux systems. You cannot currently use this code on MacOS, Android or iOS devices. However, you can watch the videos in this course on these devices.

Description
Microsoft Azure allows you to extract printed and handwritten text from your documents. Among other things, you can extract barcodes, formulas, font styles, tables and check boxes.In this 3½ hour course we’ll cover the skills that you need for the APL-3002 Microsoft Applied Skills credential for creating an intelligent document processing solution with Azure AI Document Intelligence. It will also help with the Microsoft exam AI-102 "Designing and Implementing a Microsoft Azure AI Solution".This course has been updated in line with the expanded Study Guide (June 2024).Please note: This course is not affiliated with, endorsed by, or sponsored by Microsoft.What do people like you say about this course?Duncan says: Excellent course, especially for beginners with Python (with previous coding experience in another language). I passed the Microsoft Assessment after this with 100%. The course doesn't give you answers word for word but rather teaches you the skills just like a good course should.Adam says: The instructor knocked it out of the park with this one. Sure, the concepts were pretty simple and that makes it easy, but I've seen plenty of instructors mess this up. The instruction was clear and concise and I had no problem following along.Li says: This is really a course that fully meets or even exceeds my expectations. The instructor explains each function in great detail, and I have to do all the exercises again. I am really lucky to be able to find this course. Yes! Recommended to you who need to use Document Intelligence!What will we do in this course?First, we’ll sign up for a free Azure subscription. Then, we’ll create a Document Intelligence resource, and use it to analyze documents. We’ll use the general-purpose read and layout models, before looking at prebuilt models such as the invoice model .After that, we’ll analyze the data using Python and C#. We connect to the Document Intelligence resource and analyse documents both on the Internet and on our computer, extracting paragraphs, tables, key value pairs, and more.Finally, we’ll create our own custom extraction model. We’ll upload documents into an Azure Storage Account container, train the model based on selected fields, and test it using the portal, Python and C#.There are several practice activities throughout the course, so you can be sure that you are learning.By the end of the course, you'll be able to analyse your own documents in the portal and using Python and C#, and perhaps even take the official Microsoft assessment. That would look great on your CV or resume.

Who this course is for:
This is for you if you want use Document Intelligence to OCR (optical character recognition) documents, and retrieve specific data such as invoice dates, addresses and comments, This course will guide you through the skills required for the Microsoft Applied Skills credential "Create an intelligent document processing solution with Azure AI Document Intelligence".