Microsoft Applied Skills: Create an intelligent document processing solution with Azure AI Document Intelligence

50

LESSONS

ALL

SKILL LEVEL

3:43 hr

DURATION

ENGLISH

AUDIO

ENG

SUBTITLES

OVERVIEW

This course goes through all of the skills required for the Microsoft Applied Skills: Create an intelligent document processing solution with Azure AI Document Intelligence.

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 this Microsoft Applied Skills credential

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.

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WHO IS THE COURSE FOR?

This course 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 is especially for you if you are, or want to be, an Developer, AI Engineer or Data Engineer.

LEARNING PATH

DEPLOY AN AZURE OPENAI RESOURCE AND MODEL

  • Create an Azure account and a Document Intelligence resource.
  • Use the Read, Layout and Prebuilt models in the portal.

CONNECT TO THE MODELS USING PYTHON AND C#

  • Understand the Read, Layout and Invoice models.
  • Install Visual Studio Code
  • Use Python and C# to connect to the models and extract data, including key-value fields, and tables.

USE A CUSTOM EXTRACTION MODEL

  • Create an Azure Blob Storage Account, and upload files to a container.
  • Create, label, train and test a custom Model