Microsoft Azure AI Fundamentals: Document Intelligence and Knowledge Mining

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Overview

“Microsoft Azure AI Fundamentals: Document Intelligence and Knowledge Mining” is an entry-level course tailored for professionals and beginners looking to explore how Microsoft Azure AI services can be used to extract, analyze, and utilize information from unstructured data sources. This course is particularly valuable for those in document-heavy industries such as finance, legal, healthcare, and government. The course introduces learners to Azure's Document Intelligence capabilities (formerly Form Recognizer), teaching how to automate the extraction of text, key-value pairs, and tables from...

Syllabus

Module 1: Module 1: Analyze receipts with Azure AI Document Intelligence
- Introduction
- Get started with receipt analysis on Azure
- Exercise - Explore form recognition
- Knowledge check
- Summary

Module 2: Module 2: Introduction to Azure Cognitive Search
- Introduction
- What is Azure Cognitive Search?
- Identify elements of a search solution
- Use a skillset to define an enrichment pipeline
- Understand indexes
- Use an indexer to build an index
- Persist enriched data in a knowledge store
- Create an index in the Azure portal
- Query data in an Azure Cognitive Search index
- Exercise - Explore knowledge mining
- Knowledge check
- Summary