Microsoft's LUIS and Natural Language Processing

Overview

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Microsoft's Language Understanding Intelligence Service (LUIS) is a natural language processing tool in the Azure cloud that allows for training applications with utterances in order to recognize intent, and provide valuable and actionable information back to your applications. It is a part of Microsoft's Cognitive Services suite.

Syllabus

What is Microsoft's LUIS? Introduction to Natural Language Processing in Azure.
Using Prebuilt Domains in LUIS Natural Language Processing.
Building a Custom Model in LUIS for Natural Language Processing.
Using Simple Entities in Microsoft's LUIS for Natural Language Processing.
Using Phrase Lists in Microsoft's LUIS for Natural Language Processing.
Using Prebuilt Entities in Microsoft's LUIS for Natural Language Processing.
Using Sentiment Analysis in Microsoft's LUIS.
Using List Entities in Microsoft's LUIS for Natural Language Processing.
Using Hierarchical Entities in Microsoft's LUIS for Natural Language Processing.
Using Composite Entities in Microsoft's LUIS for Natural Language Processing.
Improving Your LUIS Natural Language Processing Model.
Using LUIS from the Command Line.
Getting Started with Ludown: Creating LUIS Models from the Command Line.
Creating Simple Entities in Ludown for Microsoft's LUIS.
Using Prebuilt Entities in Ludown for Microsoft's LUIS.
Using List Entities in Ludown for Microsoft's LUIS.
Adding LUIS Entities from the Command Line.