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Natural Language Support with LUIS

Offered By: MLCon | Machine Learning Conference via YouTube

Tags

MLCon Courses Software Development Courses REST APIs Courses Publishing Courses Bot Development Courses Cognitive Services Courses

Course Description

Overview

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Explore the fundamentals of natural language understanding and its implementation in enterprise applications through Microsoft's Language Understanding Intelligent Service (LUIS) in this conference talk from ML Conference Spring 2018. Delve into the core concepts of LUIS, learn about its cross-platform Web API capabilities, and witness live-coding demonstrations on building Bots using this Machine Learning-based service. Gain insights into conversational UIs, voice-based and mobile-based user interfaces, and the integration of Cognitive Services for language understanding. Discover how to build and test LUIS models, work with entity types and synonyms, utilize prebuilt domain entities, and navigate the publishing process. Explore pricing options, REST API usage, and the Bot Framework to enhance your ability to create intelligent, natural language-enabled applications.

Syllabus

Introduction
Who am I
Typical applications
Voicebased user interfaces
Mobilebased user interfaces
User Interfaces
LUIS
Cognitive Services
Language Understanding
How LUIS works
How to build a model
Simple examples
Entity types
Synonyms
Entity
Prebuilt Domain Entities
Batch Testing
Publishing
Resources
Pricing
REST API
Bot Framework


Taught by

MLCon | Machine Learning Conference

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