Natural Language Support with LUIS
Offered By: MLCon | Machine Learning Conference via YouTube
Course Description
Overview
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
Related Courses
Web Engineering II: Developing Mobile HTML5 AppsTechnische Hochschule Mittelhessen via iversity Introduction to MongoDB using the MEAN Stack
MongoDB via edX Desarrollo de aplicaciones avanzadas con Android
Universidad Nacional Autónoma de México via Coursera Utilisez des API REST dans vos projets web
IBM via OpenClassrooms Extend Your Application with REST Services
Microsoft via edX