Welcome
  • Why this course is important to add Artificial Intelligence in application?
  • About this course
  • About Instructor
  • Why this course is important to add Artificial Intelligence in application?
  • Course prerequisite
Setting Up Environment
  • Create Azure Free Trial Account
  • Create LUIS account
  • Download and Install Visual Studio 2015/2017 Community Edition (free)
  • Create a Chatbot using Microsoft Bot Builder SDK
Overview on Cognitive Services
  • Cognitive Services Overview
  • Cognitive Services - a product of Artificial Intelligence
  • Problem statement on tradition web application
  • Microsoft Cognitive Services overview
Overview on Language Understanding Intelligent Service (LUIS)
  • Introduction
  • LUIS Overview
  • LUIS in action
  • LUIS Model Build : High Level Steps
  • LUIS API Capabilities
  • LUIS use case
  • Summary
LUIS Basic Concept
  • Overview
  • LUIS Model and Intent
  • LUIS Entity
  • LUIS Features and Phrase List
  • Summary
Design Custom LUIS Model
  • Overview
  • Choose Language
  • Design Model & intent
  • Design Entity
  • Design Phrase List
  • Utterance & Typos
  • Summary
Build Custom LUIS Model
  • Overview
  • Build LUIS Model and Intent
  • Build Simple & Prebuilt Entity
  • Build Hierarchical Entity
  • Build Composite Entity
  • Build List Entity
  • Utterances
  • All Entity
  • Summary
LUIS Model : Train and Test
  • Overview
  • Train & Test
  • Summary
Managing LUIS Keys
  • Overview
  • Authoring key (Programmatic key)
  • Accessing Authoring key in LUIS portal
  • Endpoint Key (Azure subscription key)
  • Create LUIS APIs Subscription Keys in Azure portal
  • How Regions and LUIS keys are associated
  • LUIS Pricing Tier and SLA
  • Authoring and Publishing Regions
  • Authoring key & Azure subscription Key Capability: Comparison
  • Authoring key & Azure subscription key usage: Comparison
  • Summary
LUIS Model: Publish
  • Overview
  • Publish LUIS Model
  • Create Bing Spell Check API in Azure portal
  • Enable Bing Spell Checker API
  • Include/Exclude Intent in LUIS Model
  • Summary
LUIS Model using Prebuilt domain: Build- Train- Test- Publish
  • Overview
  • Build LUIS Model using Prebuilt domain and Train- Test- Publish
  • Summary
Managing the LUIS Model
  • Overview
  • LUIS Dashboard
  • LUIS Collaborators
  • ExportApp and Endpoint Logs
  • LUIS Versions
  • Summary
Integrating LUIS Model in to App: Demonstration
  • Overview
  • Integration with Chatbot
  • Integration with IOT App
  • Summary
Improve model performance (Coming Soon)
  • Overview
  • Improve model performance using phrase list
  • Improve model performance Review endpoint utterances
  • Summary