Building NLP and Conversational AI Solutions with Azure

In this course, you'll design and build bot solutions on the Azure platform using the Microsoft Bot Framework, language understanding models with the LUIS service, knowledge bases with the Azure QnA service, and integrate Azure Cognitive Text Analytics and speech services.

• Introduction to NLP and Conversational Solutions with Azure
• Welcome to Building NLP and Conversational AI Solutions with Azure. In this lesson you'll learn more about the course, prerequisites, tools, and environment.
• Designing NLP and Conversational AI Solutions
• In this lesson, you'll learn how to create requirements for NLP and conversational AI solutions and responsible AI principles involved in building these solutions
• Building Bots with the Bot Framework
• In this lesson, you'll learn about the Microsoft Bot Framework and create bot applications
• NLP Cognitive Services
• In this lesson, you'll learn about two Azure NLP Cognitive Services, QnA Maker and LUIS, and integrate them into bot applications to recognize user intent.
• Text Analytics and Speech Services
• This lesson is about Azure Cognitive Text Analytics and Speech Services. You'll learn how to analyze incoming text in a bot application and speech-enable a bot application with bot channels
• Dental Office Virtual Assistant
• Create a static web app for a dentist’s office with a web app bot service that answers customers’ questions and can schedule appointments.