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Udacity

Building NLP and Conversational AI Solutions with Azure

via Udacity

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Overview

Refine your skills in creating NLP-powered bots and assistants on Azure. Leverage Microsoft Bot Framework, LUIS, QnA Maker, and text analytics to build conversational experiences that understand and respond effectively.

Syllabus

  • 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.

Taught by

Valerie Scarlata

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