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Book Description

AI is everywhere. Once the sole domain of researchers and institutions, this technology has emerged in a wide variety of areas, including network infrastructure, platforms, and services. With AI, software developers now have the means to build a variety of intelligent solutions. This report lets you check out AI’s possibilities hands-on.

You’ll learn how to create a virtual assistant—a conversational AI application that can understand language, perceive vast amounts of information, and respond intelligently. Authors Elaine Chang and Darren Jefford will guide you through the many AI resources and capabilities now available to developers. Jump in and discover powerful and innovative ways to approach hard-to-solve problems.

You’ll explore:

  • How artificial intelligence works in the cloud
  • Azure AI’s services, infrastructure, and tools for developing AI apps
  • Microsoft’s Bot Framework ecosystem and the lifecycle of conversational AI app development
  • How to use Bot Framework to deliver tailored conversational assistant experiences
  • Expert guidance for developing your conversational AI app
  • Channels and adapters that help conversational experiences reach end users
  • Analytics tools for conversational AI applications
  • How Azure AI encourages you to create responsible and trustworthy solutions

Table of Contents

  1. Foreword
  2. A Developer’s Guide to Building AI Applications
    1. Introduction
    2. The Intersection of Data, AI, and the Cloud
    3. Microsoft Azure AI
    4. Conversational AI
      1. Language Understanding (formerly named LUIS)
      2. Bot Framework Ecosystem
      3. Conversational AI Use Cases
      4. Development Workflow of Conversational AI Applications
    5. Core Features of Virtual Assistants
      1. Complete Control for Developers
      2. Prebuilt and Reusable Skills
      3. Flexible Integration and Contextual Awareness
      4. Business Insights Captured and Distributed
      5. Multimodal Input
      6. Adaptive Cards
      7. Capabilities for the Enterprise
    6. Developing Your Virtual Assistant
      1. The Virtual Assistant Template
      2. Online Tutorial: Create a Virtual Assistant
      3. Online Tutorial: Customize Your Assistant
    7. Connecting Assistants to Clients and Channels
      1. Online Tutorial: Speech-Enable Your Assistant
      2. Online Tutorial: Surface Your Virtual Assistant to Microsoft Teams
    8. Optional: Adding Intelligence to Your Assistant with Skills
      1. Online Tutorial: Connect to a Sample Skill
      2. Online Tutorial: Create a Custom Skill
    9. Enabling Analytics for Your Virtual Assistant
      1. Online Tutorial: View Analytics with Power BI
    10. Roadmap and More Resources
    11. Building Responsible AI
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