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Codecademy

Generative AI & the Azure Bot AI Service

via Codecademy

Overview

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The chatbot is a popular example of how generative artificial intelligence (AI) is being used today, in all industries and environments. In this course, you will learn about the Azure Bot service and its features, including how generative AI can be leveraged to build intelligent and interactive chatbot applications. You will begin with an introduction to Azure Bot service, generative models and bots, and a high-level discussion of how to build a basic bot. Then you will explore ethical issues surrounding AI-driven bots, find out how to get started with bot creation in Copilot Studio, and learn how to train and deploy models for conversational language understanding (CLU) projects. Next, you will discover Azure Cognitive Services and scaling, and monitoring and troubleshooting bot performance. Finally, you will examine data security, usage auditing, and cost tracking.

Syllabus

  • discover the key concepts covered in this course
  • provide an overview of Azure Bot service and how it is used
  • identify the different types of generative artificial intelligence (AI) models that can be used for bots
  • outline ethical considerations surrounding the use of generative AI-driven bots
  • provide an overview of Azure Scaling features and Azure Cognitive services
  • outline how to monitor the Azure Bot service
  • describe data security considerations when using Azure Bot services
  • monitor Azure AI Bot service costs
  • build a basic Azure OpenAI-powered bot using the low-code approach provided by Microsoft Copilot Studio (formerly Power Virtual Agents)
  • train, deploy, and test an AI model for conversational language understanding (CLU) projects in Language Studio
  • integrate an Azure AI Language resource with an Azure AI Search resource in Language Studio
  • deploy an Azure AI Language resource to an Azure AI bot resource to create a custom question answering chatbot
  • monitor the Azure Bot Service and troubleshoot Azure bots
  • summarize the key concepts covered in this course

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