Generative AI & the Azure Bot AI Service

Generative AI    |    Intermediate
  • 14 videos | 1h 16m 8s
  • Includes Assessment
  • Earns a Badge
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.

WHAT YOU WILL LEARN

  • 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

IN THIS COURSE

  • 56s
    In this video, we will discover the key concepts covered in this course. FREE ACCESS
  • 4m 51s
    After completing this video, you will be able to provide an overview of Azure Bot service and how it is used. FREE ACCESS
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    3.  Generative AI Models and Bots
    8m 25s
    Upon completion of this video, you will be able to identify the different types of generative artificial intelligence (AI) models that can be used for bots. FREE ACCESS
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    4.  The Ethics of Generative AI-driven Bots
    7m 12s
    After completing this video, you will be able to outline ethical considerations surrounding the use of generative AI-driven bots. FREE ACCESS
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    5.  Azure Cognitive Services and Scaling
    6m 7s
    Upon completion of this video, you will be able to provide an overview of Azure Scaling features and Azure Cognitive services. FREE ACCESS
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    6.  Monitoring Azure Bots
    4m 42s
    After completing this video, you will be able to outline how to monitor the Azure Bot service. FREE ACCESS
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    7.  Data Security and Azure Bot Service
    4m 59s
    Upon completion of this video, you will be able to describe data security considerations when using Azure Bot services. FREE ACCESS
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    8.  Azure AI Bot Service Cost Monitoring
    4m 42s
    After completing this video, you will be able to monitor Azure AI Bot service costs. FREE ACCESS
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    9.  Using a Low-code Solution to Build an AI Bot
    7m 41s
    During this video, you will learn how to build a basic Azure OpenAI-powered bot using the low-code approach provided by Microsoft Copilot Studio (formerly Power Virtual Agents). FREE ACCESS
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    10.  Training and Deploying AI Models for CLU Projects
    8m 10s
    In this video, discover how to train, deploy, and test an AI model for conversational language understanding (CLU) projects in Language Studio. FREE ACCESS
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    11.  Integrating an AI Language Resource with AI Search
    5m 48s
    Find out how to integrate an Azure AI Language resource with an Azure AI Search resource in Language Studio. FREE ACCESS
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    12.  Creating a Custom Question Answering Bot
    4m 46s
    Learn how to deploy an Azure AI Language resource to an Azure AI bot resource to create a custom question answering chatbot. FREE ACCESS
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    13.  Monitoring and Troubleshooting Azure Bots
    6m 54s
    In this video, find out how to monitor the Azure Bot Service and troubleshoot Azure bots. FREE ACCESS
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    14.  Course Summary
    56s
    In this video, we will summarize the key concepts covered in this course. FREE ACCESS

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