LLMs on Azure: Summarization with Language Studio

Microsoft Azure, AI 2025    |    Beginner
  • 7 videos | 28m 43s
  • Earns a Badge
Text summarization techniques empower individuals to analyze, differentiate, and condense large volumes of information. By utilizing AI language models and practicing abstractive and extractive summarization, you can enhance content efficiency and improve systems like customer support through impactful summaries. In this course, explore text summarization techniques, beginning with how to analyze and differentiate various methods to condense text and how these tools can summarize content efficiently. Next, examine and practice using abstractive and extractive summarization techniques. Finally, learn how to summarize conversations such as those between a customer and an agent and explore real-world examples of how effective summaries can enhance customer support systems and improve user satisfaction. After completing this course, you will be able to perform summarization with Language Studio.

WHAT YOU WILL LEARN

  • Discover the key concepts covered in this course
    Outline the azure ai language service text summarization capabilities and methodologies
    Recognize how to summarize conversations to extract key topics, resolutions, and actions with azure ai language models
    Identify how to use azure ai to perform extractive and abstractive document summarization
  • Execute extractive and abstractive summarization techniques for text summarization
    Summarize conversation aspects and analyze json output in language studio
    Summarize the key concepts covered in this course

IN THIS COURSE

  • 1m 19s
    In this video, we will discover the key concepts covered in this course. FREE ACCESS
  • 5m 14s
    After completing this video, you will be able to outline the Azure AI Language service text summarization capabilities and methodologies. FREE ACCESS
  • Locked
    3.  Summarize Conversations with AI Language Models
    3m 5s
    Through this video, you will be able to recognize how to summarize conversations to extract key topics, resolutions, and actions with Azure AI Language models. FREE ACCESS
  • Locked
    4.  Document Summarization
    2m 28s
    Upon completion of this video, you will be able to identify how to use Azure AI to perform extractive and abstractive document summarization. FREE ACCESS
  • Locked
    5.  Summarizing Documents with Abstractive and Extractive Summarization
    9m 2s
    Learn how to execute extractive and abstractive summarization techniques for text summarization. FREE ACCESS
  • Locked
    6.  Summarizing Customer-Agent Conversations
    6m 10s
    During this video, discover how to summarize conversation aspects and analyze JSON output in Language Studio. FREE ACCESS
  • Locked
    7.  Course Summary
    1m 26s
    In this video, we will summarize the key concepts covered in this course. FREE ACCESS

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