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Microsoft

Microsoft Azure AI Fundamentals: Natural Language Processing

Microsoft via Microsoft Learn

Overview

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  • Explore text analysis with Azure AI Language service.

    Learn how to use Azure AI Language for text analysis

  • Use Azure AI Language to create a project that answers custom questions.

    After completing this module, you'll be able to understand how to use Azure AI Language to create a custom question answering project.

  • Create a language model with Azure AI language.

    In this module, you'll:

    • Learn what conversational language understanding is.

    • Learn about key features, such as intents and utterances.

    • Build and publish a natural-language machine-learning model.

  • Learn how to use Azure AI services to recognize and synthesize speech.

    In this module you will:

    • Learn about speech recognition and synthesis

    • Learn how to use Azure AI Speech

  • Use Azure AI Speech and Azure AI Translator to translate text and speech.

    After completing this module, you will understand how to perform text and speech translation using Azure AI Translator and Azure AI Speech.

Syllabus

  • Fundamentals of Text Analysis with the Language Service
    • Introduction
    • Understand Text Analytics
    • Get started with text analysis
    • Exercise - Analyze text in Azure AI Foundry portal
    • Module assessment
    • Summary
  • Fundamentals of question answering with the Language Service
    • Introduction
    • Understand question answering
    • Get started with custom question answering
    • Exercise - Use question answering with Language Studio
    • Module assessment
    • Summary
  • Fundamentals of conversational language understanding
    • Introduction
    • Describe conversational language understanding
    • Get started with conversational language understanding in Azure
    • Exercise - Use Conversational Language Understanding with Language Studio
    • Module assessment
    • Summary
  • Get started with speech in Azure
    • Introduction
    • Understand speech recognition and synthesis
    • Get started with speech on Azure
    • Use Azure AI Speech
    • Exercise - Explore Speech in Azure AI Foundry portal
    • Module assessment
    • Summary
  • Fundamentals of language translation
    • Introduction
    • Understand translation concepts
    • Understand translation in Azure
    • Get started with translation in Azure
    • Exercise - Explore Azure AI Translator
    • Module assessment
    • Summary

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