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Microsoft Azure AI Fundamentals: Natural Language Processing

Offered By: Microsoft via Microsoft Learn

Tags

Microsoft Azure Courses Artificial Intelligence Courses Machine Learning Courses Text Analysis Courses Speech Recognition Courses Speech Synthesis Courses Cognitive Services Courses

Course Description

Overview

  • Module 1: Analyze text with the Language service

    • Learn how to use the Language service for text analysis

  • Module 2: Recognize and synthesize speech

    • In this module you will:

    • Learn about speech recognition and synthesis
    • Learn how to use the Speech cognitive service in Azure
  • Module 3: Translate text and speech

    • After completing this module, you will be able to perform text and speech translation using Azure Cognitive Services.

  • Module 4: Create a language model with Conversational Language Understanding

    • 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.

Syllabus

  • Module 1: Analyze text with the Language service
    • Introduction
    • Get started with text analysis
    • Exercise - Analyze text
    • Knowledge check
    • Summary
  • Module 2: Recognize and synthesize speech
    • Introduction
    • Get started with speech on Azure
    • Exercise - Use the Speech service
    • Knowledge check
    • Summary
  • Module 3: Translate text and speech
    • Introduction
    • Get started translation in Azure
    • Exercise - Translate text and speech
    • Knowledge check
    • Summary
  • Module 4: Create a language model with Conversational Language Understanding
    • Introduction
    • Getting started with Conversational Language Understanding
    • Exercise - Create a Conversational Language Understanding application
    • Knowledge check
    • Summary

Tags

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