Microsoft Azure AI Fundamentals: Explore natural language processing

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Free Online Course: Microsoft Azure AI Fundamentals: Explore natural language processing provided by Microsoft Learn is a comprehensive online course, which lasts for 2-3 hours worth of material. The course is taught in English and is free of charge.

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