Azure AI Fundamentals: Natural Language Processing

Azure 2020    |    Beginner
  • 11 Videos | 1h 9m 39s
  • Includes Assessment
  • Earns a Badge
A powerful feature of machine learning is Natural Language Processing. Natural language processing allows computers to identify and process natural language and can be used for speech-to-text and text-to-speech processing, sentiment analysis, and translation. In this course, you'll learn about the features, uses, and challenges of NLP and the Azure services supporting NLP. You’ll also explore intents and entities. In particular, you'll learn to train models using the Azure services for text analytics, speech-to-text, text-to-speech, sentiment analysis, and translation. This course is one of a collection that prepares learners for the Microsoft Azure AI Fundamentals (AI-900) exam.

WHAT YOU WILL LEARN

  • discover the key concepts covered in this course
    describe the features of Natural Language Processing (NLP)
    identify the uses and challenges of NLP
    describe the features of the NLP services provided by Azure
    identify NLP features used for handling phase extraction, entity recognition, and intents
    configure and train a language model
  • use the Text Analytics service to extract key phrases
    describe the features and uses of the Azure Translator Service for translating text
    use the Translator Service to translate text
    use the Translator Service to translate speech
    summarize the key concepts covered in this course

IN THIS COURSE

  • Playable
    1. 
    Course Overview
    1m 30s
    UP NEXT
  • Playable
    2. 
    Natural Language Processing
    8m 28s
  • Locked
    3. 
    Uses of Natural Language Processing
    8m
  • Locked
    4. 
    Azure NLP Services
    5m 36s
  • Locked
    5. 
    Intents and Entities
    6m 6s
  • Locked
    6. 
    Training a Language Model
    7m 34s
  • Locked
    7. 
    Using the Text Analytics Service
    8m 50s
  • Locked
    8. 
    Azure Translator Service
    5m 36s
  • Locked
    9. 
    Using the Translator Service to Translate Text
    5m 56s
  • Locked
    10. 
    Using the Translator Service to Translate Speech
    6m 46s
  • Locked
    11. 
    Course Summary
    47s

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