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Natural Language Processing in Microsoft Azure
  • Level Foundation
  • Duration 8 hours
  • Course by Microsoft
  • Offered by

About

Natural language processing supports applications that can see, hear, speak with, and understand users. Using text analytics, translation, and language understanding services, Microsoft Azure makes it easy to build applications that support natural language. In this course, you will learn how to use the Text Analytics service for advanced natural language processing of raw text for sentiment analysis, key phrase extraction, named entity recognition, and language detection. You will learn how to recognize and synthesize speech by using Azure Cognitive Services. You will gain an understanding of how automated translation capabilities in an AI solution enable closer collaboration by removing language barriers. You will be introduced to the Language Understanding service, and shown how to create applications that understand language. This course will help you prepare for Exam AI-900: Microsoft Azure AI Fundamentals. This is the fourth course in a five-course program that prepares you to take the AI-900 certification exam. This course teaches you the core concepts and skills that are assessed in the AI fundamentals exam domains. This beginner course is suitable for IT personnel who are just beginning to work with Microsoft Azure and want to learn about Microsoft Azure offerings and get hands-on experience with the product. Microsoft Azure AI Fundamentals can be used to prepare for other Azure role-based certifications like Microsoft Azure Data Scientist Associate or Microsoft Azure AI Engineer Associate, but it is not a prerequisite for any of them. This course is intended for candidates with both technical and non-technical backgrounds. Data science and software engineering experience is not required; however, some general programming knowledge or experience would be beneficial. To be successful in this course, you need to have basic computer literacy and proficiency in the English language. You should be familiar with basic computing concepts and terminology, general technology concepts, including machine learning and artificial intelligence concepts.

Modules

Welcome to the Course

    • 1 Videos
    • 2 Readings
    • 1 Discussion
Show info about module content

1 Discussions

  • Explore natural language processing

1 Videos

  • Introduction to Explore Natural Language Processing

2 Readings

  • Course syllabus
  • How to be successful in this course

Analyze Text with the Text Analytics service

    • 2 Videos
    • 2 Readings
    • 2 Assignment
Show info about module content

2 Assignment

  • Exercise quiz
  • Knowledge check

2 Videos

  • What is Text Analytics?
  • Get started with Text Analytics on Azure

2 Readings

  • Exercise - Analyze text with the Text Analytics Service
  • Entity recognition

Recognize and synthesize speech

    • 3 Videos
    • 2 Readings
    • 3 Assignment
Show info about module content

3 Assignment

  • Exercise quiz​
  • Knowledge check
  • Test prep

3 Videos

  • Recognize and synthesize speech
  • Get Started with Speech on Azure
  • Weekly summary

2 Readings

  • Exercise - Use the Speech service
  • Additional resources

Translate text and speech

    • 2 Videos
    • 1 Readings
    • 2 Assignment
Show info about module content

2 Assignment

  • Exercise quiz
  • Knowledge check

2 Videos

  • What is literal and semantic translation?
  • Get Started with Translation in Azure

1 Readings

  • Exercise - Translate text and speech

Create a Language Model with Language Understanding

    • 3 Videos
    • 2 Readings
    • 3 Assignment
Show info about module content

3 Assignment

  • Exercise quiz
  • Knowledge check
  • Test prep

3 Videos

  • What is Language Understanding?
  • Getting Started with Language Understanding
  • Weekly summary

2 Readings

  • Exercise - Create a Language Understanding Application
  • Additional Resources

Build a Bot with QnA Maker and Azure Bot Service

    • 3 Videos
    • 1 Readings
    • 3 Assignment
Show info about module content

3 Assignment

  • Exercise quiz
  • Knowledge check
  • Test prep

3 Videos

  • What is Conversational AI?
  • Get Started with QnA Maker and Azure Bot Service
  • Weekly summary

1 Readings

  • Exercise - Create a Bot

Course Wrap-up

    • 1 Readings
    • 1 Discussion
Show info about module content

1 Discussions

  • Natural language processing

1 Readings

  • What to expect next

Auto Summary

Explore the "Natural Language Processing in Microsoft Azure" course, designed for beginners in the Data Science & AI domain. Led by Coursera, this foundational course focuses on using Azure's Text Analytics, Cognitive Services, and Language Understanding to build applications that comprehend natural language. Over 480 minutes, you'll gain skills essential for the AI-900 certification exam. Ideal for IT professionals and candidates from both technical and non-technical backgrounds, the course offers hands-on experience with Azure. Subscription options include Starter and Professional plans.

Microsoft
Instructor

Microsoft