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Computer Vision in Microsoft Azure
  • Level Foundation
  • Duration 8 hours
  • Course by Microsoft
  • Offered by

About

In Microsoft Azure, the Computer Vision cognitive service uses pre-trained models to analyze images, enabling software developers to easily build applications"see" the world and make sense of it. This ability to process images is the key to creating software that can emulate human visual perception. In this course, you'll explore some of these capabilities as you learn how to use the Computer Vision service to analyze images. This course will help you prepare for Exam AI-900: Microsoft Azure AI Fundamentals. This is the third 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 concepts of machine learning and artificial intelligence.

Modules

Welcome to the Course

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

1 Discussions

  • Computer Vision​ discussion

1 Videos

  • Introduction to Computer Vision in Microsoft Azure

2 Readings

  • Course Syllabus   
  • How to be successful in this course

Analyze images with the Computer Vision service

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

2 Assignment

  • Exercise quiz
  • Knowledge check

2 Videos

  • What is Computer Vision?
  • Get Started with Image Analysis on Azure

2 Readings

  • Exercise: Analyze images with the Computer Vision service 
  • Additional resources

Classify Images with the Custom Vision Service

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

3 Assignment

  • Exercise quiz
  • Knowledge check
  • Test prep

3 Videos

  • What is image classification?
  • Get started with image classification on Microsoft Azure
  • Weekly Summary

1 Readings

  • Exercise: Create an image classification solution

Detect Objects in Images with the Custom Vision Service

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

3 Assignment

  • Exercise quiz
  • Knowledge check
  • Test prep

3 Videos

  • What is object detection?
  • Get started with object detection on Microsoft Azure
  • Weekly Summary

1 Readings

  • Exercise: Create an object detection solution 

Detect and Analyze Faces with the Face Service

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

2 Assignment

  • Exercise quiz
  • Knowledge check

2 Videos

  • What is Face Detection?
  • Get Started with Face Analysis on Microsoft Azure

1 Readings

  • Exercise: Detect and analyze faces with the Face service  

Read Text with the Computer Vision Service

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

2 Assignment

  • Exercise quiz
  • Knowledge check

2 Videos

  • What is Optical Character Recognition?
  • Get started with OCR on Microsoft Azure​

1 Readings

  • Exercise:Read text with the Computer Vision service 

Analyze receipts with the Form Recognizer service

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

3 Assignment

  • Exercise quiz
  • Knowledge check
  • Test prep

3 Videos

  • What is Receipt Analysis?
  • Get Started with Receipt Analysis on Azure
  • Weekly Summary

2 Readings

  • Exercise: Analyze receipts with the Form Recognizer 
  • Additional resources

Course Wrap-Up

    • 1 Readings
    • 1 Discussion
Show info about module content

1 Discussions

  • Course review

1 Readings

  • What to expect

Auto Summary

Explore the foundations of image analysis with the "Computer Vision in Microsoft Azure" course, designed for beginners in IT and Computer Science. Led by expert instructors, this Coursera course prepares you for the AI-900: Microsoft Azure AI Fundamentals exam. Over 480 minutes, gain hands-on experience with Azure's Computer Vision service, suitable for both technical and non-technical backgrounds. Ideal for those new to Microsoft Azure, it also supports further Azure certifications. Access this foundational course with a Starter subscription and build your proficiency in AI and machine learning concepts.

Microsoft
Instructor

Microsoft