Build an Image Classifier with Microsoft Azure Cognitive Service

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Axel Sirota

58:24

12 View

01. Course Overview

01. Course Overview.mp4

01:44

02. Meet Custom Vision

02. Meet Custom Vision.mp4

03:08

03. Demo-Introducing Globomantics Case Study.mp4

01:25

04. Getting the Best out of This Course.mp4

03:11

05. Outline of the Course.mp4

00:49

03. Training a Custom Image Classifier

06. A Walkthrough of a Typical Custom Model .mp4

04:34

07. Demo-Creating an Azure Custom Vision Project - Part 1.mp4

04:10

08. Demo-Creating an Azure Custom Vision Project - Part 2.mp4

04:27

09. Demo-Creating an Azure Custom Vision Project - Part 3.mp4

04:44

10. Demo-Training the Model Using the SDK.mp4

05:06

11. Demo-Testing and Retraining the Model.mp4

02:21

12. Demo-Publish the Model .mp4

03:04

13. Key Takeaways and Tips .mp4

01:32

04. Deploying a Custom Image Classifier

14. How Do We Test and Consume Our Model Published .mp4

01:42

15. Demo-Consuming the Model with the SDK.mp4

04:03

16. Deployment Patterns for Models.mp4

02:59

17. Demo-Deploy the Waterfalls Model to a Container .mp4

07:15

18. Key Takeaways and Tips.mp4

02:10

Description

Creating a tailored computer vision model can be long, complex, and require a full team of researchers. This course will teach you how to create a state of the art custom image classifier model in Microsoft Azure Custom Vision with just a few clicks.

What You'll Learn?

Microsoft Azure Custom Vision democratizes advanced computer vision techniques to everyone creating state of the art models in a few clicks. In this course, Build an Image Classifier with Microsoft Azure Cognitive Service, you’ll gain the ability to create a state of the art custom image classifier model in Microsoft Azure Custom Vision. First, you’ll explore the model lifecycle. Next, you’ll discover how to train and improve a model in Custom Vision. Finally, you’ll learn how to deploy a Custom Vision model anywhere. When you’re finished with this course, you’ll have the skills and knowledge of Microsoft Azure Custom Vision needed to create a state of the art custom image classifier model.

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Machine Learning

Artificial Intelligence

Microsoft Azure

Axel Sirota

Instructor's Courses

Axel Sirota is a Microsoft Certified Trainer with a deep interest in Deep Learning and Machine Learning Operations. He has a Masters degree in Mathematics and after researching in Probability, Statistics and Machine Learning optimisation, he works as an AI and Cloud Consultant as well as being an Author and Instructor at Pluralsight, Develop Intelligence, and O'Reilly Media.

Pluralsight

View courses Pluralsight

Pluralsight, LLC is an American privately held online education company that offers a variety of video training courses for software developers, IT administrators, and creative professionals through its website. Founded in 2004 by Aaron Skonnard, Keith Brown, Fritz Onion, and Bill Williams, the company has its headquarters in Farmington, Utah. As of July 2018, it uses more than 1,400 subject-matter experts as authors, and offers more than 7,000 courses in its catalog. Since first moving its courses online in 2007, the company has expanded, developing a full enterprise platform, and adding skills assessment modules.