Using Microsoft Azure Security Tools to Protect AI Solutions

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Sahil Malik

1:44:41

34 View

01 - Course Overview

01 - Course Overview.mp4

01:32

02 - Exploring Security for Azure Machine Learning

02 - Introduction and Overview.mp4

08:05

03 - AI in Azure.mp4

06:45

04 - Prerequisites.mp4

02:12

05 - Summary.mp4

01:15

03 - AI and Security

06 - Introduction.mp4

02:41

07 - Integrity.mp4

09:18

08 - Confidentiality.mp4

07:52

09 - Preventing Misuse.mp4

12:10

10 - Summary.mp4

00:52

04 - Securing Data in Transit and at Rest

11 - Introduction.mp4

01:03

12 - Securing Data in Transit.mp4

01:57

13 - Default Deployment in ACI.mp4

08:26

14 - Supporting HTTPS and Custom Domains.mp4

10:44

15 - Securing Data at Rest.mp4

04:38

16 - Managed Identity and ML Service.mp4

02:34

17 - Summary.mp4

00:34

05 - Differentiating AI and Platform as a Service Considerations

18 - Introduction.mp4

02:07

19 - Authentication, Authorization, and Accounting.mp4

05:56

20 - Roles and Users in a Workspace.mp4

03:15

21 - Logging.mp4

01:20

22 - Network Isolation.mp4

01:23

23 - Demo - Network Isolation.mp4

05:38

24 - Summary.mp4

00:54

06 - Wrapping Up

25 - Course Summary.mp4

01:30

Description

As more and more systems are automated with the use of AI, securing AI solutions is of paramount importance. In this course, you will explore the various facilities Azure offers to secure Azure machine service learning solutions.

What You'll Learn?

Securing AI solutions is of paramount importance; not only can AI solutions be hacked, they can be used to hack other systems. In this course, Using Microsoft Azure Security Tools to Protect AI Solutions, you'll explore how AI and security introduce new challenges that we conventionally did not have to worry about. You'll then learn about the various facilities Azure offers that work with Azure ML workspace in helping you secure your AI solutions. Finally, you'll review the various facets you need to consider and the various processes and artifacts you must secure. By the end of this course, you will have a clear vision and understand the various building blocks required to secure Azure AI solutions.

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Artificial Intelligence

Microsoft Azure

Sahil Malik

Instructor's Courses

Sahil Malik, the founder and principal of Winsmarts.com, has been a Microsoft MVP and INETA Speaker for the past 8 years, author and reviewer of many books and numerous articles in both the .NET and SharePoint space, consultant and trainer who delivers training and talks at conferences internationally. Sahil has trained for the best names in the Microsoft technology space, and has architected and delivered SharePoint based solutions for extremely high profile clients. Sahil has been deeply involved in SharePoint 2010, and is the author of Microsoft SharePoint 2010: Building Solutions for SharePoint 2010 published by Apress.

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.