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You're reading from  Machine Learning Security with Azure

Product typeBook
Published inDec 2023
PublisherPackt
ISBN-139781805120483
Edition1st Edition
Tools
Azure
Concepts
Machine Learning
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Author (1)
Georgia Kalyva
Georgia Kalyva
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Georgia Kalyva

Georgia Kalyva is a technical trainer at Microsoft. She was recognized as a Microsoft AI MVP, is a Microsoft Certified Trainer, and is an international speaker with more than 10 years of experience in Microsoft Cloud, AI, and developer technologies. Her career covers several areas, ranging from designing and implementing solutions to business and digital transformation. She holds a bachelor's degree in informatics from the University of Piraeus, a master's degree in business administration from the University of Derby, and multiple Microsoft certifications. Georgia's honors include several awards from international technology and business competitions, and her journey to excellence stems from a growth mindset and a passion for technology.
Read more about Georgia Kalyva

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Leveraging IaC

IaC is a key practice in DevOps that enables developers and operations to automatically manage, provision, and configure IT infrastructure through code. In Azure, there are a variety of tools and services that facilitate IaC practices. We have already mentioned some of these previously but we will review everything here.

Let us delve into how IaC is implemented in Azure and the services we can use:

  • Azure Resource Manager (ARM) templates: ARM templates are the native IaC solution in Azure. They are JSON files that define the resources you need to deploy for your solution. By using ARM templates, you can define and deploy your infrastructure declaratively. We can make them more modular by defining parameters for our templates to create reusable deployment scripts and implement conditional logic for resource deployment.
  • Azure Bicep: Bicep is a language for deploying Azure resources declaratively. It’s essentially a transparent abstraction over ARM...
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Machine Learning Security with Azure
Published in: Dec 2023Publisher: PacktISBN-13: 9781805120483
© 2023 Packt Publishing Limited All Rights Reserved

Author (1)

author image
Georgia Kalyva

Georgia Kalyva is a technical trainer at Microsoft. She was recognized as a Microsoft AI MVP, is a Microsoft Certified Trainer, and is an international speaker with more than 10 years of experience in Microsoft Cloud, AI, and developer technologies. Her career covers several areas, ranging from designing and implementing solutions to business and digital transformation. She holds a bachelor's degree in informatics from the University of Piraeus, a master's degree in business administration from the University of Derby, and multiple Microsoft certifications. Georgia's honors include several awards from international technology and business competitions, and her journey to excellence stems from a growth mindset and a passion for technology.
Read more about Georgia Kalyva

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