Reader small image

You're reading from  Machine Learning Security with Azure

Product typeBook
Published inDec 2023
PublisherPackt
ISBN-139781805120483
Edition1st Edition
Tools
Right arrow
Author (1)
Georgia Kalyva
Georgia Kalyva
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

Right arrow

Technical requirements

The code for this chapter is available in this repository under the ch5 folder:

https://github.com/PacktPublishing/Machine-Learning-Model-Security-in-Azure/

Working with Python

To use the libraries, you need to be familiar with Python. In this book, we will use notebooks from the Azure Machine Learning environment to run the examples, but if you prefer to use your own development environment and tools, that is fine.

Getting started with Python

New to Python and ML? Take a look at this learning path to learn the basics of Python: https://learn.microsoft.com/en-us/training/paths/beginner-python/.

Running a notebook in Azure Machine Learning

The process of running a notebook in Azure Machine Learning is very straightforward. All you need to do is import or create a workbook in the interface, attach a compute target, and then run the cells. Let us see the steps together:

  1. Go to the Notebooks section and upload or create your file:
...
lock icon
The rest of the page is locked
Previous PageNext Page
You have been reading a chapter from
Machine Learning Security with Azure
Published in: Dec 2023Publisher: PacktISBN-13: 9781805120483

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