You're reading from Automated Machine Learning Hyperparameter optimization, neural architecture search, and algorithm selection with cloud platforms

Product type Paperback

Published in Feb 2021

Publisher Packt

ISBN-13 9781800567689

Length 312 pages

Edition 1st Edition

Languages

Python

Tools

Azure Functions

Concepts

Machine Learning

Author (1):

Adnan Masood

Preface

1. Section 1: Introduction to Automated Machine Learning

2. Chapter 1: A Lap around Automated Machine Learning FREE CHAPTER

3. Chapter 2: Automated Machine Learning, Algorithms, and Techniques

4. Chapter 3: Automated Machine Learning with Open Source Tools and Libraries

5. Section 2: AutoML with Cloud Platforms

6. Chapter 4: Getting Started with Azure Machine Learning

7. Chapter 5: Automated Machine Learning with Microsoft Azure

8. Chapter 6: Machine Learning with AWS

9. Chapter 7: Doing Automated Machine Learning with Amazon SageMaker Autopilot

10. Chapter 8: Machine Learning with Google Cloud Platform

11. Chapter 9: Automated Machine Learning with GCP

12. Section 3: Applied Automated Machine Learning

13. Chapter 10: AutoML in the Enterprise

14. Other Books You May Enjoy

Getting started with the Azure Machine Learning service

In this section, we will explore a step-by-step walk-through of creating a classification model using Azure Machine Learning:

Sign up for a Microsoft account, unless if you already have one, then log into the Azure Machine Learning portal at ml.azure.com. Here, you will see the ML studio as shown in the following figure. An Azure subscription is essentially the way you pay for services. You can either use your existing subscription if you have one or sign up for a new one. For a brand-new user, the nice folks at Azure offer a $200 credit to get you acquainted. Make sure to turn off the resources when you are not using them; don't leave the data center lights on:
Figure 4.7 – Azure Machine Learning service subscription startup page
In the following figure, you can see we have now been asked to select a subscription. In this case, we'll choose Free Trial to explore the services. You can also choose...