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Automated Machine Learning

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

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Product type Paperback
Published in Feb 2021
Publisher Packt
ISBN-13 9781800567689
Length 312 pages
Edition 1st Edition
Languages
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Author (1):
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Adnan Masood Adnan Masood
Author Profile Icon Adnan Masood
Adnan Masood
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Table of Contents (15) Chapters Close

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

Chapter 5: Automated Machine Learning with Microsoft Azure

"By far, the greatest danger of artificial intelligence is that people conclude too early that they understand it."

– Eliezer Yudkowsky

The Microsoft Azure platform and its associated toolset are diverse and part of a larger enterprise ecosystem that is a force to be reckoned with. It enables businesses to focus on what they do best by accelerating growth via improved communication, resource management, and facilitating advance actionable analytics. In the previous chapter, you were introduced to the Azure Machine Learning platform and its services. You learned how to get started with Azure machine learning, and you took a glimpse at the end-to-end machine learning life cycle using the power of the Microsoft Azure platform and its services. That was quite literally (in the non-literal sense of the word) the tip of the iceberg.

In this chapter, we will get started by looking at Automated Machine Learning...

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