Search icon CANCEL
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Conferences
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
Automated Machine Learning

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

Arrow left icon
Product type Paperback
Published in Feb 2021
Publisher Packt
ISBN-13 9781800567689
Length 312 pages
Edition 1st Edition
Languages
Arrow right icon
Author (1):
Arrow left icon
Adnan Masood Adnan Masood
Author Profile Icon Adnan Masood
Adnan Masood
Arrow right icon
View More author details
Toc

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

Other Books You May Enjoy

If you enjoyed this book, you may be interested in these other books by Packt:

Mastering Azure Machine Learning

Christoph Körner, Kaijisse Waaijer

ISBN: 978-1-78980-755-4

  • Setup your Azure Machine Learning workspace for data experimentation and visualization
  • Perform ETL, data preparation, and feature extraction using Azure best practices
  • Implement advanced feature extraction using NLP and word embeddings
  • Train gradient boosted tree-ensembles, recommendation engines and deep neural networks on Azure Machine Learning
  • Use hyperparameter tuning and Azure Automated Machine Learning to optimize your ML models
  • Employ distributed ML on GPU clusters using Horovod in Azure Machine Learning
  • Deploy, operate and manage your ML models at scale
  • Automated your end-to-end ML process as CI/CD pipelines for MLOps

Learn Amazon SageMaker

Julien Simon

ISBN: 978-1-80020-891-9

  • Create and automate end-to...
lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at €18.99/month. Cancel anytime