Search icon
Arrow left icon
All Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Newsletters
Free Learning
Arrow right icon
Automated Machine Learning with AutoKeras

You're reading from  Automated Machine Learning with AutoKeras

Product type Book
Published in May 2021
Publisher Packt
ISBN-13 9781800567641
Pages 194 pages
Edition 1st Edition
Languages
Author (1):
Luis Sobrecueva Luis Sobrecueva
Profile icon Luis Sobrecueva

Table of Contents (15) Chapters

Preface Section 1: AutoML Fundamentals
Chapter 1: Introduction to Automated Machine Learning Chapter 2: Getting Started with AutoKeras Chapter 3: Automating the Machine Learning Pipeline with AutoKeras Section 2: AutoKeras in Practice
Chapter 4: Image Classification and Regression Using AutoKeras Chapter 5: Text Classification and Regression Using AutoKeras Chapter 6: Working with Structured Data Using AutoKeras Chapter 7: Sentiment Analysis Using AutoKeras Chapter 8: Topic Classification Using AutoKeras Section 3: Advanced AutoKeras
Chapter 9: Working with Multimodal and Multitasking Data Chapter 10: Exporting and Visualizing the Models Other Books You May Enjoy

Technical requirements

All the code examples in this book are available as Jupyter notebooks that can be downloaded from https://github.com/PacktPublishing/Automated-Machine-Learning-with-AutoKeras.

Since the code cells can be executed, each notebook can be self-installed; simply add a code snippet with the requirements you need. For this reason, at the beginning of each notebook, there is a code cell for environment setup that installs AutoKeras and its dependencies.

So, to run the code examples for this chapter, all you need is a computer with Ubuntu Linux as its OS and the Jupyter Notebook installed, which you can do with the following line of code:

$ apt-get install python3-pip jupyter-notebook

Alternatively, you can run these notebooks using Google Colaboratory, in which case you will only need a web browser. See Chapter 2, AutoKeras with Google Colaboratory, for more details. Furthermore, in the Installing AutoKeras section of that chapter, you will find other installation...

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 $15.99/month. Cancel anytime}