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Automated Machine Learning with AutoKeras
book

Automated Machine Learning with AutoKeras

by Luis Sobrecueva
May 2021
Intermediate to advanced content levelIntermediate to advanced
194 pages
3h 33m
English
Packt Publishing
Content preview from Automated Machine Learning with AutoKeras

Chapter 1: Introduction to Automated Machine Learning

In this chapter, we cover the main concepts relating to Automated Machine Learning (AutoML) with an overview of the types of AutoML methods and its software systems.

If you are a developer working with AutoML, you will be able to put your knowledge to work with this practical guide to develop and use state-of-the-art AI algorithms in your projects. By the end of this chapter, you will have a clear understanding of the anatomy of the Machine Learning (ML) workflow, what AutoML is, and its different types.

Through clear explanations of essential concepts and practical examples, you will see the differences between the standard ML and the AutoML approaches and the pros and cons of each.

In this ...

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Publisher Resources

ISBN: 9781800567641Supplemental Content