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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 9: Working with Multimodal and Multitasking Data

In this chapter, we will learn how to use the AutoModel API to handle multimodal and multitasking data.

By the end of this chapter, you will have learned how to use the concepts and tools necessary to create models with multiple inputs and multiple outputs. You will be able to apply these concepts to your own projects by creating a model from scratch or by adapting the practical example shown in this chapter to other, similar datasets.

In this chapter, we will cover the following topics:

  • Exploring models with multiple input or outputs
  • Creating a multitasking/multimodal model
  • Customizing the search space

But first, let's explain the technical requirements for this chapter.

Technical ...

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Publisher Resources

ISBN: 9781800567641Supplemental Content