Chapter 6: Working with Structured Data Using AutoKeras
In this chapter, we will focus on using AutoKeras to work with structured data, also known as tabular data. We will learn how to explore this type of dataset and what techniques to apply to solve problems based on this data source.
Once you've completed this chapter, you will be able to explore a structured dataset, transform it, and use it as a data source for specific models, as well as create your own classification and regression models to solve tasks based on structured data.
Specifically, in this chapter, we will cover the following topics:
- Understanding structured data
- Working with structured data
- Creating a structured data classifier to predict Titanic survivors
- Creating a ...
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