
Automated Machine Learning
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"One of the holy grails of machine learning is to automate more and more of the feature engineering process."
– Pedro Domingos
"Automated machine learning, the best thing since sliced bread!"
– Anonymous
Automated Machine Learning (AutoML) via hyperscalers – that is, via cloud providers – has the potential to bring AI democratization to the masses. In the previous chapter, you created a Machine Learning (ML) workflow in SageMaker, and also learned about the internals of SageMaker Autopilot.
In this chapter, we will look at a couple of examples explaining how Amazon SageMaker Autopilot can be used in a visual, as well as in notebook, format.
In this chapter, we will cover the following topics:
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