Pre-processing layers in keras: What they are and how to use them

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This is a companion discussion topic for the original entry at https://blogs.rstudio.com/tensorflow/posts/2021-12-09-keras-preprocessing-layers

For keras, the last two releases have brought important new functionality, in terms of both low-level infrastructure and workflow enhancements. This post focuses on an outstanding example of the latter category: a new family of layers designed to help with pre-processing, data-augmentation, and feature-engineering tasks.

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