TFX also includes a suite of data transformations supporting feature wrangling. As an example, TFX can generate feature-to-integer mappings, known as vocabularies. It’s easy to mess things up when transformations differ in subtle ways between training and serving. TFX automatically exports any data transformations as part of the trained model to help avoid these issues.

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