March 10, 2021

Transformers for tabular data: hot or not?

Data Architecture

Data Engineering

After transformers disrupted natural language processing and computer vision, they now set their eyes on the biggest data type out there: tabular data.

In this blog post, we will have a 10 000 feet (3048 m) view at TabTransformer, a paper by Amazon Web Services.

First, we’ll answer why we can apply transformers to tabular data. Then, we’ll see how they rock tabular data.

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Interested in the plot and more ? Check out of full blogpost on our Medium blog.

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Transformers for tabular data: hot or not?

After transformers disrupted natural language processing and computer vision, they now set their eyes on the biggest data type out there: tabular data. In this blog post, we will have a 10 000 feet (3048 m) view at TabTransformer, a paper by Amazon Web Services. First, we'll answer why we can apply transformers to tabular data. Then, we'll see how they rock tabular data.

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