Still Parsing User-Agent Strings for Your Machine Learning Models?

Use This Instead

Sergey Mastitsky
Towards Data Science
9 min readOct 26, 2020

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Photo by Emile Perron on Unsplash

Information contained in User-Agent strings can be efficiently represented using low-dimensional embeddings, and then employed in downstream Machine Learning tasks.

What on Earth are User-Agent strings?

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