Robust One-Hot Encoding

Production grade one-hot encoding techniques in Python and R

Image generated by the author using DALL-E / or Dali?;)

Have you faced a crash in your machine learning production environments?

It’s not fun, and especially when it comes to issues that could be avoided. One issue that frequently causes problems is one-hot encoding of data. Drawing from my own experience, I’ve learned that many of these issues can largely be avoided by following a few best practices related to one-hot …

data science hands-on-tutorials one-hot-encoding python