Real World ML: The Hashing Trick: An Elegant Solution to Dynamic Category Encoding

Have you ever encountered a situation where your ML model is not doing well in production due to encountering a category it hasn't seen before? Or perhaps your model treats new categories the same way it treats unpopular or unknown ones, leading to s...