Harnessing the Power of Hash Encoding for Categorical Data in Data Science

Hash Encoding is a technique used to convert data of arbitrary length into a fixed-size string of characters. The resulting string, known as a hash code, is a unique representation of the input data. Hash encoding helps to reduce the dimensionality of the data by mapping each category to a fixed number of features.