Question: what is the difference between one hot encoding and label encoding?
Answer: What one hot encoding does is, it takes a column which has categorical data, which has been label encoded, and then splits the column into multiple columns. The numbers are replaced by 1s and 0s, depending on which column has what value. ... So, that's the difference between Label Encoding and One Hot Encoding.