Data Transformation, Sklearn, Machine Learning, One Hot Encoding, Label Encoding.
in effective model training. One-Hot Encoding takes a single integer and produces a vector where a single element is 1 and all other elements are 0, like [0,1,0,0][0,1,0,0]. For example, imagine we’re working with categorical data, where only a limited number of colors are possible: red, green, or