Data Transformation, Sklearn, Machine Learning, One Hot Encoding, Label Encoding.
understands the categorical distinctions without implying any ordinal relationship between the categories. For instance, in a color category with red, green, and blue, one-hot encoding would represent them as [1, 0, 0], [0, 1, 0], and [0, 0, 1], respectively. This simplifies computations and aids