Data Transformation, Sklearn, Machine Learning, One Hot Encoding, Label Encoding.
encoding uses the frequency of each category in the dataset as its numerical representation. This can be beneficial when the frequency of categories carries important information. 6. Embedding: In the case of natural language processing (NLP) and deep learning, word embeddings are used to represent