What is one hot encoding? How is it used to encode the amino acid sequences? What are its advantages and disadvantages? If you are a data scientist, will you use it in your project? Write a Python program that explains one hot encoding. Why do we need to change the words into corresponding integer values before passing them to the transformer language model / word2vec / word embedding model.