Question: What is one hot encoding? How is it used to encode the amino acid sequences? What are its advantages and disadvantages? If you are

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.

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