What is one hot encoding? How is it used to encode the amino acid sequences? What...

 

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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. 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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OneHot Encoding Onehot encoding is a technique used in machine learning to convert categorical varia... View the full answer