NLP Application - Question 1

Good Day :) Please help me with the full end to end code together with comments and explanation.

Thank you in advance.

- In a file called nlp_1.txt, categorise which type of NLP application applies for each of the following use-cases: (Use the categories we have discussed on this bootcamp so far) a. A model that allocates which mail folder an email should be sent to (work, friends, promotions, important), like Gmail's inbox tabs. b. A model that helps decide what grade to award to an essay question. This can be used by a university professor who grades a lot of classes or essay competitions. c. A model that provides assistive technology for doctors to provide their diagnosis. Remember, doctors ask questions, so the model will use the patients' answers to provide a probable diagnosis for the doctor to weigh and make decisions