Remove mistakenly added wrong word from Office 365 disctionary

Added the wrong word into Microsoft Word's dictionary. Below are steps to remove it from the dictionary:

Go to file --> Options -->  Proofing --> Custom Dictionaries

Select your dictionary & search your misspelled word and delete it.

You are good to go.