I am trying to read a file from a path in my jupyter. Although the file exists, I face this error (FileNotFoundError: [Errno 2] No such file or directory).

Usually it is an issue with spaces or characters other then letters in your path. Are you using Python in your Jupyter? Are you on a Windows machine? If so, see my two links at the very bottom of my reply here.