Multiple grammatical errors in the readme.

[wimpywarlord]

Actual Behavior
There are multiple grammatical errors in the read me of the repo.

Expected Behavior
Error free repo.

Steps to reproduce it
Just open the repository and check the readme.

Would you like to work on the issue?
Yes

[nickinack]

I am willing to work on the documentation too, can someone assign me too?