Fixed spelling typos in the docs and tutorials

I noticed some spelling typos in some of the docs so I decided to take a bit of time and go through much of the existing docs and tutorials and update any other spelling typos that I came across. 

As well, my editor seems to  have removed a bunch of white space throughout the documentation at the end of sentences and such. 

Cheers,