Copy editing of chapter 3

Just a few small changes
Copy editing chapter 4

Just a few small changes and additions to chapter 4
Copy editing chapter 5

Just some small changes.  Also added links to help explain defaultdict
and lambda expressions.
Merge pull request #6 from sonofmun/master

Copy editing of chapter 3