Merge pull request #25 from guangmingyao/yao_dev

Yao dev
Minor word changes and added color markings to key phrases.
Merge pull request #45 from KellyBlack/black_dev

Minor word changes - updating the 2 Sep lecture
minor change
conflict
delete one repeated line
Merge pull request #26 from guangmingyao/yao_dev

Yao dev