updating online optimization
update notebook
Updated the directions for doing and reviewing HW.
added docs to NotebookCollections.md
Adding several files.
Merge branch 'master' of https://github.com/yoavfreund/UCSD_BigData
Finished question 1 and 3 work, need to improve analysis and do ex 2