Storage for simple data science tips and tricks, or full projects, that I've dealt with before. Updated as I sort through the large backlog of stuff I just have sitting on my harddrive.
EDIT: As of 7/9/2017, I've noticed the French election data is rehosted on Kaggle. I'll be switching my focus for the next few days to taking another crack at it.
As of right now (7/3/17) here is the general organizational plan:
-The folder "Introduction to Statistical Learning with R" contains R programming exercise solutions to the textbook of the same name. It also includes a few examples where I redid an exercise with a different method (for example a simple NN) to look for improvements and teach myself some new techniques.
-A folder containing a collection of neat tutorials and cheat sheets that I've either come across or made myself.
-Kaggle junk
Current priority is finishing up the ISLR folder, and putting together a few cheat sheets from my assembled notes. First sheet will be on SQL and is almost done.
Here's a brief list of what I still have to clean up/sort through and upload:
-Chapter solutions from ISLR Chapters 5, 7, 8, 9, 10
-SQL helpful guide and tricks
-Code for Andrew Ng's ML Coursera Course and code for Hinton's Neural Networks Coursera Course
-Two python done Kaggle competitions
-Some random scripts from CRF stuff