For those of you who are just getting starting in data science and just imported
sklearn for the very first time. I put together a demonstration of the pandas + sklearn libraries using the Iowa housing prices data. I designed this material to help my fellow USF students get up to speed, but maybe itll be a good introduction or review for you all.
This notebook is hosted on kaggle. you can signup with your own account, fork the notebook, and try out python + pandas + sklearn yourself on the kaggle website.
Also, if you have some killer dataframe tricks, or know of some great data-transformation libraries, would love to hear about it!