An Intro to Data Science with Python

This is the material used for the introduction Data Science with Python workshop. It uses Jupyter notebook, pandas, matplotlib, seaborn, and scikit-learn.

Getting started

Easy route

Install Anaconda from Continuum IO. Supports Windows, Mac, and Linux

Almost as easy route

Assuming you are in a *nix environment and set up to use virtual environments, you can get set up with the following:

mkvirtualenv odsc
git clone https://github.com/joshloyal/odsc-pisa.git
cd odsc-pisa
make

It will take a while, as it will both setup your new virtualenv with the packages we need, as well as download the data we will be playing with.