dsfs 25 go forth and do data science

do data science

1. ipython

2. mathematics

   1. linear algebra

   2. statistics

   3. probability

3. not from scratch

   1. numpy

   2. pandas

   3. scikit-learn

   4. visualization

       matplotlib
       seaborn
       d3.js
       bokeh
      

   5. r

4. find data

   1. data.gov

   2. reddit forums

   3. amazon public data sets

   4. kaggle data science competitions

5. do data science