Lesson 39: Bootcamp recap

(c) 2019 Justin Bois. With the exception of pasted graphics, where the source is noted, this work is licensed under a Creative Commons Attribution License CC-BY 4.0. All code contained herein is licensed under an MIT license.

This document was prepared at Caltech with financial support from the Donna and Benjamin M. Rosen Bioengineering Center.

This lesson was generated from a Jupyter notebook. You can download the notebook here.

Your data

  • Organized
  • Tidy
  • Accessible

...You now own it.

Your tasks

  • Automated
  • Reproducible
  • Sharable

Your code

  • Under version control
  • Tested

...You can now sleep easy

...and collaborate

...and do better, reproducible, sharable science.

Your data visualization

  • automatic
  • grammatical
  • reproducible
  • interactive
  • beautiful.

Your analysis

  • Tractable
  • Statistically sound
  • Understandable

...all because you can write a little code.

You will never forget

Explicit is better than implicit.

The most important person in your life is future you.

Premature optimization is the root of all evil.

Plot all of your data.

Readability matters.

This is the beginning!

I look forward to seeing what you will do!