Lesson 44: Bootcamp recap¶

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

`Hello, world`¶

print('hello, world')

hello, world

Command line mastery¶

"Ugh. I'm just going to do it on the command line." --Overheard at bootcamp

Scripting¶

You now have a very efficient assistant.¶

Version control¶

You can now sleep easy

...and collaborate

...and do better, reproducible, sharable science

...and the bootcamp has code on the internet for all!

Data types¶

ints
floats
strings
bools
lists
tuples
dictionaries
sets
functions, file handles, NumPy arrays, Pandas DataFrames, ...

NumPy arrays¶

Slicing and dicing

Random number generation (probability is the mathematical language of biology)

Anything you want to do with groups of numbers

Matplotlib/Seaborn¶

Your plotting is

automatic

reproducible

beautiful.

Bokeh¶

Your plotting is interactive (the future).

Pandas¶

Your data are organized.

And tidy.

And accessible.

As a hacker¶

Statistics are tractable and understandable.

You can simulate complex processes.

Your data¶

have a new master. Whether images, time series, counts, you name it.

This is the beginning!¶

I look forward to seeing what you will do!