<p>How to write, test, and debug code effectively...

<labelfor="item-3">[+/- content]</label></p>

<inputtype="checkbox"name="two"id="item-3"checked>

<inputtype="checkbox"name="three"id="item-3"checked>

<divclass="content hide">

Before class materials:

<li>Install git (and bash, if you are on Windows) following

<li>Install git (and bash, if you are on Windows) following

the instructions on the Software Carpentry page:

<ahref="https://swcarpentry.github.io/workshop-template/#git">setting up git</a></li>

<li>Create an account on<ahref="http://github.com">github</a></li>

<p>The core array library for scientific computing in python

<labelfor="item-4">[+/- content]</label></p>

<inputtype="checkbox"name="two"id="item-4"checked>

<inputtype="checkbox"name="four"id="item-4"checked>

<divclass="content hide">

Jupyter notebooks:

<p>The core array library for scientific computing in python

<labelfor="item-5">[+/- content]</label></p>

<inputtype="checkbox"name="two"id="item-5"checked>

<inputtype="checkbox"name="five"id="item-5"checked>

<divclass="content hide">

Jupyter notebooks:

<p>Symbolic math in python

<labelfor="item-6">[+/- content]</label></p>

<inputtype="checkbox"name="two"id="item-6"checked>

<inputtype="checkbox"name="six"id="item-6"checked>

<divclass="content hide">

Jupyter notebooks:

<p>a library for data analysis

<labelfor="item-7">[+/- content]</label></p>

<inputtype="checkbox"name="two"id="item-7"checked>

<inputtype="checkbox"name="seven"id="item-7"checked>

<divclass="content hide">

Jupyter notebooks:

<p>interacting with external code and the OS

<labelfor="item-8">[+/- content]</label></p>

<inputtype="checkbox"name="two"id="item-8"checked>

<inputtype="checkbox"name="eight"id="item-8"checked>

<divclass="content hide">

Lecture slides:

<p>wrapping your code up for others to use

<labelfor="item-9">[+/- content]</label></p>

<inputtype="checkbox"name="two"id="item-9"checked>

<inputtype="checkbox"name="nine"id="item-9"checked>

<divclass="content hide">

<li><ahref="https://docs.python.org/3/tutorial/modules.html"><em>Python modules</em></a></li>

<li><ahref="https://packaging.python.org/current/"><em>Python packaging recommendations</em></a></li>

<li><ahref="https://packaging.python.org/glossary/">A glossary that explains the evolving terminology</a>&mdash;

this is part of the<ahref="https://python-packaging.readthedocs.io/en/latest/"><em>Installation &amp; Packaging Tutorial</em></a></li>

<p>testing to ensure that your code performs well

<labelfor="item-10">[+/- content]</label></p>

<inputtype="checkbox"name="two"id="item-10"checked>

<inputtype="checkbox"name="ten"id="item-10"checked>

<divclass="content hide">

<divclass="spotlight">

<divclass="contentw">

<h2>Machine Learning</h2>

<p>a quick example of machine learning using python libraries

<labelfor="item-11">[+/- content]</label></p>

<inputtype="checkbox"name="eleven"id="item-11"checked>

<divclass="content hide">

Lecture slides:

Examples: