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# Beginning Supervised Machine Learning with Python

![Powered by Jupyter Logo](https://cdn.oreillystatic.com/images/icons/powered_by_jupyter.png)

This project contains the Jupyter Notebooks and supporting files for _Beginning Supervised Machine Learning with Python_ with Matt Harrison. 

These notebooks can be run on the O'Reilly Learning Platform [here](https://learning.oreilly.com/jupyter-notebooks/~/${NOTEBOOK_FPID}).

It contains both the exercises (/notebooks), possibly the solutions (/solutions), as well as any data or files needed (/data). If you are familiar with docker, there is also a dockerfile included for your convenience. 

This is a public repository so there is no need to create an account to download its contents. To download the source code from this page, click the 'Cloud' icon on the top right hand, above where the latest commit is detailed.

To download via git from your preferred terminal application, type:

```git clone https://resources.oreilly.com/binderhub/beginning-supervised-machine-learning-with-python```

#

#!/bin/bash

CONTEXT_IDENTIFIER='666333TESTNTBK6633'

NOTEBOOK_FPID='666333TESTNTBK6633'

# timestamp to invalidate JupyterHub server cache

TIMESTAMP=`date +'%s'`

# add CodeMirror config

mkdir -p ~/.jupyter/nbconfig

echo '{"CodeCell":{"cm_config":{"lineNumbers":true,"theme":"oreillybat"}}}' \

    > ~/.jupyter/nbconfig/notebook.json

# configure custom templates

mkdir -p ~/.jupyter/templates

echo "c.NotebookApp.extra_template_paths = ['~/.jupyter/templates']" \

    > ~/.jupyter/jupyter_notebook_config.py

cat << EOF > ~/.jupyter/templates/page.html

{% extends "templates/page.html" %}

{% block stylesheet %}

{# stylesheets and any js that needs to load before everything else #}

<link rel="stylesheet" href="https://new-content.binderhub-prod.gcp.oreilly.com/extra_static/custom.css" type="text/css"/>

<script>

  window.notebookIdentifier = '$NOTEBOOK_FPID';

  window.contextIdentifier = '$CONTEXT_IDENTIFIER';

</script>

<script src="https://new-content.binderhub-prod.gcp.oreilly.com/extra_static/oreilly-notebooks-usage-meter.min.js?t=$TIMESTAMP"></script>

<script src="https://new-content.binderhub-prod.gcp.oreilly.com/extra_static/notebook-custom-vendor.js?t=$TIMESTAMP"></script>

<script src="https://new-content.binderhub-prod.gcp.oreilly.com/extra_static/notebook-custom-head.js?t=$TIMESTAMP"></script>

{{super()}}

{% endblock %}

{% block script %}

{{super()}}

{# js that should load after dom is ready #}

<script src="https://new-content.binderhub-prod.gcp.oreilly.com/extra_static/notebook-custom-body.js?t=$TIMESTAMP"></script>

{% endblock %}

EOF

BINDER_DIR=`dirname "${0}"`

rm "${0}"

if [ -f "${BINDER_DIR}/postBuild.original" ]

then

  mv "${BINDER_DIR}/postBuild.original" "${BINDER_DIR}/postBuild"

fi

# vim: ft=sh

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## Please list additional packages with version numbers