Overview

Setup

Install Graphviz

We will use Graphviz to visualize decision trees.

macOS

On a Mac, install it via Homebrew:

brew install graphviz

Ubuntu Linux

datascience_env.yaml - The enviroment required to run all notebooks. To use run the conda create e.g.:

conda create --name datascience --file datascience_env.yaml

jupyter_home

StartHere.ipynb - The notebook that provides an overview for all other notebooks

examples

PS_201881125910_1533153550143_log.txt.gz - Data file Notebooks:

• Logistic+Regression.ipynb
• Neural+Network.ipynb
• Random+Forest.ipynb
• Tree+Classifier.ipynb