Machine Learning Notebooks

This project aims at teaching you the fundamentals of Machine Learning in python.

Simply open the Jupyter notebooks you are interested in:

• using Binder:
  • this let's you experiment with the code examples
• or directly within github (start at index.ipynb)
• or by cloning this repository and running Jupyter locally.
  • if you prefer this option, follow the installation instructions below.

Installation

You will need git, obviously.

First, clone this repository:

$ cd {*your development directory*}
$ git clone https://github.com/ageron/ml-notebooks.git
$ cd ml-notebooks

If you want an isolated environment, you can use virtualenv:

$ virtualenv env
$ source ./env/bin/activate

Next, install the required python packages using pip:

$ pip install -r requirements.txt         # On Linux
OR
$ pip install -r requirements_macosx.txt  # On MacOSX

Finally, launch Jupyter:

$ jupyter notebook

This should start the Jupyter server locally, and open a browser window. Click on index.ipynb to get started.