Machine learning workshop

This is a workshop for Python developpers with no previous experience in Machine Learning (but some programming knowledge).

To run it, you have a few options:

1. If you like to use Docker, you can just use

   make

   This will create a Docker container with everything you need. There will be a link in the output, follow it in your browser. From there click on the work folder and open the workshop (Workshop notebook.ipynb)

2. If you'll rather use conda, install miniconda (instructions here). Then run

   conda env create -n ml-workshop -f requirements.yml

   and conda activate ml-workshop to activate the environement. Then run jupyter notebook to start the notebook.

3. If you're more of a pip person, create a virtual env, then:

   pip install -r requirements.txt.

   Then run jupyter notebook to start the notebook.