This repo contains the slides, notebooks and example code for the talk at code.talks 2018 in Hamburg.
You should install luigi before running the pipeline.
pip install -r requirements.txt
The example luigi pipeline is under "pipelines". It can be started by running
PYTHONPATH='.' luigi --module 00_training_pipeline Export --dataset-version 1 --model-version 1
The notebooks contain the tasks and a few examples for presentation purposes.
The slides are accessible via the Jupyter Notebook "Production-Ready-Datascience.ipynb" as well as the PDF "presentation.pdf".