Docker-Data-Science is a template repository for python data science/ml/stats projects. This template is beginner friendly, configurable and can allow anybody to start creating, building and sharing their projects in a reproducible and deployable form.
Docker data science provides a development environment that is organised, reproducible and flexible. The repository has the following primary functionalities:
- A ready to run docker container built from the Jupyter Docker Stacks with pre-installed python packages
- An organised folder structure for data science projects
- Pre-made jupyter notebooks for data exploration, regression and modelling
The only prerequisites to start coding are
- An installation of docker
- Any web browser OR text editor/ide with Jupyter support
- @butlerc9 - Idea & Initial work