Docker Workflows for Data Science - BKJackson/BKJackson_Wiki GitHub Wiki

Tutorials

Docker for Data Scientists: Simply your workflow and Avoid Pitfalls - Four-part series including how to load and run a database, Aug 14, 2018

Articles

Docker for Data Science Without the Hassle - How to use repo2docker to automatically build Docker images
The Full Stack Data Scientist Part 1: Productionise Your Models with Django APIs - Apr 26, 2019
The Full Stack Data Scientist Part 2: A Practical Introduction to Docker - Learn how to use containerised applications for smooth collaboration and deployment, May 13, 2019
Docker for DataScience — Part 1: As a Data Scientist or Data Engineer, do you need to start using Docker? - Apr 27, 2018
Reproducible Data Processing: Make + Docker - Avoiding reproducibility hell with dependency management and containerization, Jul 10, 2019
How Docker Can Help You Become A More Effective Data Scientist - Dec 17, 2017

Data Science Workflows Using Docker Containers

Data Science Workflows Using Docker Containers - Talk by Aly Sivji Github
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