Intro to Docker Containers for Data Scientists

A practical tutorial for setting up a local dev environment using Docker Container

Motivation

An essential part of a data scientist’s daily work involves managing and maintaining a development environment. Our work goes considerably more smoothly when the development environment is kept up-to-date and closely reflects the production environment; when it isn’t, things start to get messy. Proficiency with the CI/CD pipeline and devops can be quite advantageous in a larger environment. Providing developments …

ci-cd-pipeline devops docker container machine learning mlops