Docker


Docker is a set of platform as a service (PaaS) products that uses OS-level virtualization to deliver software in packages called containers. Containers are isolated from one another and bundle their own software, libraries and configuration files; they can communicate with each other through well-defined channels.

Overview

How Docker Can Help You Become A More Effective Data Scientist
A look at Docker from the perspective of a data scientist.
docker production tutorial article
An Introduction to Kubernetes
This blog post will provide an introduction to Kubernetes so that you can understand the motivation behind the tool, what it is, and how you can use it.
kubernetes docker devops tutorial

Tutorials

Fast Api with Dockerization of your ML Models
In this GitHub repo you can able to know and learn how to build a fast API for testing your ML model and can test your ML model with UI and to Dockerize ...
docker fastapi flask code

Libraries

Caliban
A CLI tool that transparently dockerizes your research workflows then helps you develop interactively in the container, locally or submit batch jobs to ...
experiments cloud caliban code
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