Unlocking the Power of Docker

StackOverflow respondents are mostly software engineers, but new data tools also rely heavily on the usage of Docker and Kubernetes. Consider?Prefect ?a rival to Airflow for data pipeline workflows, as well as Flyte and BentoML, which both leverage Kubernetes and Docker to support machine learning infrastructure. As data and machine learning engineers, I highly recommend you learn what docker is all about.

Docker is a tool that creates and runs lightweight, portable, and self-contained environments for applications. Dockerfiles, which are essentially scripts, contain instructions for building Docker images and containers. They are a powerful tool for creating custom images that contain all the necessary software and configurations to run an application.

This article will guide you through the process of installing Docker, explaining the Dockerfile, and integrating your container with VSCode for a more streamlined container development experience.

Read the rest at my Substack.

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