90% of DOCKER You’ll Ever Need in One Blog

Learn about the benefits of using Docker for ML applications, how to write a Dockerfile, build a Docker image, run a Docker container, push a Docker image to a registry, best practices for Dockerizing ML applications, and deploying a Dockerized ML application on Kubernetes.

#kubernetes

#docker

#cicd

May 17, 2024•19m read time•From python.plainenglish.io

Table of contents

Docker Fundamentals Docker Architecture Dockerfile Basics Let’s break down the instructions used in this Dockerfile:Best practices for writing Dockerfiles include:Basic Docker Commands Docker Compose Docker Compose File Structure Docker Compose Commands Docker Networking Docker Network Types Creating Custom Networks Docker Volumes and Data Management Types of Docker Volumes Data Persistence Best Practices Docker Swarm Docker Swarm Overview Deploying Services to a Swarm Docker Security Continuous Integration/Deployment with Docker Scanning Docker Images for Vulnerabilities Essential Docker Commands for Efficient Container Management Container Management Listing Containers Starting and Stopping Containers Removing Containers Executing Commands in Containers Viewing Container Logs and Stats Image Management Listing Images Pulling and Pushing Images Building Images Removing Images Running Containers Basic Container Creation Port Mapping Volume Mapping Environment Variables Networking Creating Networks Connecting Containers to Networks Listing Networks Removing Networks Volumes Creating Volumes Listing Volumes Removing Volumes Docker Swarm Initializing a Swarm Joining a Swarm Leaving a Swarm Managing Nodes Deploying Services Managing Stacks Now some of the lesser known Docker Commands in detailed History Df (Nor Pandas Df 😂)Prune Exec Docker CP Saving and Loading Docker Images Stats