Getting Started with Docker: A Practical Guide for Beginners

Leader posted Originally published at dev.to 2 min read

Introduction

Docker has revolutionized the way we build, ship, and run applications. Whether you're a backend developer, DevOps engineer, or just curious about containers, Docker is a tool worth learning.

In this guide, we’ll cover:

  • What Docker is

  • How it works

  • Installing Docker

  • Key concepts: images, containers, Dockerfiles

  • Practical examples

Tips and best practices

What is Docker?

Docker is a platform that allows you to develop, ship, and run applications inside containers. Containers are lightweight, standalone, and executable packages that include everything needed to run a piece of software code, runtime, libraries, and dependencies.

How Does Docker Work?

Docker runs containers using the Docker Engine, a lightweight runtime and tooling set.

Here’s how it works:

Dockerfile → describes the environment

Docker Image → built from Dockerfile

Docker Container → running instance of the image

Installing Docker

On Windows / macOS:

Download Docker Desktop: https://www.docker.com/products/docker-desktop

Follow the installation instructions.

Verify with:

docker --version
On Linux (Ubuntu):

sudo apt update
sudo apt install docker.io -y
sudo systemctl start docker
sudo systemctl enable docker

Key Docker Concepts

1. Dockerfile

A script with instructions to build Docker images.

Example:

Use an official Python runtime
FROM python:3.10

Set working directory
WORKDIR /app

Copy source code
COPY . .

Install dependencies
RUN pip install -r requirements.txt

Command to run
CMD ["python", "app.py"]

2. Docker Image

An immutable snapshot built from a Dockerfile.

Build:

docker build -t my-python-app .

3. Docker Container

A running instance of a Docker image.

Run:

docker run -d -p 5000:5000 my-python-app

Docker CLI Cheatsheet

List containers: docker ps -a

Stop container: docker stop

Remove container: docker rm

List images: docker images

Remove image: docker rmi

Start shell in a container: docker exec -it /bin/bash

Practical Example: Python Flask App in Docker

File Structure:

.
├── app.py
├── requirements.txt
└── Dockerfile

app.py

from flask import Flask
app = Flask(name)

@app.route('/')
def home():
return "Hello from Docker!"

if name == 'main':
app.run(host='0.0.0.0', port=5000)

requirements.txt

flask

Dockerfile: (See earlier example)

Build and Run:

docker build -t flask-app .
docker run -d -p 5000:5000 flask-app

Visit: http://localhost:5000

Docker Best Practices

  • Use .dockerignore to exclude files from the image

  • Minimize layers in your Dockerfile

  • Use multi-stage builds for smaller images

  • Keep containers stateless

  • Use volumes for persistent data

Bonus: Docker Compose

For multi-container applications:

docker-compose.yml

version: '3'
services:
web:
build: .
ports:

  • "5000:5000"

Run it:

docker-compose up --build

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Proper H1 H2 and code snippet would enhance this post. Encourage you to do so.

Great overview! Appreciate you breaking down Docker basics with practical steps and examples. How do you recommend beginners balance learning Docker’s core concepts versus jumping into complex setups like Docker Compose?

I appreciate the suggestion,you're absolutely right. Adding proper H1/H2 structure and code snippets will definitely make the post more readable and useful for others. I’ll update the post accordingly to enhance clarity and flow.
For beginners, I recommend focusing on core Docker concepts first. Understanding how containers, images, volumes, and networking work individually lays a solid foundation. Once you're comfortable with commands like docker build, docker run, and docker exec, moving on to Docker Compose will feel much more intuitive.

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