Docker

This category contains article and recipes related to the usage of the Docker technology.

Terraform - Deploy Python Lambda (container image)

Terraform – Deploy Python Lambda (container image)

At the end of 2020 AWS announced support of container images for Lambda. This feature allows you to package and deploy Lambda functions as container images of up to 10 GB in size.  In this article we’ll cover how you can use Terraform to deploy Python Lambda functions backed by the container image. One of …

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How-to-build-Python-Data-Science-Docker-container-based-on-Anaconda

How to build Anaconda Python Data Science Docker container

In this article, we’ll build a Docker container for Machine Learning (ML) development environment. This image is quite useful if you’re developing ML models or you need a pre-configured Jupyter notebook with some of the most useful libraries. Recently we published an article Quick And Simple Introduction to Kubernetes Helm Charts in 10 minutes, where you …

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The-Most-Useful-Docker-Commands-Everybody-Should-Know-About

The Most Useful [Docker] Commands Everybody Should Know About [Examples]

This tutorial continues Docker related article series and covers the most often used Docker commands. We’re starting a brief Docker overview, then jumping to the installation of Docker to your server. Next, we’ll walk you through all required commands for managing Docker containers, images, and volumes. Become a professional Docker user by following this guide …

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Docker-Swarm-vs-Kubernetes-The-Best-Option-For-Your-Next-Project

Kubernetes vs Docker Swarm – Which one to choose?

In this article, you’ll find the covers the Kubernetes topic and answers to the most common questions related to the comparison of Kubernetes and Docker Swarm. Both technologies can become an excellent choice depending on your project requirements. Take a look at our infographics to speed up content consumption. According to CNCF, 78% of IT departments …

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The Most Easy Way To Deploy Apps To The Kubernetes Using Terraform

How To Use Terraform Kubernetes Provider

This article continues Linux, Kubernetes, and Terraform topics and will help you learn how to deploy applications to the Kubernetes cluster using Terraform. We have covered two different approaches to do that – Kubernetes and Helm Terraform providers. For this purpose, you don’t need a Kubernetes cluster as we will use Minikube, which you can install …

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How to run Jupiter, Keras, Tensorflow and other ML libs in Docker

How to run Jupiter, Keras, Tensorflow, and other ML libs in Docker

In this article, we’ll continue Docker related article series and show how to create an Ubuntu 20.04 LTS based Docker container for Machine Learning. We’ll install to the environment: Python 3, Jupyter, Keras, Tensorflow, TensorBoard, Pandas, Sklearn, Matplotlib, Seaborn, pyyaml, h5py. Prepare your personal ML environment in 3 minutes, excluding Docker image building time! Update …

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