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Installing and Configuring NVIDIA GPU and CUDA drivers on Ubuntu 20.04: A Guide for Use of Docker-NVIDIA
2024/5/23
Enabling the power of NVIDIA GPUs on Ubuntu 20.04 can significantly enhance your computational capabilities, especially for tasks like deep learning, data science, and high-performance computing. This guide will walk you through the installation and configuration of NVIDIA GPU drivers and CUDA on Ubuntu 20.04. This comprehensive tutorial is tailored for digital nomads, programmers, and data scientists who need robust GPU performance on the go. Table of Contents IntroductionWhy Use GPU with CUDA?Audience and GoalsPrerequisitesStep-by-Step Installation and ConfigurationUpdate Your SystemInstall NVIDIA Drivers and CUDA toolkitInstall Docker and NVIDIA Container ToolkitInstall DockerInstall NVIDIA Container ToolkitPractical ApplicationsMachine Learning and Deep LearningScientific ComputingData ...
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Creating a Windows 10/11 Boot Media and Installer Using Ubuntu: A Comprehensive Guide for Digital Nomads, Programmers, and Data Scientists
2024/5/26
For digital nomads, programmers, and data scientists, being able to create a bootable USB for Windows 10 or Windows 11 using Ubuntu can be incredibly useful. Whether you're setting up a new installation or recovering from a system failure, having a bootable USB can save you a lot of time and helpful. In this guide, we’ll walk you through the process step-by-step. Table of Contents IntroductionWhy Create a Bootable USB on Ubuntu?Who is This Guide For?PrerequisitesStep-by-Step Guide to Creating a Windows Bootable USBStep 1: Download the Windows ISO FileStep 2: Install Required ToolsStep 3: Prepare the USB DriveStep 4: Format ...
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Utilizing Singularity Containers for Python Environments
2020/10/28
Table of Contents Utilizing Singularity Containers for Python EnvironmentsWhat is Container?DockerSingularityInstlling SingularityBasic commands of SingualrityBuilding Python environment and installing librariesConclusion This article explains that the utilization of Container technology on Linux generates particular Python environments, driving the Selenium automation browser. Generally speaking, we do not want to modify and destroy our Linux PC environments because of some programming tests and their fancy environments. But, utilizing Containers will allow readers to build compact, lightweight, and reproducible virtual operating systems without destroying environments of PC. Utilizing Singularity Containers for Python Environments What is Container? This answer is straight-forward. It's the open-source lightweight ...