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100%
Keras: Getting Started with AI
03.12.2024
Home »  HPC  »  Articles  » 
A great way to start writing code with AI is to use Keras, an open source easy-to-learn library that can use multiple frameworks. ... used Python 3.8.10 – and a specific Python environment built for testing, which I’ll discuss. I don’t recommend using your base environment, although I’ve been known to do that. (It’s simple enough ... A great way to start writing code with AI is to use Keras, an open source easy-to-learn library that can use multiple frameworks. ... Keras: Getting Started with AI ... Keras: Getting Started with AI
91%
Serverless applications with OpenFaaS
26.03.2025
Home »  Archive  »  2025  »  Issue 86: Data...  » 
Photo by Kier in Sight Archives on Unsplash
Server: an on-premises machine or cloud virtual machine (VM) running Ubuntu (20.04 LTS or later is recommended) with sudo privileges. Kubernetes cluster: OpenFaaS runs on Kubernetes, so you need access ... Use advanced techniques for automation, optimization, and security to deploy serverless applications with the OpenFaaS framework in a Linux environment. ... OpenFaaS ... Serverless applications with OpenFaaS
82%
Tools for hardware diagnostics under Windows
26.01.2025
Home »  Archive  »  2025  »  Issue 85: Monit...  » 
Lead Image © blas, Fotolia.com
10 and 11 and on the latest Windows server versions. However, because searching here is a slow experience, msinfo32 is definitely a good starting point if you do not want to install or use any third ... We look at one Windows on-board tool, five free tools, and a commercial tool to discover hardware installed on a Windows computer and determine whether it is still working properly. ... Windows, hardware, tools ... Windows Hardware Diagnostics ... Tools for hardware diagnostics under Windows
78%
Getting started with AI
26.01.2025
Home »  Archive  »  2025  »  Issue 85: Monit...  » 
Lead Image © Lightwise, 123RF.com
and developed ideas with Keras. Keras and VGG16 Getting started with Keras is not difficult. Rather than use the MNIST [2] dataset of 60,000 grayscale images as an example, I'll use a VGG16 [3] model ... A great way to start writing code with AI is to use Keras, an open source easy-to-learn library that can use multiple frameworks. ... Getting started with AI
78%
Self-hosted Pritunl VPN server with MFA
26.03.2025
Home »  Archive  »  2025  »  Issue 86: Data...  » 
Lead Image © Darko Novakovic, fotolia.com
. In this article, I show you how to deploy a single-instance Pritunl VPN server running Ubuntu 24.04.01 LTS, configure a No-IP dynamic DNS hostname to use with your VPN, configure port forwarding on your router ... We give you the ultimate guide to deploying a self-hosted Pritunl VPN server with multifactor authentication. ... Pritunl VPN Server ... Self-hosted Pritunl VPN server with MFA
75%
Kick-start your AI projects with Kubeflow
26.01.2025
Home »  Archive  »  2025  »  Issue 85: Monit...  » 
Lead Image © austler, 123RF.com
such as Amazon Simple Storage Service (S3), instead using the components already available in Kubeflow. Kubeflow Kubeflow is surfing the popular wave surrounding Linux containers (Figure 2). As the name suggests ... Kick-start your AI projects with Kubeflow ... Quick Start
74%
Reducing the Attack Surface in Windows
04.12.2024
Home »  Archive  »  2024  »  Issue 84: Non-R...  » 
Photo by Sander Sammy on Unsplash
-a9c7-1c7ef74a9ba4 Blocks the use of copied or imitated system tools (preview) No c0033c00-d16d-4114-a5a0-dc9b3a7d2ceb Blocks web shell creation for servers ... The sum total of all possible points of attack can be defined as the attack surface, and you need to take every opportunity to minimize it to the extent possible. Windows has built-in rules ... Windows, Security, attack ... Reduce Windows Attack Surface ... Reducing the Attack Surface in Windows
67%
Zulip, Mattermost, and Rocket.Chat
26.03.2025
Home »  Archive  »  2025  »  Issue 86: Data...  » 
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/pods/zulip/etc:/etc/zulip:Z" You can modify the zulip.conf configuration file in the host subdirectory (/var/pods/zulip/etc) to match by adding the lines [application_server] http_only = true to transfer SSL termination to Nginx ... Chat servers likely send confidential data to the cloud, so if you don't want to see your business talks on Google or Amazon, you can keep your information safely in your own data center with self ... Self-Hosted Chat Servers
63%
Monitor applications end to end
26.01.2025
Home »  Archive  »  2025  »  Issue 85: Monit...  » 
Photo by Adam Winger on Unsplash
-as-a-service (SaaS) services are slowing down their applications. An E2E monitoring solution periodically monitors the application and logs the response times determined in the process. The reports produced ... Your web server is running perfectly according to Nagios, but is it delivering the intended user experience? End-to-end monitoring lets you know whether your application is performing as expected. ... From Start to Finish
55%
What to Know Before Moving into HPC
08.04.2025
Home »  Articles  » 
After learning Linux , it’s time to learn some HPC - specific concepts and commands. ... into the experimental server from a different system at home, if you have one. This could be a Windows laptop, another Linux system, or a Mac system. For Windows, install something called MobaXterm, which gives you ... After learning Linux , it’s time to learn some HPC - specific concepts and commands.

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