Drupal 8 release on August 1st, 2018 – DRUPAL-PSA-2018-07-30

The Drupal Security Team will be coordinating a security release for Drupal 8 this week on Wednesday, August 1, 2018. (We are issuing this PSA in advance because the in the regular security release window schedule, August 1 would not typically be a core security window.)
The Drupal 8 core release will be made between noon and 3pm EDT. It is rated as moderately critical and will be an update to a vendor library only.
August 1 also remains a normal security release window for contributed projects.

Original URL: https://www.drupal.org/psa-2018-07-30

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How to Setup Jenkins Master and Slave on Ubuntu 18.04 LTS

Jenkins is an automation server with support for many SCM (Source Control Management) systems including Git, SVN, and Mercurial. Jenkins provides hundreds of plugins to automate your project. In this tutorial, we will learn how to set up Jenkins master-slave architecture using the latest Ubuntu version Ubuntu 18.04 LTS. We will learn to set up the Jenkins master server, and then add other Ubuntu nodes as Jenkins slaves.

Original URL: https://www.howtoforge.com/tutorial/ubuntu-jenkins-master-slave/

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How to Install Laravel PHP Web Framework in CentOS

Laravel is a free open source, powerful PHP framework with an expressive and appealing syntax. It has a refined, simple, and readable syntax for developing modern, robust and powerful applications from the ground up….
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Original URL: http://feedproxy.google.com/~r/tecmint/~3/JRXs6vFvo5Y/

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Ubuntu 18.04.1 LTS (Bionic Beaver) Released, Available to Download Now

Ubuntu 18.04.1 LTS is the first of five scheduled point releases that Canonical plans to release for Ubuntu 18.04 LTS (Bionic Beaver), and it includes all the latest software and security updates

Original URL: http://feedproxy.google.com/~r/linuxtoday/linux/~3/APSA1m4ozbQ/ubuntu-18.04.1-lts-bionic-beaver-released-available-to-download-now-180726110507.html

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How to Install and Manage Virtual Machines and Containers

Virtualization and containers are hot topics in today’s IT industry. In this article we will list the necessary tools to manage and configure both in Linux systems. For many decades, virtualization has helped IT…
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Original URL: http://feedproxy.google.com/~r/tecmint/~3/_e5X8cjKjxg/

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Thoughts On Machine Learning Accuracy

This blog shares some brief thoughts on machine learning accuracy and bias.
Let’s start with some comments about a recent ALCU blog in which they run a facial recognition trial. Using Rekognition the ACLU built a face database using 25,000 publicly available arrest photos, and then performed facial similarity searches of that database using public photos of all current members of Congress. They found 28 incorrect matches out of 535, using an 80% confidence level; this is a 5% misidentification (sometimes called ‘false positive’) rate, and a 95% accuracy rate. The ACLU has not published its data set, methodology, or results in detail, so we can only go on what they’ve publicly said. But, here are some thoughts on their claims:
1. The default confidence threshold for Rekognition is 80%, which is good for a broad set of general use cases (such as identifying objects, or celebrities on social media),

Original URL: http://feedproxy.google.com/~r/AmazonWebServicesBlog/~3/ekhNyzqvreU/

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