{"id":6936,"date":"2022-08-16T13:09:10","date_gmt":"2022-08-16T17:39:10","guid":{"rendered":"https:\/\/www.apps4rent.com\/blog\/?p=6936"},"modified":"2022-08-16T13:09:14","modified_gmt":"2022-08-16T17:39:14","slug":"weka-on-cloud","status":"publish","type":"post","link":"https:\/\/www.apps4rent.com\/blog\/weka-on-cloud\/","title":{"rendered":"Using Weka, a GUI-Based ML\/AI Program on the Cloud"},"content":{"rendered":"<p>For someone who does not like working or working on command line interfaces or hasn\u2019t coded for a while, Weka, a GUI-based program provides the easiest transition into the world of deep learning, machine learning, and artificial intelligence. It\u2019s basically a collection of machine learning algorithms for solving real-world data mining problems.<\/p>\n<p>Weka is written in Java and runs on any platform (Windows, Mac, Linux, etc.). The algorithms can either be applied directly to a dataset or called from your own Java code. Weka comes with algorithms for machine learning, data mining, preprocessing, classification, regression, clustering, association rules, and attribute selection.<\/p>\n<h2 style=\"font-size: 24px;\">Advantages of Using Weka Over Other Popular, Mostly CLI Interfaces<\/h2>\n<ul>\n<li style=\"margin-bottom: 10px;\">Free availability under the GNU License.<\/li>\n<li style=\"margin-bottom: 10px;\">Since it is written in Java, it runs on almost any modern computing platform.<\/li>\n<li style=\"margin-bottom: 10px;\">A vast collection of data preprocessing and modeling algorithms.<\/li>\n<li style=\"margin-bottom: 10px;\">Ease of use due to its graphical user interfaces.<\/li>\n<\/ul>\n<h3 style=\"font-size: 22px;\">Getting Started<\/h3>\n<p>Download Weka from the official website. Here I have downloaded the package for Windows OS.<br \/>\nRight-click the downloaded file and select \u201cRun as administrator\u201d.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-6938\" src=\"https:\/\/www.apps4rent.com\/blog\/wp-content\/uploads\/2022\/08\/1-2.png\" alt=\"\" width=\"329\" height=\"114\" srcset=\"https:\/\/www.apps4rent.com\/blog\/wp-content\/uploads\/2022\/08\/1-2.png 329w, https:\/\/www.apps4rent.com\/blog\/wp-content\/uploads\/2022\/08\/1-2-300x104.png 300w\" sizes=\"auto, (max-width: 329px) 100vw, 329px\" \/><\/p>\n<p>Accept the licensing agreement.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-6939\" src=\"https:\/\/www.apps4rent.com\/blog\/wp-content\/uploads\/2022\/08\/2-2.png\" alt=\"\" width=\"498\" height=\"382\" srcset=\"https:\/\/www.apps4rent.com\/blog\/wp-content\/uploads\/2022\/08\/2-2.png 498w, https:\/\/www.apps4rent.com\/blog\/wp-content\/uploads\/2022\/08\/2-2-300x230.png 300w\" sizes=\"auto, (max-width: 498px) 100vw, 498px\" \/><\/p>\n<p>Click on Next.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-6940\" src=\"https:\/\/www.apps4rent.com\/blog\/wp-content\/uploads\/2022\/08\/3-1.png\" alt=\"\" width=\"497\" height=\"385\" srcset=\"https:\/\/www.apps4rent.com\/blog\/wp-content\/uploads\/2022\/08\/3-1.png 497w, https:\/\/www.apps4rent.com\/blog\/wp-content\/uploads\/2022\/08\/3-1-300x232.png 300w\" sizes=\"auto, (max-width: 497px) 100vw, 497px\" \/><\/p>\n<p>Keep the default folder as is and click on Next.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-6942\" src=\"https:\/\/www.apps4rent.com\/blog\/wp-content\/uploads\/2022\/08\/4.png\" alt=\"\" width=\"498\" height=\"384\" srcset=\"https:\/\/www.apps4rent.com\/blog\/wp-content\/uploads\/2022\/08\/4.png 498w, https:\/\/www.apps4rent.com\/blog\/wp-content\/uploads\/2022\/08\/4-300x231.png 300w\" sizes=\"auto, (max-width: 498px) 100vw, 498px\" \/><\/p>\n<p>Click on Install.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-6941\" src=\"https:\/\/www.apps4rent.com\/blog\/wp-content\/uploads\/2022\/08\/5.png\" alt=\"\" width=\"492\" height=\"383\" srcset=\"https:\/\/www.apps4rent.com\/blog\/wp-content\/uploads\/2022\/08\/5.png 492w, https:\/\/www.apps4rent.com\/blog\/wp-content\/uploads\/2022\/08\/5-300x234.png 300w\" sizes=\"auto, (max-width: 492px) 100vw, 492px\" \/><\/p>\n<p>The package will start the installation.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-6943\" src=\"https:\/\/www.apps4rent.com\/blog\/wp-content\/uploads\/2022\/08\/6.png\" alt=\"\" width=\"500\" height=\"385\" srcset=\"https:\/\/www.apps4rent.com\/blog\/wp-content\/uploads\/2022\/08\/6.png 500w, https:\/\/www.apps4rent.com\/blog\/wp-content\/uploads\/2022\/08\/6-300x231.png 300w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>Once installation completes, click on Next and then click on finish.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-6944\" src=\"https:\/\/www.apps4rent.com\/blog\/wp-content\/uploads\/2022\/08\/7.png\" alt=\"\" width=\"497\" height=\"385\" srcset=\"https:\/\/www.apps4rent.com\/blog\/wp-content\/uploads\/2022\/08\/7.png 497w, https:\/\/www.apps4rent.com\/blog\/wp-content\/uploads\/2022\/08\/7-300x232.png 300w\" sizes=\"auto, (max-width: 497px) 100vw, 497px\" \/><\/p>\n<p>Click on the windows key and in the menu, you will see Weka. Click on the app.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-6945\" src=\"https:\/\/www.apps4rent.com\/blog\/wp-content\/uploads\/2022\/08\/8.png\" alt=\"\" width=\"299\" height=\"115\" \/><\/p>\n<p>The GUI will open, and you are all set to work on your project.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-6946\" src=\"https:\/\/www.apps4rent.com\/blog\/wp-content\/uploads\/2022\/08\/9.png\" alt=\"\" width=\"484\" height=\"340\" srcset=\"https:\/\/www.apps4rent.com\/blog\/wp-content\/uploads\/2022\/08\/9.png 484w, https:\/\/www.apps4rent.com\/blog\/wp-content\/uploads\/2022\/08\/9-300x211.png 300w\" sizes=\"auto, (max-width: 484px) 100vw, 484px\" \/><\/p>\n<p>From here, all you need to do is supply the raw data and select the processing options. There are also many tutorials available with details on each selection.<\/p>\n<h2 style=\"font-size: 24px;\">What Are the Advantages of Working on Weka on Cloud?<\/h2>\n<p>Working on Weka projects on cloud resources can solve many problems associated with running the application on physical desktop computers.<\/p>\n<ul>\n<li style=\"margin-bottom: 10px;\">Resources like number CPUs, RAM\/memory, and storage, are scalable as per requirements.<\/li>\n<li style=\"margin-bottom: 10px;\">It provides remote access to powerful resources for running computing-resource intensive AI\/ML workloads if the project requirement is such.<\/li>\n<li style=\"margin-bottom: 10px;\">You can access Weka on the cloud from anywhere in the world from any desktop\/laptop\/mobile device with internet connectivity.<\/li>\n<li style=\"margin-bottom: 10px;\">It is possible to store large volumes of Weka projects\/databases in the cloud.<\/li>\n<\/ul>\n<h3 style=\"font-size: 22px;\">Apps4Rent Can Help<\/h3>\n<p>Apps4Rent offer virtual\/remote desktops on the cloud which are scalable based on your requirement for hosting Weka. Since the virtual\/remote desktop is on the cloud, it can be accessed from any local PC\/laptop, Windows, or Mac, which has internet connectivity. No configuration change is required on your local PC\/laptop. Call, chat or email our virtual\/remote desktop specialists, available 24\/7 for assistance.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>For someone who does not like working or working on command line interfaces or hasn\u2019t coded for a while, Weka, a GUI-based program provides the easiest transition into the world of deep learning, machine learning, and artificial intelligence. It\u2019s basically a collection of machine learning algorithms for solving real-world data mining problems. Weka is written [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[550,549],"tags":[],"class_list":["post-6936","post","type-post","status-publish","format-standard","hentry","category-cloud-desktop","category-virtual-desktop"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.apps4rent.com\/blog\/wp-json\/wp\/v2\/posts\/6936","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.apps4rent.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.apps4rent.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.apps4rent.com\/blog\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.apps4rent.com\/blog\/wp-json\/wp\/v2\/comments?post=6936"}],"version-history":[{"count":4,"href":"https:\/\/www.apps4rent.com\/blog\/wp-json\/wp\/v2\/posts\/6936\/revisions"}],"predecessor-version":[{"id":6950,"href":"https:\/\/www.apps4rent.com\/blog\/wp-json\/wp\/v2\/posts\/6936\/revisions\/6950"}],"wp:attachment":[{"href":"https:\/\/www.apps4rent.com\/blog\/wp-json\/wp\/v2\/media?parent=6936"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.apps4rent.com\/blog\/wp-json\/wp\/v2\/categories?post=6936"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.apps4rent.com\/blog\/wp-json\/wp\/v2\/tags?post=6936"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}