{"id":30460,"date":"2023-12-22T22:34:00","date_gmt":"2023-12-22T20:34:00","guid":{"rendered":"https:\/\/optimasoftware.ro\/?p=30460"},"modified":"2024-07-18T11:28:03","modified_gmt":"2024-07-18T09:28:03","slug":"facilitarea-antrenarii-modelelor-cu-tehnici-automatizate","status":"publish","type":"post","link":"https:\/\/optimasoftware.ro\/en\/facilitarea-antrenarii-modelelor-cu-tehnici-automatizate\/","title":{"rendered":"Facilitating model training with automated techniques"},"content":{"rendered":"<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1280\" height=\"853\" src=\"https:\/\/optimasoftware.ro\/wp-content\/uploads\/2024\/03\/network-internet-web-3484139.jpg\" alt=\"network, internet, web-3484139.jpg\" class=\"wp-image-12086\" style=\"aspect-ratio:16\/9;object-fit:cover\" srcset=\"https:\/\/optimasoftware.ro\/wp-content\/uploads\/2024\/03\/network-internet-web-3484139.jpg 1280w, https:\/\/optimasoftware.ro\/wp-content\/uploads\/2024\/03\/network-internet-web-3484139-300x200.jpg 300w, https:\/\/optimasoftware.ro\/wp-content\/uploads\/2024\/03\/network-internet-web-3484139-1024x682.jpg 1024w, https:\/\/optimasoftware.ro\/wp-content\/uploads\/2024\/03\/network-internet-web-3484139-768x512.jpg 768w, https:\/\/optimasoftware.ro\/wp-content\/uploads\/2024\/03\/network-internet-web-3484139-18x12.jpg 18w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><\/figure>\n\n\n\n<h5 class=\"wp-block-heading\"><strong>Publication notice<\/strong>: Studia Universitatis Babe\u0219-Bolyai Informatica<\/h5>\n\n\n\n<h5 class=\"wp-block-heading\"><strong>Magazine:<\/strong> Studia Universitatis Babe\u0219-Bolyai Informatica<\/h5>\n\n\n\n<p>We are pleased to announce the recent publication of research done by our partner in the DataSeer project, University Babe\u0219-Bolyai, in Studia Universitatis Babe\u0219-Bolyai Informatica. This paper introduces a generic architecture for automating the entire AI model training pipeline, from data preparation to model deployment. Utilizing Microsoft Azure Machine Learning\u2019s CI\/CD tools, automated techniques were integrated into production applications. The practical experiment highlights the effectiveness and adaptability of this approach, which was successfully integrated into DataSeer, designed for industrial forecasting.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.cs.ubbcluj.ro\/~studia-i\/journal\/journal\/article\/view\/93\">More<\/a><\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Suntem bucuro\u0219i s\u0103 anun\u021b\u0103m publicarea recent\u0103 a unui articol de cercetare de c\u0103tre partenerul nostru, Universitatea Babe\u0219-Bolyai \u00een cadrul proiectului Optimal DataSeer, \u00een Studia Universitatis Babe\u0219-Bolyai Informatica.<\/p>","protected":false},"author":1,"featured_media":12086,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"postBodyMargin":[],"postBodyPadding":[],"postBodyBackground":{"backgroundType":"classic","gradient":""},"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"boxed","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"enabled","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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