{"id":18296,"date":"2022-12-15T10:01:43","date_gmt":"2022-12-15T09:01:43","guid":{"rendered":"https:\/\/www.organisator.ch\/?p=18296"},"modified":"2022-12-15T10:01:43","modified_gmt":"2022-12-15T09:01:43","slug":"warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden","status":"publish","type":"post","link":"https:\/\/www.organisator.ch\/it\/operational-excellence\/2022-12-15\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\/","title":{"rendered":"Perch\u00e9 le aziende industriali si affideranno sempre pi\u00f9 al machine learning nel 2023"},"content":{"rendered":"<figure id=\"attachment_18297\" aria-describedby=\"caption-attachment-18297\" style=\"width: 680px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-18297\" src=\"https:\/\/www.organisator.ch\/wp-content\/uploads\/2022\/12\/Warum-Industriebetriebe-2023-verstaerkt-auf-Machine-Learning-setzen-werden_Organisator.jpg\" alt=\"\" width=\"680\" height=\"510\" srcset=\"https:\/\/www.organisator.ch\/wp-content\/uploads\/2022\/12\/Warum-Industriebetriebe-2023-verstaerkt-auf-Machine-Learning-setzen-werden_Organisator.jpg 680w, https:\/\/www.organisator.ch\/wp-content\/uploads\/2022\/12\/Warum-Industriebetriebe-2023-verstaerkt-auf-Machine-Learning-setzen-werden_Organisator-16x12.jpg 16w, https:\/\/www.organisator.ch\/wp-content\/uploads\/2022\/12\/Warum-Industriebetriebe-2023-verstaerkt-auf-Machine-Learning-setzen-werden_Organisator-375x281.jpg 375w, https:\/\/www.organisator.ch\/wp-content\/uploads\/2022\/12\/Warum-Industriebetriebe-2023-verstaerkt-auf-Machine-Learning-setzen-werden_Organisator-467x350.jpg 467w\" sizes=\"auto, (max-width: 680px) 100vw, 680px\" \/><figcaption id=\"caption-attachment-18297\" class=\"wp-caption-text\">Ottenere il meglio dai dati: il Machine Learning diventer\u00e0 ancora pi\u00f9 importante nelle aziende industriali nel prossimo anno. (Immagine: Unsplash.com)<\/figcaption><\/figure>\n<p>L'apprendimento automatico \u00e8 stato pubblicizzato in passato nel settore. Tuttavia, la realt\u00e0 \u00e8 stata finora inferiore alle aspettative. La tecnologia \u00e8 certamente utilizzata nella produzione, ma la sua diffusione \u00e8 molto ritardata. Secondo LeanBI, azienda svizzera specializzata in applicazioni di data science che sviluppa soluzioni personalizzate di analisi dei dati basate sull'intelligenza artificiale, questa situazione \u00e8 destinata a cambiare. Sono quattro i motivi principali per cui le aziende industriali si affideranno sempre pi\u00f9 al machine learning nel 2023.<\/p>\n<ol>\n<li><strong><em> Fattori ambientali volatili<\/em><\/strong>. Le crisi globali causano ritardi nelle consegne dei materiali di produzione e rendono difficili le previsioni di vendita. Se le aziende industriali vogliono tenere conto di tutti i fattori di influenza, la loro pianificazione aziendale diventa molto complessa. Questa complessit\u00e0 pu\u00f2 essere gestita solo con l'aiuto di sistemi di apprendimento automatico. Possono aiutare in modo significativo le aziende a prevedere gli sviluppi e a tenere conto di un'ampia variet\u00e0 di scenari, garantendo cos\u00ec una consegna affidabile ai clienti finali.<\/li>\n<li><strong><em> Produzione personalizzata.<\/em><\/strong> I lotti delle aziende industriali stanno diventando sempre pi\u00f9 piccoli perch\u00e9 i clienti si aspettano sempre pi\u00f9 soluzioni di prodotto individuali. Per far fronte a questo sviluppo, devono aumentare le prestazioni dei loro processi produttivi. Pertanto, le aziende industriali implementeranno sempre pi\u00f9 applicazioni di manutenzione predittiva e di qualit\u00e0 predittiva. Permettono di evitare fermi macchina non programmati e la creazione di scarti grazie a interventi tempestivi, ottimizzando cos\u00ec l'efficienza complessiva delle apparecchiature.<\/li>\n<li><strong><em> Scarsit\u00e0 di energia e ESG<\/em><\/strong>. L'attuale carenza di energia rimarr\u00e0 la normalit\u00e0 per il prossimo futuro. Le aziende industriali sono quindi costrette a rendere le loro produzioni il pi\u00f9 possibile efficienti dal punto di vista energetico. I sistemi di apprendimento automatico consentono di misurare e analizzare il consumo energetico online e di tenerne conto nella pianificazione della produzione. La raccolta di dati energetici consente inoltre di soddisfare i crescenti requisiti ESG (Environment, Social, Governance). Possono, ad esempio, dotare i loro prodotti di etichette ambientali ed energetiche o, storicizzando i dati, fornire in qualsiasi momento una prova tracciabile della conformit\u00e0 ESG.<\/li>\n<li><strong><em> Cambiamento demografico<\/em><\/strong>. La forza lavoro sta invecchiando, molti dipendenti andranno presto in pensione e non potranno essere adeguatamente sostituiti a causa della carenza di lavoratori qualificati. Le aziende industriali stanno quindi perdendo un prezioso know-how per la gestione delle macchine. In molti processi produttivi, i fattori di influenza come i materiali sono soggetti a forti fluttuazioni che non possono essere assorbite da una ricetta. Pertanto, gli operatori delle macchine livellano queste fluttuazioni attraverso interventi di processo basati su anni di esperienza. Per evitare che questo know-how vada perso, le aziende cercheranno di portarlo direttamente alle macchine. Gli approcci speciali di apprendimento automatico basati sulle ontologie, come le reti bayesiane, sono i pi\u00f9 adatti a questo scopo.<\/li>\n<\/ol>\n<p>\"L'apprendimento automatico pu\u00f2 fornire la risposta migliore a molte sfide che le aziende industriali devono affrontare\", spiega Marc Tesch, proprietario e CEO di LeanBI. \"Le condizioni sono favorevoli, perch\u00e9 negli ultimi anni molte aziende hanno gi\u00e0 lavorato per dotare le loro macchine di sensori per la raccolta dei dati attraverso il retrofitting digitale, mettendo in rete le macchine e portando i dati nel cloud. Ora possono fare il passo successivo e analizzare con profitto i loro dati con algoritmi di apprendimento automatico\".<\/p>\n<p><em>Fonte: <a href=\"http:\/\/www.leanbi.ch\">LeanBI<\/a><\/em><\/p>","protected":false},"excerpt":{"rendered":"<p>Machine Learning wurde in der Industrie in der Vergangenheit regelrecht gehypt. Die Realit\u00e4t ist aber bislang hinter den Erwartungen zur\u00fcckgeblieben. Die Technologie kommt zwar in der Produktion durchaus zum Einsatz, verbreitet sich dort aber nur stark verz\u00f6gert. Nach Ansicht von LeanBI, einem Schweizer Spezialisten f\u00fcr Data-Science-Anwendungen, der auf Basis von K\u00fcnstlicher Intelligenz massgeschneiderte Datenanalyse-L\u00f6sungen entwickelt, [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":18297,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_yoast_wpseo_focuskw":"Machine Learning","_yoast_wpseo_metadesc":"Der Schweizer Data-Science-Spezialist LeanBI erl\u00e4utert, warum sich Industrieunternehmen immer ernsthafter f\u00fcr Machine Learning interessieren.","articlekey":"","footnotes":""},"categories":[582],"tags":[104,156,1657],"class_list":["post-18296","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-operational-excellence","tag-business-intelligence","tag-digitalisierung","tag-machine-learning"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Warum Industriebetriebe 2023 verst\u00e4rkt auf Machine Learning setzen werden - Organisator<\/title>\n<meta name=\"description\" content=\"Der Schweizer Data-Science-Spezialist LeanBI erl\u00e4utert, warum sich Industrieunternehmen immer ernsthafter f\u00fcr Machine Learning interessieren.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.organisator.ch\/it\/eccellenza-operativa\/2022-12-15\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Warum Industriebetriebe 2023 verst\u00e4rkt auf Machine Learning setzen werden\" \/>\n<meta property=\"og:description\" content=\"Der Schweizer Data-Science-Spezialist LeanBI erl\u00e4utert, warum sich Industrieunternehmen immer ernsthafter f\u00fcr Machine Learning interessieren.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.organisator.ch\/it\/eccellenza-operativa\/2022-12-15\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\/\" \/>\n<meta property=\"og:site_name\" content=\"Organisator\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/OrganisatorFachmagazin\" \/>\n<meta property=\"article:published_time\" content=\"2022-12-15T09:01:43+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.organisator.ch\/wp-content\/uploads\/2022\/12\/Warum-Industriebetriebe-2023-verstaerkt-auf-Machine-Learning-setzen-werden_Organisator.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"680\" \/>\n\t<meta property=\"og:image:height\" content=\"510\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"thomas.berner\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"Warum #Industriebetriebe 2023 verst\u00e4rkt auf #MachineLearning setzen werden\" \/>\n<meta name=\"twitter:description\" content=\"Der Schweizer #Data-Science-Spezialist #LeanBI erl\u00e4utert, warum sich #Industrieunternehmen immer ernsthafter f\u00fcr #MachineLearning interessieren.\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/www.organisator.ch\/wp-content\/uploads\/2022\/12\/Warum-Industriebetriebe-2023-verstaerkt-auf-Machine-Learning-setzen-werden_Organisator.jpg\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.organisator.ch\\\/operational-excellence\\\/2022-12-15\\\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.organisator.ch\\\/operational-excellence\\\/2022-12-15\\\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\\\/\"},\"author\":{\"name\":\"thomas.berner\",\"@id\":\"https:\\\/\\\/www.organisator.ch\\\/#\\\/schema\\\/person\\\/6f650f90b2842cd4c0cc334b4e36f67e\"},\"headline\":\"Warum Industriebetriebe 2023 verst\u00e4rkt auf Machine Learning setzen werden\",\"datePublished\":\"2022-12-15T09:01:43+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.organisator.ch\\\/operational-excellence\\\/2022-12-15\\\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\\\/\"},\"wordCount\":516,\"publisher\":{\"@id\":\"https:\\\/\\\/www.organisator.ch\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.organisator.ch\\\/operational-excellence\\\/2022-12-15\\\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.organisator.ch\\\/wp-content\\\/uploads\\\/2022\\\/12\\\/Warum-Industriebetriebe-2023-verstaerkt-auf-Machine-Learning-setzen-werden_Organisator.jpg\",\"keywords\":[\"Business Intelligence\",\"Digitalisierung\",\"Machine Learning\"],\"articleSection\":[\"OPERATIONAL EXCELLENCE\"],\"inLanguage\":\"it-IT\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.organisator.ch\\\/operational-excellence\\\/2022-12-15\\\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\\\/\",\"url\":\"https:\\\/\\\/www.organisator.ch\\\/operational-excellence\\\/2022-12-15\\\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\\\/\",\"name\":\"Warum Industriebetriebe 2023 verst\u00e4rkt auf Machine Learning setzen werden - Organisator\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.organisator.ch\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.organisator.ch\\\/operational-excellence\\\/2022-12-15\\\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.organisator.ch\\\/operational-excellence\\\/2022-12-15\\\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.organisator.ch\\\/wp-content\\\/uploads\\\/2022\\\/12\\\/Warum-Industriebetriebe-2023-verstaerkt-auf-Machine-Learning-setzen-werden_Organisator.jpg\",\"datePublished\":\"2022-12-15T09:01:43+00:00\",\"description\":\"Der Schweizer Data-Science-Spezialist LeanBI erl\u00e4utert, warum sich Industrieunternehmen immer ernsthafter f\u00fcr Machine Learning interessieren.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.organisator.ch\\\/operational-excellence\\\/2022-12-15\\\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\\\/#breadcrumb\"},\"inLanguage\":\"it-IT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.organisator.ch\\\/operational-excellence\\\/2022-12-15\\\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"it-IT\",\"@id\":\"https:\\\/\\\/www.organisator.ch\\\/operational-excellence\\\/2022-12-15\\\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.organisator.ch\\\/wp-content\\\/uploads\\\/2022\\\/12\\\/Warum-Industriebetriebe-2023-verstaerkt-auf-Machine-Learning-setzen-werden_Organisator.jpg\",\"contentUrl\":\"https:\\\/\\\/www.organisator.ch\\\/wp-content\\\/uploads\\\/2022\\\/12\\\/Warum-Industriebetriebe-2023-verstaerkt-auf-Machine-Learning-setzen-werden_Organisator.jpg\",\"width\":680,\"height\":510,\"caption\":\"Das beste aus Daten herausholen: Machine Learning wird in Industriebetrieben kommendes Jahr noch wichtiger werden. (Bild: Unsplash.com)\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.organisator.ch\\\/operational-excellence\\\/2022-12-15\\\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.organisator.ch\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Warum Industriebetriebe 2023 verst\u00e4rkt auf Machine Learning setzen werden\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.organisator.ch\\\/#website\",\"url\":\"https:\\\/\\\/www.organisator.ch\\\/\",\"name\":\"Organisator\",\"description\":\"Kompetent. Praxisnah. Der ORGANISATOR bereitet in 10 Ausgaben pro Jahr die wesentlichen Themen f\u00fcr F\u00fchrungskr\u00e4fte von KMU auf.\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.organisator.ch\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.organisator.ch\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"it-IT\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.organisator.ch\\\/#organization\",\"name\":\"Organisator\",\"url\":\"https:\\\/\\\/www.organisator.ch\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"it-IT\",\"@id\":\"https:\\\/\\\/www.organisator.ch\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.organisator.ch\\\/wp-content\\\/uploads\\\/2022\\\/01\\\/Logo_Organisator_Website.png\",\"contentUrl\":\"https:\\\/\\\/www.organisator.ch\\\/wp-content\\\/uploads\\\/2022\\\/01\\\/Logo_Organisator_Website.png\",\"width\":800,\"height\":77,\"caption\":\"Organisator\"},\"image\":{\"@id\":\"https:\\\/\\\/www.organisator.ch\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/OrganisatorFachmagazin\",\"https:\\\/\\\/www.linkedin.com\\\/showcase\\\/organisator-das-magazin-fr-kmu\",\"https:\\\/\\\/www.xing.com\\\/news\\\/pages\\\/organisator-ch-695\",\"https:\\\/\\\/www.youtube.com\\\/channel\\\/UCGP2Sq0iWaZwT3BdIAQFYpw\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.organisator.ch\\\/#\\\/schema\\\/person\\\/6f650f90b2842cd4c0cc334b4e36f67e\",\"name\":\"thomas.berner\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"it-IT\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/ac5001d2a36cb6c6cd3e50789007ffca834b477b74a2144564522e944eabff61?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/ac5001d2a36cb6c6cd3e50789007ffca834b477b74a2144564522e944eabff61?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/ac5001d2a36cb6c6cd3e50789007ffca834b477b74a2144564522e944eabff61?s=96&d=mm&r=g\",\"caption\":\"thomas.berner\"},\"url\":\"https:\\\/\\\/www.organisator.ch\\\/it\\\/author\\\/thomas-berner\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Perch\u00e9 le aziende industriali si affideranno sempre pi\u00f9 al machine learning nel 2023 - Organizzatore","description":"Lo specialista svizzero di data science LeanBI spiega perch\u00e9 le aziende industriali si stanno interessando pi\u00f9 seriamente al machine learning.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.organisator.ch\/it\/eccellenza-operativa\/2022-12-15\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\/","og_locale":"it_IT","og_type":"article","og_title":"Warum Industriebetriebe 2023 verst\u00e4rkt auf Machine Learning setzen werden","og_description":"Der Schweizer Data-Science-Spezialist LeanBI erl\u00e4utert, warum sich Industrieunternehmen immer ernsthafter f\u00fcr Machine Learning interessieren.","og_url":"https:\/\/www.organisator.ch\/it\/eccellenza-operativa\/2022-12-15\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\/","og_site_name":"Organisator","article_publisher":"https:\/\/www.facebook.com\/OrganisatorFachmagazin","article_published_time":"2022-12-15T09:01:43+00:00","og_image":[{"width":680,"height":510,"url":"https:\/\/www.organisator.ch\/wp-content\/uploads\/2022\/12\/Warum-Industriebetriebe-2023-verstaerkt-auf-Machine-Learning-setzen-werden_Organisator.jpg","type":"image\/jpeg"}],"author":"thomas.berner","twitter_card":"summary_large_image","twitter_title":"Warum #Industriebetriebe 2023 verst\u00e4rkt auf #MachineLearning setzen werden","twitter_description":"Der Schweizer #Data-Science-Spezialist #LeanBI erl\u00e4utert, warum sich #Industrieunternehmen immer ernsthafter f\u00fcr #MachineLearning interessieren.","twitter_image":"https:\/\/www.organisator.ch\/wp-content\/uploads\/2022\/12\/Warum-Industriebetriebe-2023-verstaerkt-auf-Machine-Learning-setzen-werden_Organisator.jpg","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.organisator.ch\/operational-excellence\/2022-12-15\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\/#article","isPartOf":{"@id":"https:\/\/www.organisator.ch\/operational-excellence\/2022-12-15\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\/"},"author":{"name":"thomas.berner","@id":"https:\/\/www.organisator.ch\/#\/schema\/person\/6f650f90b2842cd4c0cc334b4e36f67e"},"headline":"Warum Industriebetriebe 2023 verst\u00e4rkt auf Machine Learning setzen werden","datePublished":"2022-12-15T09:01:43+00:00","mainEntityOfPage":{"@id":"https:\/\/www.organisator.ch\/operational-excellence\/2022-12-15\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\/"},"wordCount":516,"publisher":{"@id":"https:\/\/www.organisator.ch\/#organization"},"image":{"@id":"https:\/\/www.organisator.ch\/operational-excellence\/2022-12-15\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\/#primaryimage"},"thumbnailUrl":"https:\/\/www.organisator.ch\/wp-content\/uploads\/2022\/12\/Warum-Industriebetriebe-2023-verstaerkt-auf-Machine-Learning-setzen-werden_Organisator.jpg","keywords":["Business Intelligence","Digitalisierung","Machine Learning"],"articleSection":["OPERATIONAL EXCELLENCE"],"inLanguage":"it-IT"},{"@type":"WebPage","@id":"https:\/\/www.organisator.ch\/operational-excellence\/2022-12-15\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\/","url":"https:\/\/www.organisator.ch\/operational-excellence\/2022-12-15\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\/","name":"Perch\u00e9 le aziende industriali si affideranno sempre pi\u00f9 al machine learning nel 2023 - Organizzatore","isPartOf":{"@id":"https:\/\/www.organisator.ch\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.organisator.ch\/operational-excellence\/2022-12-15\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\/#primaryimage"},"image":{"@id":"https:\/\/www.organisator.ch\/operational-excellence\/2022-12-15\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\/#primaryimage"},"thumbnailUrl":"https:\/\/www.organisator.ch\/wp-content\/uploads\/2022\/12\/Warum-Industriebetriebe-2023-verstaerkt-auf-Machine-Learning-setzen-werden_Organisator.jpg","datePublished":"2022-12-15T09:01:43+00:00","description":"Lo specialista svizzero di data science LeanBI spiega perch\u00e9 le aziende industriali si stanno interessando pi\u00f9 seriamente al machine learning.","breadcrumb":{"@id":"https:\/\/www.organisator.ch\/operational-excellence\/2022-12-15\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\/#breadcrumb"},"inLanguage":"it-IT","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.organisator.ch\/operational-excellence\/2022-12-15\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\/"]}]},{"@type":"ImageObject","inLanguage":"it-IT","@id":"https:\/\/www.organisator.ch\/operational-excellence\/2022-12-15\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\/#primaryimage","url":"https:\/\/www.organisator.ch\/wp-content\/uploads\/2022\/12\/Warum-Industriebetriebe-2023-verstaerkt-auf-Machine-Learning-setzen-werden_Organisator.jpg","contentUrl":"https:\/\/www.organisator.ch\/wp-content\/uploads\/2022\/12\/Warum-Industriebetriebe-2023-verstaerkt-auf-Machine-Learning-setzen-werden_Organisator.jpg","width":680,"height":510,"caption":"Das beste aus Daten herausholen: Machine Learning wird in Industriebetrieben kommendes Jahr noch wichtiger werden. (Bild: Unsplash.com)"},{"@type":"BreadcrumbList","@id":"https:\/\/www.organisator.ch\/operational-excellence\/2022-12-15\/warum-industriebetriebe-2023-verstaerkt-auf-machine-learning-setzen-werden\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.organisator.ch\/"},{"@type":"ListItem","position":2,"name":"Warum Industriebetriebe 2023 verst\u00e4rkt auf Machine Learning setzen werden"}]},{"@type":"WebSite","@id":"https:\/\/www.organisator.ch\/#website","url":"https:\/\/www.organisator.ch\/","name":"Organizzatore","description":"Competente. Pratico. In 10 numeri all'anno, ORGANISATOR presenta i temi essenziali per i manager delle PMI.","publisher":{"@id":"https:\/\/www.organisator.ch\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.organisator.ch\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"it-IT"},{"@type":"Organization","@id":"https:\/\/www.organisator.ch\/#organization","name":"Organizzatore","url":"https:\/\/www.organisator.ch\/","logo":{"@type":"ImageObject","inLanguage":"it-IT","@id":"https:\/\/www.organisator.ch\/#\/schema\/logo\/image\/","url":"https:\/\/www.organisator.ch\/wp-content\/uploads\/2022\/01\/Logo_Organisator_Website.png","contentUrl":"https:\/\/www.organisator.ch\/wp-content\/uploads\/2022\/01\/Logo_Organisator_Website.png","width":800,"height":77,"caption":"Organisator"},"image":{"@id":"https:\/\/www.organisator.ch\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/OrganisatorFachmagazin","https:\/\/www.linkedin.com\/showcase\/organisator-das-magazin-fr-kmu","https:\/\/www.xing.com\/news\/pages\/organisator-ch-695","https:\/\/www.youtube.com\/channel\/UCGP2Sq0iWaZwT3BdIAQFYpw"]},{"@type":"Person","@id":"https:\/\/www.organisator.ch\/#\/schema\/person\/6f650f90b2842cd4c0cc334b4e36f67e","name":"Tommaso.berner","image":{"@type":"ImageObject","inLanguage":"it-IT","@id":"https:\/\/secure.gravatar.com\/avatar\/ac5001d2a36cb6c6cd3e50789007ffca834b477b74a2144564522e944eabff61?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/ac5001d2a36cb6c6cd3e50789007ffca834b477b74a2144564522e944eabff61?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/ac5001d2a36cb6c6cd3e50789007ffca834b477b74a2144564522e944eabff61?s=96&d=mm&r=g","caption":"thomas.berner"},"url":"https:\/\/www.organisator.ch\/it\/author\/thomas-berner\/"}]}},"_links":{"self":[{"href":"https:\/\/www.organisator.ch\/it\/wp-json\/wp\/v2\/posts\/18296","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.organisator.ch\/it\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.organisator.ch\/it\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.organisator.ch\/it\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.organisator.ch\/it\/wp-json\/wp\/v2\/comments?post=18296"}],"version-history":[{"count":1,"href":"https:\/\/www.organisator.ch\/it\/wp-json\/wp\/v2\/posts\/18296\/revisions"}],"predecessor-version":[{"id":18298,"href":"https:\/\/www.organisator.ch\/it\/wp-json\/wp\/v2\/posts\/18296\/revisions\/18298"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.organisator.ch\/it\/wp-json\/wp\/v2\/media\/18297"}],"wp:attachment":[{"href":"https:\/\/www.organisator.ch\/it\/wp-json\/wp\/v2\/media?parent=18296"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.organisator.ch\/it\/wp-json\/wp\/v2\/categories?post=18296"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.organisator.ch\/it\/wp-json\/wp\/v2\/tags?post=18296"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}