{"id":51057,"date":"2020-04-09T06:30:11","date_gmt":"2020-04-09T04:30:11","guid":{"rendered":"http:\/\/smeupnew.it\/magazine\/blog\/cose-il-machine-learning-perche-importante\/"},"modified":"2020-04-09T06:30:11","modified_gmt":"2020-04-09T04:30:11","slug":"cose-il-machine-learning-perche-importante","status":"publish","type":"post","link":"https:\/\/www.smeup.com\/magazine\/blog\/cose-il-machine-learning-perche-importante\/","title":{"rendered":"Che cos&#8217;\u00e8 il Machine Learning"},"content":{"rendered":"<h5>Cos&#8217;\u00e8 il Machine Learning?<\/h5>\n<p>Il Machine Learning (ML) \u00e8 l&#8217;area della scienza computazionale che si concentra sull&#8217;analisi e l&#8217;interpretazione di modelli e strutture dei dati per consentire l&#8217;apprendimento, il ragionamento e il processo decisionale al di fuori dell&#8217;interazione umana. In parole povere, il machine learning consente all&#8217;utente di alimentare un algoritmo informatico con un&#8217;immensa quantit\u00e0 di dati e di fare analizzare e formulare raccomandazioni e decisioni basate sui soli dati di input. Se vengono identificate correzioni, l&#8217;algoritmo pu\u00f2 incorporare tali informazioni per migliorare il suo futuro processo decisionale.<\/p>\n<h5>Come funziona il Machine Learning?<\/h5>\n<p>Il machine learning \u00e8 composto da tre parti:<\/p>\n<ul>\n<li>L&#8217;algoritmo computazionale al centro delle decisioni<\/li>\n<li>Variabili e caratteristiche che prendono la decisione<\/li>\n<li>Conoscenze di base per le quali \u00e8 nota la risposta che consente al sistema di apprendere.<\/li>\n<\/ul>\n<p>Inizialmente, al modello vengono forniti i dati dei parametri per i quali \u00e8 nota la risposta. Viene quindi eseguito l&#8217;algoritmo e le modifiche vengono apportate fino a quando l&#8217;output dell&#8217;algoritmo (apprendimento) non concorda con la risposta nota. A questo punto, vengono immesse quantit\u00e0 crescenti di dati per aiutare il sistema ad apprendere ed elaborare decisioni computazionali pi\u00f9 elevate.<\/p>\n<h5>Perch\u00e9 \u00e8 importante il Machine Learning?<\/h5>\n<p>I dati sono la linfa vitale di tutte le attivit\u00e0. Le decisioni basate sui dati fanno sempre pi\u00f9 la differenza tra stare al passo con la concorrenza o restare indietro. L&#8217;apprendimento automatico pu\u00f2 essere la chiave per sbloccare il valore dei dati aziendali e dei clienti e adottare decisioni che mantengano un&#8217;azienda all&#8217;avanguardia rispetto alla concorrenza.<\/p>\n<h5>Casi d&#8217;uso del Machine Learning<\/h5>\n<p>Il machine learning ha applicazioni in tutti i tipi di settori, tra cui produzione, vendita al dettaglio, sanit\u00e0 e scienze, viaggi e ospitalit\u00e0, servizi finanziari ed energia, materie prime e servizi pubblici. I casi d&#8217;uso includono:<\/p>\n<ul>\n<li><strong>Produzione<\/strong>. Manutenzione predittiva e monitoraggio delle condizioni<\/li>\n<li><strong>Sanit\u00e0 e scienze<\/strong>. Identificazione della malattia e soddisfazione del rischio<\/li>\n<li><strong>Viaggi e ospitalit\u00e0<\/strong>. Prezzi dinamici<\/li>\n<li><strong>Servizi finanziari<\/strong>. Analisi e regolamentazione dei rischi<\/li>\n<li><strong>Energia<\/strong>. Domanda di energia e ottimizzazione dell&#8217;offerta<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Il Machine Learning (ML) \u00e8 l\u2019area della scienza computazionale che si concentra sull\u2019analisi e l\u2019interpretazione di modelli e strutture dei dati per consentire l\u2019apprendimento, il ragionamento e il processo decisionale al di fuori dell\u2019interazione umana. In parole povere, il machine learning consente all\u2019utente di alimentare un algoritmo informatico con un\u2019immensa quantit\u00e0 di dati e di fare analizzare e formulare raccomandazioni e decisioni basate sui soli dati di input. Se vengono identificate correzioni, l\u2019algoritmo pu\u00f2 incorporare tali informazioni per migliorare il suo futuro processo decisionale.<\/p>\n","protected":false},"author":1,"featured_media":51058,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[3913],"class_list":["post-51057","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-da-smeup","tag-machine-learning"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Cos&#039;\u00e8 il Machine Learning e perch\u00e8 \u00e8 importante per l&#039;azienda<\/title>\n<meta name=\"description\" content=\"Cos&#039;\u00e8 il Machine Learning? Il Machine Learning (ML) \u00e8 l\u2019area della scienza computazionale che si concentra sull&#039;analisi e l\u2019interpretazione di modelli e strutture dei dati per consentire l\u2019apprendimento, il ragionamento e il processo decisionale al di fuori dell\u2019interazione umana.\" \/>\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.smeup.com\/magazine\/blog\/cose-il-machine-learning-perche-importante\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cos&#039;\u00e8 il Machine Learning e perch\u00e8 \u00e8 importante per l&#039;azienda\" \/>\n<meta property=\"og:description\" content=\"Cos&#039;\u00e8 il Machine Learning? 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