{"id":1297,"date":"2016-01-06T11:59:21","date_gmt":"2016-01-06T11:59:21","guid":{"rendered":"http:\/\/localhost\/blog\/?p=1297"},"modified":"2019-03-15T15:23:01","modified_gmt":"2019-03-15T15:23:01","slug":"machine-learning-small-businesses","status":"publish","type":"post","link":"https:\/\/www.kolabtree.com\/blog\/it\/machine-learning-small-businesses\/","title":{"rendered":"Specialisti dell'apprendimento automatico: Come possono aiutare le piccole imprese?"},"content":{"rendered":"

\"Le macchine possono pensare?\"\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 - Alan Turing<\/em><\/p>\n

L'apprendimento automatico, un ramo dell'informatica, si concentra sullo sviluppo di algoritmi che possono \"imparare\" da o adattarsi ai dati e fare previsioni. Come proprietario di una piccola impresa, che non ha prodotti digitali o ha una presenza minima sul web, potresti non essere troppo interessato ai progressi fatti nel campo dell'apprendimento automatico. Tuttavia, recentemente le aziende non digitali, grandi e piccole, stanno utilizzando l'approccio di apprendimento automatico per far progredire i loro affari.<\/p>\n

L'apprendimento automatico ha una vasta gamma di applicazioni, dalle applicazioni digitali come lo sviluppo di videogiochi alle funzioni legate al business come il marketing. Algoritmi di apprendimento automatico<\/a> non deve essere limitato alle grandi aziende o alle aziende basate sul web come Amazon. Come pu\u00f2 un piccolo imprenditore trarre vantaggio dalla consultazione di specialisti di machine learning? Qui discutiamo le tre principali possibilit\u00e0:<\/p>\n

Analisi predittiva:<\/strong> \u00a0Ogni giorno sempre pi\u00f9 dati diventano disponibili man mano che integriamo la tecnologia nella nostra vita; per esempio, i dati dall'uso di dispositivi indossabili o dall'uso dei social media. Con un approccio di machine learning questi dati possono fornire previsioni potenti, che possono aiutare le aziende a pianificare di conseguenza. L'analisi predittiva non \u00e8 limitata ai dati disponibili da fonti esterne. I proprietari di piccole imprese possono utilizzare i loro dati interni e l'approccio di apprendimento automatico per fare previsioni di vendita e, inoltre, identificare i clienti che possono essere a rischio.<\/p>\n

Capire le sottili relazioni tra le variabili:<\/strong> I grandi dati sono dinamici, cio\u00e8 cambiano frequentemente nel tempo. I metodi tradizionali di calcolo impiegheranno pi\u00f9 tempo per scoprire come un fattore pu\u00f2 essere correlato ad altri. Gli algoritmi di apprendimento automatico possono chiarire rapidamente le relazioni di interesse. Per esempio, Airbnb, un'azienda che elenca case vacanze in affitto, appartamenti ecc, era interessata ad offrire un suggerimento di prezzo ai proprietari di immobili in affitto (aka host). Utilizzando i dati dei loro annunci di affitto, Airbnb ha sviluppato un pacchetto di apprendimento automatico chiamato Aerosolve per capire la relazione tra gli annunci di affitto e i prezzi che comandano. Gli host di Airbnb ora beneficiano del consiglio sui prezzi offerto dall'algoritmo di apprendimento automatico di Airbnb.<\/p>\n

Sviluppare nuove applicazioni: <\/strong>Gli algoritmi di apprendimento automatico possono fornire nuove soluzioni interessanti a domande che non potevano avere una risposta prima. Clarifi, una start-up che utilizza algoritmi di apprendimento automatico come la \"tecnica di apprendimento profondo\", ha sviluppato un servizio software che permette ai computer di capire i video. Questo servizio pu\u00f2 far progredire ulteriormente le capacit\u00e0 di business, ad esempio, per pubblicizzare un certo prodotto in un certo momento.<\/p>\n

Anche se qui discutiamo solo tre aree, le possibilit\u00e0 sono infinite. L'apprendimento automatico \u00e8 un campo che si sta evolvendo ed espandendo. Il suo uso non \u00e8 pi\u00f9 limitato alle grandi aziende e i proprietari di piccole imprese possono certamente trarne beneficio. Assumere un esperto di machine learning<\/a> potrebbe essere la prossima decisione commerciale intelligente che prenderete.<\/p>","protected":false},"excerpt":{"rendered":"

\u201cCan machines think?\u201d\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 – Alan Turing Machine learning, a branch of computer science, focuses on developing algorithms that can \u201clearn\u201d from or adapt to the data and make predictions. As a small business owner, who has no digital products or has minimal web presence, you may not be too interested in the advances made in<\/p>\n

Per saperne di pi\u00f9<\/a><\/div>","protected":false},"author":9,"featured_media":1298,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[317],"tags":[101,81,325,195,190,193,191,55,192,194],"acf":[],"yoast_head":"\nMachine Learning Specialists: How can they help small businesses?<\/title>\n<meta name=\"description\" content=\"Machine learning specialists can help small businesses, SMEs and startups by drawing meaningful patterns and using the power of predictive analytics.\" \/>\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.kolabtree.com\/blog\/it\/machine-learning-small-businesses\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Machine Learning Specialists: How can they help small businesses?\" 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