{"id":7782,"date":"2022-11-03T08:46:07","date_gmt":"2022-11-03T11:46:07","guid":{"rendered":"https:\/\/dobleuv.com\/?p=7782"},"modified":"2023-02-27T10:52:45","modified_gmt":"2023-02-27T13:52:45","slug":"machine-learning-e-innovacion-el-caso-amazon","status":"publish","type":"post","link":"https:\/\/dobleuv.com\/en\/machine-learning-e-innovacion-el-caso-amazon\/","title":{"rendered":"Machine learning and innovation: the Amazon case"},"content":{"rendered":"<p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter size-full wp-image-7785\" src=\"https:\/\/dobleuv.com\/wp-content\/uploads\/2022\/11\/Blog-machine-1.png\" alt=\"\" width=\"720\" height=\"576\" srcset=\"https:\/\/dobleuv.com\/wp-content\/uploads\/2022\/11\/Blog-machine-1.png 720w, https:\/\/dobleuv.com\/wp-content\/uploads\/2022\/11\/Blog-machine-1-300x240.png 300w, https:\/\/dobleuv.com\/wp-content\/uploads\/2022\/11\/Blog-machine-1-15x12.png 15w, https:\/\/dobleuv.com\/wp-content\/uploads\/2022\/11\/Blog-machine-1-600x480.png 600w\" sizes=\"(max-width: 720px) 100vw, 720px\" \/><\/p>\n<p id=\"54b0\" class=\"pw-post-body-paragraph jo jp ig jq b jr js jt ju jv jw jx jy jz ka kb kc kd ke kf kg kh ki kj kk kl hz gh\" data-selectable-paragraph=\"\">Perhaps this is the first time you've read about it. But we assure you that you interact with it almost daily. What do we mean?<\/p>\n<p id=\"7b61\" class=\"pw-post-body-paragraph jo jp ig jq b jr js jt ju jv jw jx jy jz ka kb kc kd ke kf kg kh ki kj kk kl hz gh\" data-selectable-paragraph=\"\">Well, I'm sure you get recommendations from YouTube, Netflix or Spotify on a regular basis. And probably more than once they are good recommendations. Maybe you also ask\u00a0<em class=\"km\">Siri<\/em>\u00a0or\u00a0<em class=\"km\">Alexa<\/em>\u00a0something and they answer your questions. Well, behind all this, there is\u00a0<em class=\"km\">machine learning<\/em>.<\/p>\n<p data-selectable-paragraph=\"\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-7783 lazyload\" data-src=\"https:\/\/dobleuv.com\/wp-content\/uploads\/2022\/11\/Blog-machine-2.png\" alt=\"\" width=\"720\" height=\"576\" data-srcset=\"https:\/\/dobleuv.com\/wp-content\/uploads\/2022\/11\/Blog-machine-2.png 720w, https:\/\/dobleuv.com\/wp-content\/uploads\/2022\/11\/Blog-machine-2-300x240.png 300w, https:\/\/dobleuv.com\/wp-content\/uploads\/2022\/11\/Blog-machine-2-15x12.png 15w, https:\/\/dobleuv.com\/wp-content\/uploads\/2022\/11\/Blog-machine-2-600x480.png 600w\" data-sizes=\"(max-width: 720px) 100vw, 720px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 720px; --smush-placeholder-aspect-ratio: 720\/576;\" \/><\/p>\n<p id=\"7d43\" class=\"pw-post-body-paragraph jo jp ig jq b jr js jt ju jv jw jx jy jz ka kb kc kd ke kf kg kh ki kj kk kl hz gh\" data-selectable-paragraph=\"\">Simply put, this is a branch of Artificial Intelligence (AI) that\u00a0<strong class=\"jq ih\">is responsible for converting large amounts of data into computer programs<\/strong>, capable of\u00a0<strong class=\"jq ih\">drawing inferences and providing solutions<\/strong>\u00a0in response. This is a fundamental skill for technology\u00a0<strong class=\"jq ih\">to identify patterns\u00a0<\/strong>and<strong class=\"jq ih\">\u00a0make increasingly accurate predictions.<\/strong>\u00a0.<\/p>\n<h1 id=\"03d9\" class=\"kr ks ig bm kt ku kv kw kx ky kz la lb lc ld le lf lg lh li lj lk ll lm ln lo gh\" data-selectable-paragraph=\"\"><strong class=\"ba\">The Amazon success story<\/strong><\/h1>\n<p id=\"c292\" class=\"pw-post-body-paragraph jo jp ig jq b jr lp jt ju jv lq jx jy jz lr kb kc kd ls kf kg kh lt kj kk kl hz gh\" data-selectable-paragraph=\"\">More than a decade ago, Amazon set out to make\u00a0<em class=\"km\">machine learning<\/em>\u00a0a\u00a0<strong class=\"jq ih\">philosophy\u00a0<\/strong>that cuts across the company. To achieve this, it needed to invest resources, time and effort, and get all its members involved in this challenge. How did they do it?<\/p>\n<p id=\"2dfd\" class=\"pw-post-body-paragraph jo jp ig jq b jr js jt ju jv jw jx jy jz ka kb kc kd ke kf kg kh ki kj kk kl hz gh\" data-selectable-paragraph=\"\">In the first instance, the management team asked each\u00a0<em class=\"km\">team leader<\/em>\u00a0to think about\u00a0<strong class=\"jq ih\">how AI could enhance or bring benefits to their specific area of work<\/strong>\u00a0.<\/p>\n<p id=\"e5ee\" class=\"pw-post-body-paragraph jo jp ig jq b jr js jt ju jv jw jx jy jz ka kb kc kd ke kf kg kh ki kj kk kl hz gh\" data-selectable-paragraph=\"\">Simultaneously, they invited subject matter experts to collaborate on medium- and long-term AI initiatives. They hired data scientists externally and created the Machine Learning University to train their developers.<\/p>\n<p id=\"3c5c\" class=\"pw-post-body-paragraph jo jp ig jq b jr js jt ju jv jw jx jy jz ka kb kc kd ke kf kg kh ki kj kk kl hz gh\" data-selectable-paragraph=\"\">In this way, they created the\u00a0<em class=\"km\">Amazon SageMaker platform<\/em>, which allows them to\u00a0<strong class=\"jq ih\">create, train and deploy machine learning models in the cloud<\/strong>. This tool simplifies the creation of models for developers, making it a more accessible and scalable task.<\/p>\n<p data-selectable-paragraph=\"\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-7784 lazyload\" data-src=\"https:\/\/dobleuv.com\/wp-content\/uploads\/2022\/11\/Blog-machine-3.png\" alt=\"\" width=\"720\" height=\"576\" data-srcset=\"https:\/\/dobleuv.com\/wp-content\/uploads\/2022\/11\/Blog-machine-3.png 720w, https:\/\/dobleuv.com\/wp-content\/uploads\/2022\/11\/Blog-machine-3-300x240.png 300w, https:\/\/dobleuv.com\/wp-content\/uploads\/2022\/11\/Blog-machine-3-15x12.png 15w, https:\/\/dobleuv.com\/wp-content\/uploads\/2022\/11\/Blog-machine-3-600x480.png 600w\" data-sizes=\"(max-width: 720px) 100vw, 720px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 720px; --smush-placeholder-aspect-ratio: 720\/576;\" \/><\/p>\n<p id=\"9207\" class=\"pw-post-body-paragraph jo jp ig jq b jr js jt ju jv jw jx jy jz ka kb kc kd ke kf kg kh ki kj kk kl hz gh\" data-selectable-paragraph=\"\">Thanks to these measures, all of Amazon's departments were in one way or another affected by\u00a0<em class=\"km\">machine learning<\/em>. The AI systems that provide suggestions and offer recommendations to its customers improved exponentially over time.<\/p>\n<p id=\"6656\" class=\"pw-post-body-paragraph jo jp ig jq b jr js jt ju jv jw jx jy jz ka kb kc kd ke kf kg kh ki kj kk kl hz gh\" data-selectable-paragraph=\"\">Amazon can estimate demand for a huge inventory of products. In addition, the sophistication and quality of its predictive models allow the company\u00a0<strong class=\"jq ih\">to meet users' expectations<\/strong>, providing convenience and speed in each shipment. As well as\u00a0<strong class=\"jq ih\">designing more personalized experiences<\/strong>that add value and build customer loyalty.<\/p>\n<p id=\"0fc0\" class=\"pw-post-body-paragraph jo jp ig jq b jr js jt ju jv jw jx jy jz ka kb kc kd ke kf kg kh ki kj kk kl hz gh\" data-selectable-paragraph=\"\">Consolidating as a benchmark in\u00a0<em class=\"km\">machine learning<\/em>\u00a0is not something that is achieved overnight. As we have seen, they were years of investment in technology and research, as well as years of\u00a0<strong class=\"jq ih\">cultural transformation<\/strong>, encouraging their teams to include innovation as a key value, to experiment, develop tolerance to mistakes and get to the desired place.<\/p>","protected":false},"excerpt":{"rendered":"<p>Quiz\u00e1 esta sea la primera vez que leas sobre \u00e9l. Pero te aseguramos que interact\u00faas con \u00e9l casi a diario. \u00bfA qu\u00e9 nos referimos? Pues, seguro recibes recomendaciones de YouTube, Netflix o Spotify de forma habitual. Y probablemente m\u00e1s de una vez sean buenas recomendaciones. Quiz\u00e1 tambi\u00e9n le preguntas algo a\u00a0Siri\u00a0o\u00a0Alexa\u00a0y ellas responden a tus [&hellip;]<\/p>","protected":false},"author":2,"featured_media":7785,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[162],"tags":[],"class_list":["post-7782","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-diseno-ux-ui"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Machine learning e innovaci\u00f3n: el caso Amazon - Dobleuv<\/title>\n<meta name=\"description\" content=\"Te invitamos a leer nuestro art\u00edculo sobre el caso de \u00e9xito de Amazon y su propuesta de Machine learning e innovaci\u00f3n.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dobleuv.com\/en\/machine-learning-e-innovacion-el-caso-amazon\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Machine learning e innovaci\u00f3n: el caso Amazon - 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