{"id":32211,"date":"2019-06-27T18:06:00","date_gmt":"2019-06-27T18:06:00","guid":{"rendered":"https:\/\/www.capgemini.com\/ar-es\/?p=32211"},"modified":"2025-03-28T09:38:30","modified_gmt":"2025-03-28T09:38:30","slug":"mejora-tu-modelo-de-negocio-con-big-data","status":"publish","type":"post","link":"https:\/\/www.capgemini.com\/ar-es\/insights\/expert-perspectives\/mejora-tu-modelo-de-negocio-con-big-data\/","title":{"rendered":"Mejora tu modelo de negocio con big data"},"content":{"rendered":"\n<p><\/p>\n\n\n\n<header class=\"wp-block-cg-blocks-hero-blogs header-hero-blogs\"><div class=\"container\"><div class=\"hero-blogs\"><div class=\"hero-blogs-content-wrapper\"><div class=\"row\"><div class=\"col-12\"><div class=\"header-title\"><h1>Mejora tu modelo de negocio con big data<\/h1><\/div><\/div><\/div><\/div><div class=\"hero-blogs-bottom\"><div class=\"header-author\"><div class=\"author-img\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/ar-es\/wp-content\/uploads\/sites\/9\/2021\/08\/cg-logo-3.png?w=330?w=200&amp;quality=10\" alt=\"\" loading=\"lazy\"\/><\/div><div class=\"author-name-date\"><h5 class=\"author-name\">Capgemini<\/h5><h5 class=\"blog-date\">2019-06-27<\/h5><\/div><\/div><div class=\"brand-image\"> <\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-group undefined section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-1\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/www.capgemini.com\/ar-es\/?p=32211\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"abrir en una nueva ventana\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-tw\"><a href=\"https:\/\/twitter.com\/intent\/tweet?url=https:\/\/www.capgemini.com\/ar-es\/?p=32211&amp;text=\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"abrir en una nueva ventana\"><i aria-hidden=\"true\" class=\"icon-tw\"><\/i><span class=\"sr-only\">Twitter<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/sharing\/share-offsite\/?url=https:\/\/www.capgemini.com\/ar-es\/?p=32211&amp;text=\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"abrir en una nueva ventana\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div class=\"col-12 col-md-11 col-lg-10\"><div class=\"article-text article-quote-text\">\n<h4 class=\"wp-block-heading\" id=\"h-aprende-como-tu-organizacion-puede-aprovechar-el-poder-de-los-datos-para-mejorar-tu-negocio\">Aprende c\u00f3mo tu organizaci\u00f3n puede aprovechar el poder de los datos para mejorar tu negocio<\/h4>\n\n\n\n<p>Leo mucho sobre transformaci\u00f3n digital, Director de datos (CDO), ciencia de datos, aprendizaje profundo, aprendizaje autom\u00e1tico, Internet de las cosas, Blockchain etc. Todos los d\u00edas hay un par de t\u00e9rminos nuevos en el juego: el \u00faltimo que escuch\u00e9 es MLOPS. Hace unos meses, durante la Conferencia de Conversaciones de DevOps en Melbourne, conoc\u00ed este t\u00e9rmino. Sasa Savic, cofundador de Telstra HPSE, acu\u00f1\u00f3 este nuevo t\u00e9rmino al explicar c\u00f3mo la combinaci\u00f3n de aprendizaje autom\u00e1tico y DevOps constituye \u2013 MLOps \u2013 el camino hacia la construcci\u00f3n de servicios inteligentes.<\/p>\n\n\n\n<p>Para continuar con un proyecto de transformaci\u00f3n digital, se necesita trabajar muy de cerca con el negocio. Cuando estaba aprendiendo los conceptos b\u00e1sicos de la ciencia de datos, vi que pod\u00eda mejorar muchos de mis modelos de aprendizaje autom\u00e1tico. T\u00e9cnicamente, tenemos muchas posibilidades de mejorar nuestros modelos incluso mientras las m\u00e9tricas de precisi\u00f3n o validaci\u00f3n est\u00e1n creciendo. Pero si no se usaron las funciones correctas, su puntaje de predicciones no ser\u00e1 v\u00e1lido.<\/p>\n\n\n\n<p>Consideremos el ejemplo del f\u00fatbol. \u00bfQu\u00e9 har\u00edas si tuvieras que predecir la cantidad de usuarios que se conectar\u00e1n a tu plataforma en l\u00ednea? Deber\u00e1s mantener un registro de todos los datos hist\u00f3ricos que obtengas de todas las bases de datos o el lago de datos que se te proporcionaron.<\/p>\n\n\n\n<p>Sin embargo, los datos proporcionados pueden contener mucha informaci\u00f3n innecesaria. Entonces. \u00bfC\u00f3mo se crea un entorno para recuperar los datos correctos? Aqu\u00ed es donde tendr\u00e1s que trabajar con el departamento comercial, y no solo con el departamento de TI, para incluir nuevas herramientas o extraer los datos de este repositorio f\u00edsico a digital.<\/p>\n\n\n\n<p>Consideremos otro escenario en el que deseas construir un modelo de aprendizaje autom\u00e1tico, sobre la cantidad de partidarios que desean consumir un partido de f\u00fatbol a trav\u00e9s de tu plataforma de transmisi\u00f3n. \u00bfCu\u00e1l ser\u00eda el requisito principal para completar este proyecto? Necesitar\u00e1s administrar los datos. Necesitar\u00e1s atributos como la competencia, los equipos participantes, la clasificaci\u00f3n, el nombre y el n\u00famero de jugadores lesionados, la fecha del partido, la rivalidad del equipo, la tradici\u00f3n, el presupuesto, las estrellas y los datos hist\u00f3ricos.<\/p>\n\n\n\n<p>Muchos de estos atributos comentados anteriormente que describen la observaci\u00f3n, no est\u00e1n incluidos en el entorno empresarial. Debe obtenerlos antes y compartirlos con el resto de tus especificaciones para comenzar a construir su mejor modelo. Estoy seguro de que, con las nuevas funciones, su valor de entrop\u00eda ser\u00e1 m\u00e1s bajo que antes, y esto mejorar\u00e1 tu modelo. En los siguientes pasos, puedes limpiar los datos, estandarizar, normalizar y diferenciarlos. Puedes aplicar t\u00e9cnicas como la reducci\u00f3n de dimensi\u00f3n, An\u00e1lisis de componentes principales (PCA) y validaci\u00f3n cruzada.<\/p>\n\n\n\n<p>Otro ejemplo. \u00bfQu\u00e9 sucede si eres musulm\u00e1n y durante el mes sagrado de Ramad\u00e1n recibes un correo electr\u00f3nico de tu restaurante favorito con una recomendaci\u00f3n para el almuerzo? Obviamente, el modelo mencionado anteriormente es inv\u00e1lido. Uno necesita pasar mucho tiempo conociendo las reglas y aplic\u00e1ndolas a sus respectivos negocios. En t\u00e9rminos simples, si no logras traer la mejor versi\u00f3n, tus clientes optan por interrumpirlo.<\/p>\n\n\n\n<p>Uno tiene que entender las reglas comerciales para hablar el mismo idioma que habla el cliente. La incorporaci\u00f3n de estas reglas puede proporcionar a las empresas m\u00e1s experiencia en retener a sus clientes y adquirir nuevos.<\/p>\n\n\n\n<p>Me encantan los datos y la transformaci\u00f3n digital a pesar de problemas como los silos y la resistencia al cambio. Sin embargo, cuando crees en tu propia capacidad y en tu alineaci\u00f3n con tu empresa y tus clientes, tienes muchas posibilidades para tener \u00e9xito.<\/p>\n\n\n\n<p>Para m\u00e1s informaci\u00f3n contact\u00e1nos en connect.mx@capgemini.com<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":336,"featured_media":32212,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[]","cg_seo_canonical_relation":"","cg_seo_hreflang_x_default_relation":"{\"uuid\":\"acd720e4-dbd8-490c-af20-fff4f98dfe3f\",\"blogId\":\"\",\"domain\":\"\",\"sitePath\":\"\",\"postLink\":\"\",\"postId\":null,\"isSaved\":false,\"isCrossLink\":false,\"hasCrossLink\":false}","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":false,"cg_dt_link_disabled":false,"_yoast_wpseo_primary_brand":"","_jetpack_memberships_contains_paid_content":false,"footnotes":"","featured_focal_points":"","jetpack_post_was_ever_published":false},"categories":[1],"tags":[],"brand":[],"service":[162],"industry":[],"partners":[],"blog-topic":[49],"content-group":[],"class_list":["post-32211","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","service-data-ai","blog-topic-data-and-ai"],"yoast_head":"<!-- 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