{"id":18152,"date":"2021-11-17T04:24:51","date_gmt":"2021-11-17T09:24:51","guid":{"rendered":"https:\/\/aptgadget.com\/?p=18152"},"modified":"2021-11-17T04:32:06","modified_gmt":"2021-11-17T09:32:06","slug":"how-machine-learning-changing-trading","status":"publish","type":"post","link":"https:\/\/aptgadget.com\/es\/how-machine-learning-changing-trading\/","title":{"rendered":"C\u00f3mo el aprendizaje autom\u00e1tico est\u00e1 cambiando el sector del comercio"},"content":{"rendered":"<p>Se ha demostrado que el aprendizaje autom\u00e1tico tiene un impacto significativo en el sector del trading. De hecho, muchos grandes bancos y fondos de cobertura est\u00e1n utilizando herramientas de aprendizaje autom\u00e1tico para diversos fines, desde la generaci\u00f3n de asesoramiento de inversi\u00f3n hasta la predicci\u00f3n de futuros movimientos del mercado. La capacidad de estos modelos o sistemas para hacer predicciones se basa en los datos de entrada que se les introducen, que utilizan como base para su toma de decisiones. Cuantos m\u00e1s datos se introduzcan en estos modelos, m\u00e1s posibilidades tendr\u00e1n de hacer predicciones precisas sobre acontecimientos pasados y futuros.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u00bfC\u00f3mo funciona el aprendizaje autom\u00e1tico?<\/strong><\/h2>\n\n\n\n<p>El aprendizaje autom\u00e1tico es un subcampo de la inteligencia artificial relacionado con el an\u00e1lisis de datos. Ofrece la oportunidad de abordar problemas dif\u00edciles de resolver mediante m\u00e9todos de programaci\u00f3n tradicionales. El aprendizaje autom\u00e1tico puede utilizarse para la predicci\u00f3n, la clasificaci\u00f3n y el reconocimiento. El aprendizaje autom\u00e1tico es importante porque ofrece una alternativa a los m\u00e9todos de programaci\u00f3n tradicionales, que no son tan eficaces a la hora de tratar grandes conjuntos de datos. Tambi\u00e9n ofrece una mayor precisi\u00f3n en las tareas de predicci\u00f3n y clasificaci\u00f3n que la programaci\u00f3n tradicional. La importancia del aprendizaje autom\u00e1tico radica en que aborda problemas dif\u00edciles de resolver con los m\u00e9todos de programaci\u00f3n tradicionales. Hoy en d\u00eda se ha introducido en muchos aspectos de la vida, desde nuestras redes sociales hasta nuestros sistemas de calefacci\u00f3n.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>C\u00f3mo la tecnolog\u00eda y los datos est\u00e1n revolucionando el mundo de la negociaci\u00f3n de opciones<\/strong><\/h2>\n\n\n\n<p>En 1967, un hombre llamado <a href=\"http:\/\/www.edwardothorp.com\/\" target=\"_blank\" rel=\"noopener\">Ed Thorp<\/a> public\u00f3 un libro sobre el tema de las operaciones burs\u00e1tiles titulado Beat The Market: Un sistema burs\u00e1til cient\u00edfico. Este libro ayud\u00f3 a la gente a entender qu\u00e9 era la probabilidad y c\u00f3mo utilizarla para hacer conjeturas educadas sobre sus apuestas. La llegada de las tecnolog\u00edas avanzadas ha hecho posible que la gente opere con opciones a distancia sin necesidad de acudir f\u00edsicamente a una oficina o sucursal. Este es un ejemplo de c\u00f3mo los datos han cambiado a mejor el mundo de la negociaci\u00f3n de opciones. La tecnolog\u00eda y los datos est\u00e1n transformando el mundo del trading. La tecnolog\u00eda ha permitido a los operadores aprovechar conjuntos de datos masivos para encontrar nuevas oportunidades de negociaci\u00f3n. Los datos se utilizan ahora <a href=\"https:\/\/aptgadget.com\/es\/best-data-recovery-software\/\">en diversas aplicaciones<\/a>Los datos tambi\u00e9n se utilizan para proteger contra la manipulaci\u00f3n del mercado, identificando operaciones an\u00f3malas que puedan formar parte de un plan m\u00e1s amplio. Los datos tambi\u00e9n se utilizan para protegerse contra la manipulaci\u00f3n del mercado, identificando operaciones an\u00f3malas que puedan formar parte de un plan m\u00e1s amplio.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Aprendizaje autom\u00e1tico y mercados de divisas<\/strong><\/h2>\n\n\n\n<p>En el mundo moderno, los mercados de divisas se han visto afectados por <a href=\"https:\/\/aptgadget.com\/es\/ai-preforming-better-humans\/\">inteligencia artificial<\/a> y por el aprendizaje autom\u00e1tico. La IA se ha utilizado de diversas formas, desde el an\u00e1lisis de grandes datos para tomar decisiones hasta el desarrollo de un sistema capaz de analizar patrones y anticipar tendencias. Los operadores pueden teclear patrones de datos espec\u00edficos y <a href=\"https:\/\/www.forex.com\/en-us\/\" target=\"_blank\" rel=\"noopener\">informaci\u00f3n sobre el comercio de divisas en d\u00f3lares estadounidenses<\/a> como ejemplo, lo que puede llevarles a obtener resultados rentables. El mercado de divisas es un mercado mundial de materias primas en el que se negocian instrumentos financieros. Se trata de un mercado extraburs\u00e1til en el que los participantes negocian a trav\u00e9s de agentes y corredores de distintos pa\u00edses. Est\u00e1 abierto las 24 horas del d\u00eda, cinco d\u00edas a la semana, y se negocia en directo en cadenas de televisi\u00f3n de todo el mundo, as\u00ed como a trav\u00e9s de diversos recursos en l\u00ednea. En este mercado se puede negociar con otras divisas contra la moneda local o negociar otros activos internacionales como el oro o el petr\u00f3leo contra la moneda local. Otra aplicaci\u00f3n del aprendizaje autom\u00e1tico en los mercados financieros tiene que ver con el an\u00e1lisis del sentimiento, en el que las se\u00f1ales de sentimiento se generan analizando los datos de las redes sociales y otras fuentes de datos textuales, como informes de noticias y sitios web de empresas.<\/p>","protected":false},"excerpt":{"rendered":"<p>Machine learning has been shown to have a significant impact on the trading industry. In fact, many major banks and hedge funds are using machine learning tools for a variety of purposes, from generating investment advice to predicting future market movements. The ability of these models or systems to make predictions is based on input &hellip;<\/p>","protected":false},"author":1,"featured_media":18153,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[876],"tags":[],"class_list":["post-18152","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-editorial"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.1 (Yoast SEO v27.1.1) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Machine Learning &amp; The World Of Trading - AptGadget.com<\/title>\n<meta name=\"description\" content=\"Machine learning and artificial intelligence continues to evolve and this affects multiple financial disciplines, including that of the trading industry.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/aptgadget.com\/es\/how-machine-learning-changing-trading\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How machine learning is changing trading industry\" \/>\n<meta property=\"og:description\" content=\"Machine learning and artificial intelligence continues to evolve and this affects multiple financial disciplines, including that of the trading industry.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/aptgadget.com\/es\/how-machine-learning-changing-trading\/\" \/>\n<meta property=\"og:site_name\" content=\"AptGadget.com\" \/>\n<meta property=\"article:published_time\" content=\"2021-11-17T09:24:51+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-11-17T09:32:06+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/aptgadget.com\/wp-content\/uploads\/2021\/11\/machine-leaning.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"679\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"gadgeteer\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"gadgeteer\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/aptgadget.com\/how-machine-learning-changing-trading\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/aptgadget.com\/how-machine-learning-changing-trading\/\"},\"author\":{\"name\":\"gadgeteer\",\"@id\":\"https:\/\/aptgadget.com\/#\/schema\/person\/b5ec99736bbdc994f64e1445eb6653dc\"},\"headline\":\"How machine learning is changing trading industry\",\"datePublished\":\"2021-11-17T09:24:51+00:00\",\"dateModified\":\"2021-11-17T09:32:06+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/aptgadget.com\/how-machine-learning-changing-trading\/\"},\"wordCount\":576,\"commentCount\":0,\"image\":{\"@id\":\"https:\/\/aptgadget.com\/how-machine-learning-changing-trading\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/aptgadget.com\/wp-content\/uploads\/2021\/11\/machine-leaning.jpg\",\"articleSection\":[\"Editorials\"],\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/aptgadget.com\/how-machine-learning-changing-trading\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/aptgadget.com\/how-machine-learning-changing-trading\/\",\"url\":\"https:\/\/aptgadget.com\/how-machine-learning-changing-trading\/\",\"name\":\"Machine Learning & The World Of Trading - AptGadget.com\",\"isPartOf\":{\"@id\":\"https:\/\/aptgadget.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/aptgadget.com\/how-machine-learning-changing-trading\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/aptgadget.com\/how-machine-learning-changing-trading\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/aptgadget.com\/wp-content\/uploads\/2021\/11\/machine-leaning.jpg\",\"datePublished\":\"2021-11-17T09:24:51+00:00\",\"dateModified\":\"2021-11-17T09:32:06+00:00\",\"author\":{\"@id\":\"https:\/\/aptgadget.com\/#\/schema\/person\/b5ec99736bbdc994f64e1445eb6653dc\"},\"description\":\"Machine learning and artificial intelligence continues to evolve and this affects multiple financial disciplines, including that of the trading industry.\",\"breadcrumb\":{\"@id\":\"https:\/\/aptgadget.com\/how-machine-learning-changing-trading\/#breadcrumb\"},\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/aptgadget.com\/how-machine-learning-changing-trading\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\/\/aptgadget.com\/how-machine-learning-changing-trading\/#primaryimage\",\"url\":\"https:\/\/aptgadget.com\/wp-content\/uploads\/2021\/11\/machine-leaning.jpg\",\"contentUrl\":\"https:\/\/aptgadget.com\/wp-content\/uploads\/2021\/11\/machine-leaning.jpg\",\"width\":1000,\"height\":679,\"caption\":\"machine leaning\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/aptgadget.com\/how-machine-learning-changing-trading\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/aptgadget.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"How machine learning is changing trading industry\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/aptgadget.com\/#website\",\"url\":\"https:\/\/aptgadget.com\/\",\"name\":\"AptGadget.com\",\"description\":\"Technology Reviews, Products and News\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/aptgadget.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"es\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/aptgadget.com\/#\/schema\/person\/b5ec99736bbdc994f64e1445eb6653dc\",\"name\":\"gadgeteer\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\/\/aptgadget.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/0a375a65cb3e5864af36a386923874096e1c658e4948b08b3f39feda34840eef?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/0a375a65cb3e5864af36a386923874096e1c658e4948b08b3f39feda34840eef?s=96&d=mm&r=g\",\"caption\":\"gadgeteer\"},\"url\":\"https:\/\/aptgadget.com\/es\/author\/gadgeteer\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Machine Learning & The World Of Trading - AptGadget.com","description":"Machine learning and artificial intelligence continues to evolve and this affects multiple financial disciplines, including that of the trading industry.","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:\/\/aptgadget.com\/es\/how-machine-learning-changing-trading\/","og_locale":"es_ES","og_type":"article","og_title":"How machine learning is changing trading industry","og_description":"Machine learning and artificial intelligence continues to evolve and this affects multiple financial disciplines, including that of the trading industry.","og_url":"https:\/\/aptgadget.com\/es\/how-machine-learning-changing-trading\/","og_site_name":"AptGadget.com","article_published_time":"2021-11-17T09:24:51+00:00","article_modified_time":"2021-11-17T09:32:06+00:00","og_image":[{"width":1000,"height":679,"url":"https:\/\/aptgadget.com\/wp-content\/uploads\/2021\/11\/machine-leaning.jpg","type":"image\/jpeg"}],"author":"gadgeteer","twitter_misc":{"Escrito por":"gadgeteer","Tiempo de lectura":"3 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/aptgadget.com\/how-machine-learning-changing-trading\/#article","isPartOf":{"@id":"https:\/\/aptgadget.com\/how-machine-learning-changing-trading\/"},"author":{"name":"gadgeteer","@id":"https:\/\/aptgadget.com\/#\/schema\/person\/b5ec99736bbdc994f64e1445eb6653dc"},"headline":"How machine learning is changing trading industry","datePublished":"2021-11-17T09:24:51+00:00","dateModified":"2021-11-17T09:32:06+00:00","mainEntityOfPage":{"@id":"https:\/\/aptgadget.com\/how-machine-learning-changing-trading\/"},"wordCount":576,"commentCount":0,"image":{"@id":"https:\/\/aptgadget.com\/how-machine-learning-changing-trading\/#primaryimage"},"thumbnailUrl":"https:\/\/aptgadget.com\/wp-content\/uploads\/2021\/11\/machine-leaning.jpg","articleSection":["Editorials"],"inLanguage":"es","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/aptgadget.com\/how-machine-learning-changing-trading\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/aptgadget.com\/how-machine-learning-changing-trading\/","url":"https:\/\/aptgadget.com\/how-machine-learning-changing-trading\/","name":"Machine Learning & The World Of Trading - AptGadget.com","isPartOf":{"@id":"https:\/\/aptgadget.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/aptgadget.com\/how-machine-learning-changing-trading\/#primaryimage"},"image":{"@id":"https:\/\/aptgadget.com\/how-machine-learning-changing-trading\/#primaryimage"},"thumbnailUrl":"https:\/\/aptgadget.com\/wp-content\/uploads\/2021\/11\/machine-leaning.jpg","datePublished":"2021-11-17T09:24:51+00:00","dateModified":"2021-11-17T09:32:06+00:00","author":{"@id":"https:\/\/aptgadget.com\/#\/schema\/person\/b5ec99736bbdc994f64e1445eb6653dc"},"description":"Machine learning and artificial intelligence continues to evolve and this affects multiple financial disciplines, including that of the trading industry.","breadcrumb":{"@id":"https:\/\/aptgadget.com\/how-machine-learning-changing-trading\/#breadcrumb"},"inLanguage":"es","potentialAction":[{"@type":"ReadAction","target":["https:\/\/aptgadget.com\/how-machine-learning-changing-trading\/"]}]},{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/aptgadget.com\/how-machine-learning-changing-trading\/#primaryimage","url":"https:\/\/aptgadget.com\/wp-content\/uploads\/2021\/11\/machine-leaning.jpg","contentUrl":"https:\/\/aptgadget.com\/wp-content\/uploads\/2021\/11\/machine-leaning.jpg","width":1000,"height":679,"caption":"machine leaning"},{"@type":"BreadcrumbList","@id":"https:\/\/aptgadget.com\/how-machine-learning-changing-trading\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/aptgadget.com\/"},{"@type":"ListItem","position":2,"name":"How machine learning is changing trading industry"}]},{"@type":"WebSite","@id":"https:\/\/aptgadget.com\/#website","url":"https:\/\/aptgadget.com\/","name":"AptGadget.com","description":"Technology Reviews, Products and News","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/aptgadget.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"es"},{"@type":"Person","@id":"https:\/\/aptgadget.com\/#\/schema\/person\/b5ec99736bbdc994f64e1445eb6653dc","name":"gadgeteer","image":{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/aptgadget.com\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/0a375a65cb3e5864af36a386923874096e1c658e4948b08b3f39feda34840eef?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/0a375a65cb3e5864af36a386923874096e1c658e4948b08b3f39feda34840eef?s=96&d=mm&r=g","caption":"gadgeteer"},"url":"https:\/\/aptgadget.com\/es\/author\/gadgeteer\/"}]}},"_links":{"self":[{"href":"https:\/\/aptgadget.com\/es\/wp-json\/wp\/v2\/posts\/18152","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aptgadget.com\/es\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aptgadget.com\/es\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aptgadget.com\/es\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aptgadget.com\/es\/wp-json\/wp\/v2\/comments?post=18152"}],"version-history":[{"count":1,"href":"https:\/\/aptgadget.com\/es\/wp-json\/wp\/v2\/posts\/18152\/revisions"}],"predecessor-version":[{"id":18154,"href":"https:\/\/aptgadget.com\/es\/wp-json\/wp\/v2\/posts\/18152\/revisions\/18154"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aptgadget.com\/es\/wp-json\/wp\/v2\/media\/18153"}],"wp:attachment":[{"href":"https:\/\/aptgadget.com\/es\/wp-json\/wp\/v2\/media?parent=18152"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aptgadget.com\/es\/wp-json\/wp\/v2\/categories?post=18152"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aptgadget.com\/es\/wp-json\/wp\/v2\/tags?post=18152"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}