{"id":3560,"date":"2020-10-07T11:46:42","date_gmt":"2020-10-07T11:46:42","guid":{"rendered":"https:\/\/dezzai.com\/es\/?p=3560"},"modified":"2021-08-27T08:39:55","modified_gmt":"2021-08-27T08:39:55","slug":"que-es-el-machine-learning","status":"publish","type":"post","link":"https:\/\/dezzai.com\/es\/blog\/que-es-el-machine-learning\/","title":{"rendered":"\u00bfQu\u00e9 es el Machine Learning?"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; custom_padding_last_edited=&#8221;on|phone&#8221; admin_label=&#8221;Idea Accion&#8221; _builder_version=&#8221;4.6.1&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#ffffff&#8221; background_enable_image=&#8221;off&#8221; background_size=&#8221;initial&#8221; background_position=&#8221;bottom_left&#8221; custom_padding=&#8221;116px||97px||false|false&#8221; custom_padding_tablet=&#8221;&#8221; custom_padding_phone=&#8221;60px||29px||false|false&#8221; top_divider_height=&#8221;700px&#8221; bottom_divider_flip=&#8221;vertical&#8221; hover_transition_duration=&#8221;600ms&#8221; scroll_vertical_motion=&#8221;0|50|50|100|-0.5|0|-4&#8243; scroll_scaling=&#8221;0|50|50|100|112%|100|100&#8243; global_colors_info=&#8221;{}&#8221; top_divider_height__hover_enabled=&#8221;on|desktop&#8221; top_divider_height__hover=&#8221;0px&#8221;][et_pb_row _builder_version=&#8221;4.6.1&#8243; _module_preset=&#8221;default&#8221; scroll_vertical_motion_enable=&#8221;on&#8221; scroll_vertical_motion=&#8221;0|0|0|100|0.3|0|-0.3&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.6.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text disabled_on=&#8221;off|off|off&#8221; _builder_version=&#8221;4.10.4&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;||||||||&#8221; header_text_color=&#8221;#272727&#8243; header_font_size=&#8221;56px&#8221; header_2_text_color=&#8221;#272727&#8243; header_2_font_size=&#8221;56px&#8221; header_2_line_height=&#8221;1.1em&#8221; text_orientation=&#8221;center&#8221; max_width=&#8221;90%&#8221; max_width_tablet=&#8221;89%&#8221; max_width_phone=&#8221;100%&#8221; max_width_last_edited=&#8221;on|phone&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;||12px|||&#8221; custom_margin_last_edited=&#8221;off|phone&#8221; custom_padding=&#8221;||||false|false&#8221; scroll_vertical_motion=&#8221;0|0|0|100|0.3|0|-0.3&#8243; hover_enabled=&#8221;0&#8243; header_font_size_tablet=&#8221;50px&#8221; header_font_size_phone=&#8221;40px&#8221; header_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;40px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221; custom_margin__hover_enabled=&#8221;off|desktop&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<h1 class=\"p1\">\u00bfQu\u00e9 es el Machine Learning? Enti\u00e9ndelo de una vez por todas<\/h1>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.6.5&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;Sarabun||||||||&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: center;\">7 de octubre de 2020<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.6.1&#8243; _module_preset=&#8221;default&#8221; scroll_vertical_motion_enable=&#8221;on&#8221; scroll_vertical_motion=&#8221;0|24|24|100|0.4|0|-0.4&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.6.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/dezzai.com\/es\/wp-content\/uploads\/2020\/10\/machine-learning-que-es.jpeg&#8221; alt=&#8221;que es el machine learning&#8221; title_text=&#8221;que es el machine learning&#8221; align=&#8221;center&#8221; force_fullwidth=&#8221;on&#8221; _builder_version=&#8221;4.6.5&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.6.1&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;rgba(59,212,174,0.15)&#8221; scroll_vertical_motion_enable=&#8221;on&#8221; scroll_vertical_motion=&#8221;0|50|50|100|0.3|0|-0.3&#8243; border_radii=&#8221;on|8px|8px|8px|8px&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.6.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.6.5&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;Sarabun||||||||&#8221; text_text_color=&#8221;#272727&#8243; text_font_size=&#8221;22px&#8221; text_line_height=&#8221;1.3em&#8221; header_font=&#8221;manrope-extrabold||||||||&#8221; header_text_color=&#8221;#ffffff&#8221; header_font_size=&#8221;56px&#8221; header_2_text_color=&#8221;#ffffff&#8221; text_orientation=&#8221;center&#8221; width=&#8221;89%&#8221; width_tablet=&#8221;100%&#8221; width_phone=&#8221;86%&#8221; width_last_edited=&#8221;on|desktop&#8221; module_alignment=&#8221;center&#8221; custom_padding=&#8221;||8px||false|false&#8221; custom_padding_tablet=&#8221;&#8221; custom_padding_phone=&#8221;&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; scroll_vertical_motion=&#8221;0|92|92|100|0.2|0|-0.2&#8243; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p class=\"p1\">Cuando, hoy por hoy, hablamos de tecnolog\u00eda, parece imposible no toparse con alg\u00fan t\u00e9rmino confuso, extra\u00f1o o directamente imposible de comprender \u2014\u00a1y cuando entra en juego la inteligencia artificial a\u00fan m\u00e1s! \u2014 Uno de ellos es el cada vez m\u00e1s popular Machine Learning, pero \u00bfsabes de verdad qu\u00e9 es?<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.6.1&#8243; _module_preset=&#8221;default&#8221; max_width=&#8221;1080px&#8221; scroll_vertical_motion_enable=&#8221;on&#8221; scroll_vertical_motion=&#8221;0|50|50|100|0.3|0|-0.3&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.6.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text ol_position=&#8221;outside&#8221; ol_item_indent=&#8221;22px&#8221; _builder_version=&#8221;4.6.5&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;Sarabun||||||||&#8221; text_text_color=&#8221;#272727&#8243; text_font_size=&#8221;22px&#8221; text_line_height=&#8221;1.3em&#8221; link_text_color=&#8221;#9164cc&#8221; header_font=&#8221;||||||||&#8221; header_text_color=&#8221;#ffffff&#8221; header_font_size=&#8221;56px&#8221; header_2_text_color=&#8221;#ffffff&#8221; header_3_font_size=&#8221;24px&#8221; header_3_line_height=&#8221;1.2em&#8221; width=&#8221;100%&#8221; width_tablet=&#8221;100%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|phone&#8221; module_alignment=&#8221;center&#8221; custom_padding=&#8221;||23px||false|false&#8221; custom_padding_tablet=&#8221;&#8221; custom_padding_phone=&#8221;&#8221; custom_padding_last_edited=&#8221;on|phone&#8221; scroll_vertical_motion=&#8221;0|92|92|100|0.2|0|-0.2&#8243; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p class=\"p1\">\u00bfEs lo mismo que la <strong>inteligencia artificial<\/strong>? \u00bfQu\u00e9 es exactamente, un programa, una disciplina, una herramienta? \u00bfPara qu\u00e9 sirve?<\/p>\n<p class=\"p1\">La <strong>democratizaci\u00f3n y el abaratamiento de la tecnolog\u00eda<\/strong> han tenido innumerables consecuencias para la humanidad. Entre otras, han provocado que se dispare la producci\u00f3n de informaci\u00f3n en el mundo. <a href=\"https:\/\/www.statista.com\/statistics\/617136\/digital-population-worldwide\/\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"N\u00famero de usuarios hoy en internet\">En 2020 somos cerca de 4.570 los usuarios activos en internet<\/a> que cada d\u00eda producimos informaci\u00f3n de forma consciente e inconsciente. Por eso, no es de extra\u00f1ar que se estime que el <a href=\"https:\/\/www.forbes.com\/sites\/bernardmarr\/2018\/05\/21\/how-much-data-do-we-create-every-day-the-mind-blowing-stats-everyone-should-read\/\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"datos disponibles en el planeta\">90% de los datos disponibles en el planeta<\/a> hoy por hoy se hayan producido solamente en los \u00faltimos dos a\u00f1os.<\/p>\n<h3 class=\"p1\">\u00bfQu\u00e9 es el Machine Learning?<\/h3>\n<p class=\"p1\">Es precisamente por esta ingente cantidad de informaci\u00f3n por la que nace el <strong>Machine Learning<\/strong>, una disciplina de la <strong>inteligencia artificial<\/strong> que se nutre de informaci\u00f3n para aprender patrones, relaciones y circunstancias. Porque, s\u00ed, aunque habitualmente nos refiramos a la inteligencia artificial como algo muy espec\u00edfico, es, en realidad, una enorme disciplina dentro de la que podr\u00edamos englobar, entre much\u00edsimas otras, el <strong>Machine Learning<\/strong>.<\/p>\n<p class=\"p1\"><strong>Thomas Mitchell<\/strong>, un inform\u00e1tico americano e investigador en inteligencia artificial especializado en Machine Learning, define esta disciplina como <strong>\u00abel estudio de algoritmos que permiten a los programas inform\u00e1ticos mejorar autom\u00e1ticamente a trav\u00e9s de la experiencia\u00bb<\/strong>.<\/p>\n<p class=\"p1\">Para entender <strong>qu\u00e9 es un algoritmo<\/strong>, podemos definirlo como un conjunto de reglas o instrucciones que una persona programa para que un ordenador las procese y ejecute. As\u00ed, los algoritmos de <strong>Machine Learning<\/strong> aprenden por esta experiencia de una forma similar a como lo har\u00eda un humano. Por ejemplo, si mostramos a un algoritmo de Machine Learning un objeto, la m\u00e1quina ser\u00e1 capaz de reconocerlo en distintos contextos y escenarios que no haya visto previamente.<\/p>\n<h3 class=\"p1\">El Machine Learning y los datos<\/h3>\n<p class=\"p1\">Pero el <strong>Machine Learning va mucho m\u00e1s all\u00e1<\/strong>. Imagina que tienes que resolver un problema complejo en el que entran en juego una serie de predicciones. Con la ayuda del <strong>Machine Learning<\/strong>, en lugar de escribir un c\u00f3digo para resolverlo solamente tendr\u00e1s que alimentar los datos de los que dispones a algoritmos gen\u00e9ricos. Con su ayuda, la m\u00e1quina construir\u00e1 la l\u00f3gica seg\u00fan los datos y predecir\u00e1 el <em>output<\/em>.<\/p>\n<p class=\"p1\">Y de ah\u00ed la <strong>importancia de los datos<\/strong> para el Machine Learning, ya que:<\/p>\n<ul>\n<li class=\"p1\">Utiliza los datos para <strong>detectar patrones<\/strong>.<\/li>\n<li class=\"p1\">Para <strong>mejorar autom\u00e1ticamente<\/strong> utiliza datos anteriores y, cuanta m\u00e1s informaci\u00f3n y de mayor calidad sea, mejor.<\/li>\n<li class=\"p1\">En este sentido es muy similar a la <strong>miner\u00eda de datos<\/strong>, ya que puede ocuparse de grandes vol\u00famenes de datos.<\/li>\n<\/ul>\n<h3 class=\"p1\">Los retos del Machine Learning<\/h3>\n<p class=\"p1\">Sin embargo, el hecho de que sea una tecnolog\u00eda puntera tambi\u00e9n implica que, debido a que a\u00fan tiene un largo camino por evolucionar, tenga <strong>una serie de retos<\/strong> que muchas veces no es sencillo resolver:<\/p>\n<ol>\n<li class=\"p1\"><strong>Los datos.\u00a0<\/strong>El primer paso para poner en marcha esta tecnolog\u00eda es <strong>recopilar los datos y entrenar al algoritmo<\/strong>, un proceso que puede ser largo y complicado. La clave del \u00e9xito del Machine Learning depende, en gran medida, de la <strong>calidad de los datos disponibles<\/strong>. Por ese motivo necesita datos nuevos y actualizados que sean capaces de proporcionar resultados y predicciones lo m\u00e1s precisos posible.<\/li>\n<li class=\"p1\"><strong>La transparencia.\u00a0<\/strong>La falta de transparencia es otro de los principales retos a los que se enfrenta en muchas ocasiones el Machine Learning. Para determinados sectores, como pueden ser la banca o el sanitario, la posibilidad en s\u00ed misma de utilizar Machine Learning es un reto debido al <strong>car\u00e1cter sensible de la informaci\u00f3n que se maneja<\/strong>.<\/li>\n<li class=\"p1\"><strong>Equipo experto.\u00a0<\/strong>Desplegar una soluci\u00f3n de <strong>Machine Learning<\/strong> requiere de un <a href=\"https:\/\/dezzai.com\/team\" title=\"El equipo de dezzai\">equipo muy concreto y altamente especializado<\/a>. No es suficiente con cient\u00edficos de datos, sino que se necesitan product managers con experiencia, ingenieros de datos, expertos operacionales para desarrollar los procesos y flujos de trabajo, personal para integrar los modelos de datos en las operaciones, etc.<\/li>\n<\/ol>\n<p>Como puedes ver, el <strong>Machine Learning<\/strong> es una disciplina que hace que un ordenador \u201caprenda solo\u201d, pero <strong>por detr\u00e1s siempre tiene que haber personas<\/strong>. Este es el verdadero secreto para superar los retos que hoy plantea.<\/p>\n<h3 class=\"p1\">Pero \u00bfpara qu\u00e9 sirve el Machine Learning?<\/h3>\n<p class=\"p1\">Lo que mejor se le da a este tipo de algoritmos es, b\u00e1sicamente, <strong>tomar decisiones<\/strong> que requieran realizar tareas muy sencillas y repetitivas a gran escala.<br \/> Si necesitas ejemplos m\u00e1s concretos de lo que el <strong>Machine Learning<\/strong> ya est\u00e1 haciendo por ti, te contamos algunos:<\/p>\n<ul>\n<li class=\"p1\"><a href=\"https:\/\/dezzai.com\/motor-de-razonamiento-para-profesionales-sanitarios\" title=\"Motor de razonamiento para la industria farmac\u00e9utica\">Obtener fuentes y res\u00famenes sobre un tema concreto<\/a>.<\/li>\n<li class=\"p1\">Detecci\u00f3n de <strong>fraudes y spam<\/strong>.<\/li>\n<li class=\"p1\">Gestionar la <strong>log\u00edstica<\/strong> en empresas de servicios de movilidad.<\/li>\n<li class=\"p1\">Modelos para predecir la <strong>rotaci\u00f3n<\/strong>.<\/li>\n<\/ul>\n<p>El <strong>Machine Learning<\/strong> se ha convertido en una disciplina imprescindible porque es capaz de resolver <strong>problemas reales de forma escalable<\/strong>. En los \u00faltimos diez a\u00f1os ha cambiado para siempre ciertos sectores, y es algo que va a seguir haciendo en el futuro a medida que ejecutivos y altos cargos de empresas e industrias sean capaces de ver y apostar por<strong> su enorme potencial<\/strong>.<\/p>\n<p>\u00bfY t\u00fa, est\u00e1s listo para descubrir <a href=\"https:\/\/dezzai.com\/solicitar-demo\" title=\"solicita tu demo de dezzai\">c\u00f3mo puede transformar el Machine Learning tu organizaci\u00f3n<\/a>?<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; custom_padding_last_edited=&#8221;on|phone&#8221; admin_label=&#8221;Cta&#8221; _builder_version=&#8221;4.6.5&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#ffa400&#8243; background_enable_image=&#8221;off&#8221; background_size=&#8221;initial&#8221; background_position=&#8221;bottom_left&#8221; custom_padding=&#8221;30px||20px||false|false&#8221; custom_padding_tablet=&#8221;&#8221; custom_padding_phone=&#8221;60px||164px||false|false&#8221; top_divider_height=&#8221;700px&#8221; bottom_divider_flip=&#8221;vertical&#8221; hover_transition_duration=&#8221;600ms&#8221; scroll_vertical_motion=&#8221;0|50|50|100|-0.5|0|-4&#8243; scroll_scaling=&#8221;0|50|50|100|112%|100|100&#8243; saved_tabs=&#8221;all&#8221; global_colors_info=&#8221;{}&#8221; top_divider_height__hover_enabled=&#8221;on|desktop&#8221; top_divider_height__hover=&#8221;0px&#8221;][et_pb_row _builder_version=&#8221;4.6.3&#8243; _module_preset=&#8221;default&#8221; scroll_vertical_motion=&#8221;0|0|0|100|0.3|0|-0.3&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.6.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text disabled_on=&#8221;off|off|off&#8221; _builder_version=&#8221;4.6.5&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;||||||||&#8221; header_text_color=&#8221;#272727&#8243; header_font_size=&#8221;56px&#8221; header_2_text_color=&#8221;#272727&#8243; header_2_font_size=&#8221;56px&#8221; header_2_line_height=&#8221;1.1em&#8221; text_orientation=&#8221;center&#8221; max_width=&#8221;70%&#8221; max_width_tablet=&#8221;100%&#8221; max_width_phone=&#8221;100%&#8221; max_width_last_edited=&#8221;on|desktop&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;||0px||false|false&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;||||false|false&#8221; scroll_vertical_motion=&#8221;0|0|0|100|0.3|0|-0.3&#8243; header_font_size_tablet=&#8221;50px&#8221; header_font_size_phone=&#8221;36px&#8221; header_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;43px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221; custom_margin__hover_enabled=&#8221;off|desktop&#8221;]<\/p>\n<h2 class=\"p1\">Todo lo que necesitas saber sobre la <span style=\"color: #ffffff;\">tecnolog\u00eda del momento<\/span><\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.6.5&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;Sarabun||||||||&#8221; text_text_color=&#8221;#272727&#8243; text_font_size=&#8221;22px&#8221; text_line_height=&#8221;1.3em&#8221; header_font=&#8221;manrope-extrabold||||||||&#8221; header_text_color=&#8221;#ffffff&#8221; header_font_size=&#8221;56px&#8221; header_2_text_color=&#8221;#ffffff&#8221; text_orientation=&#8221;center&#8221; width=&#8221;59%&#8221; width_tablet=&#8221;100%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;||0px||false|false&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;||0px||false|false&#8221; custom_padding_last_edited=&#8221;off|desktop&#8221; scroll_vertical_motion=&#8221;0|92|92|100|0.2|0|-0.2&#8243; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p class=\"p1\">Suscr\u00edbete y recibe en tu bandeja de entrada las \u00faltimas noticias, novedades y contenidos de inter\u00e9s sobre inteligencia artificial.<\/p>\n<p>[\/et_pb_text][et_pb_signup mailchimp_list=&#8221;Gabriel Guerrero|26f88ddb29&#8243; layout=&#8221;top_bottom&#8221; first_name_field=&#8221;off&#8221; last_name_field=&#8221;off&#8221; use_custom_fields=&#8221;on&#8221; success_message=&#8221;\u00a1Muchas gracias por suscribirte a nuestra newsletter!&#8221; _builder_version=&#8221;4.6.5&#8243; _module_preset=&#8221;default&#8221; header_level=&#8221;h3&#8243; header_text_align=&#8221;center&#8221; header_text_color=&#8221;#272727&#8243; header_font_size=&#8221;56px&#8221; body_text_align=&#8221;center&#8221; body_text_color=&#8221;#272727&#8243; body_font_size=&#8221;24px&#8221; body_line_height=&#8221;1.4em&#8221; result_message_font=&#8221;manrope-extrabold-fx||||||||&#8221; form_field_font=&#8221;Sarabun||||||||&#8221; form_field_text_align=&#8221;center&#8221; background_enable_color=&#8221;off&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;20px&#8221; button_text_color=&#8221;#ffffff&#8221; button_bg_color=&#8221;#490e67&#8243; button_border_color=&#8221;#490e67&#8243; button_border_radius=&#8221;100px&#8221; button_icon_color=&#8221;#ffffff&#8221; button_custom_margin=&#8221;||||false|false&#8221; button_custom_padding=&#8221;||||false|false&#8221; width=&#8221;50%&#8221; width_tablet=&#8221;90%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; module_alignment=&#8221;center&#8221; custom_padding=&#8221;0px||||false|false&#8221; custom_css_newsletter_button=&#8221;width: 200px;||margin: 0 auto;&#8221; border_radii_fields=&#8221;on|12px|12px|12px|12px&#8221; border_width_all_fields=&#8221;2px&#8221; border_color_all_fields=&#8221;#929298&#8243; global_colors_info=&#8221;{}&#8221;][\/et_pb_signup][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; custom_padding_last_edited=&#8221;on|phone&#8221; admin_label=&#8221;Cta&#8221; _builder_version=&#8221;4.6.5&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#ffa400&#8243; background_image=&#8221;https:\/\/dezzai.com\/es\/wp-content\/uploads\/2020\/09\/fill-9-copy-2@3x.png&#8221; background_size=&#8221;initial&#8221; background_position=&#8221;bottom_left&#8221; custom_padding=&#8221;1px||50px||false|false&#8221; custom_padding_tablet=&#8221;&#8221; custom_padding_phone=&#8221;30px||50px||false|false&#8221; top_divider_height=&#8221;700px&#8221; bottom_divider_flip=&#8221;vertical&#8221; hover_transition_duration=&#8221;600ms&#8221; scroll_vertical_motion=&#8221;0|50|50|100|-0.5|0|-4&#8243; scroll_scaling=&#8221;0|50|50|100|112%|100|100&#8243; global_module=&#8221;45&#8243; saved_tabs=&#8221;all&#8221; global_colors_info=&#8221;{}&#8221; top_divider_height__hover_enabled=&#8221;on|desktop&#8221; top_divider_height__hover=&#8221;0px&#8221;][et_pb_row _builder_version=&#8221;4.6.5&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;40px|||||&#8221; scroll_vertical_motion=&#8221;0|0|0|100|0.3|0|-0.3&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.6.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text disabled_on=&#8221;off|off|off&#8221; _builder_version=&#8221;4.6.1&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;||||||||&#8221; header_text_color=&#8221;#272727&#8243; header_font_size=&#8221;56px&#8221; header_2_text_color=&#8221;#272727&#8243; header_2_font_size=&#8221;56px&#8221; header_2_line_height=&#8221;1.1em&#8221; text_orientation=&#8221;center&#8221; max_width=&#8221;67.1%&#8221; max_width_tablet=&#8221;100%&#8221; max_width_phone=&#8221;100%&#8221; max_width_last_edited=&#8221;on|desktop&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;1px|||||&#8221; custom_margin_last_edited=&#8221;off|phone&#8221; custom_padding=&#8221;||||false|false&#8221; scroll_vertical_motion=&#8221;0|0|0|100|0.3|0|-0.3&#8243; header_font_size_tablet=&#8221;50px&#8221; header_font_size_phone=&#8221;36px&#8221; header_font_size_last_edited=&#8221;on|phone&#8221; header_2_font_size_tablet=&#8221;&#8221; header_2_font_size_phone=&#8221;43px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221; custom_margin__hover_enabled=&#8221;off|desktop&#8221;]<\/p>\n<h2 class=\"p1\">Estamos <span style=\"color: #ffffff;\">aqu\u00ed<\/span> para ayudarte<\/h2>\n<p>[\/et_pb_text][et_pb_button button_url=&#8221;https:\/\/dezzai.com\/es\/contacto&#8221; button_text=&#8221;Cont\u00e1ctanos&#8221; button_alignment=&#8221;center&#8221; _builder_version=&#8221;4.9.7&#8243; _module_preset=&#8221;default&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;18px&#8221; button_text_color=&#8221;#ffffff&#8221; button_bg_color=&#8221;#490e67&#8243; button_bg_use_color_gradient=&#8221;on&#8221; button_bg_color_gradient_start=&#8221;#490E67&#8243; button_bg_color_gradient_end=&#8221;#9164CC&#8221; button_bg_color_gradient_direction=&#8221;223deg&#8221; button_bg_color_gradient_start_position=&#8221;28%&#8221; button_border_width=&#8221;0px&#8221; button_border_color=&#8221;rgba(0,0,0,0)&#8221; button_border_radius=&#8221;100px&#8221; button_font=&#8221;Sarabun|700|||||||&#8221; custom_padding=&#8221;10px|32px|13px|32px|false|false&#8221; box_shadow_style=&#8221;preset3&#8243; box_shadow_vertical=&#8221;6px&#8221; box_shadow_blur=&#8221;13px&#8221; box_shadow_color=&#8221;#330247&#8243; global_colors_info=&#8221;{}&#8221;][\/et_pb_button][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;Footer&#8221; _builder_version=&#8221;4.6.5&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#490e67&#8243; overflow-x=&#8221;hidden&#8221; overflow-y=&#8221;hidden&#8221; custom_padding=&#8221;20px||20px||false|false&#8221; global_module=&#8221;53&#8243; saved_tabs=&#8221;all&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row use_custom_gutter=&#8221;on&#8221; gutter_width=&#8221;2&#8243; custom_padding_last_edited=&#8221;on|phone&#8221; _builder_version=&#8221;4.6.5&#8243; _module_preset=&#8221;default&#8221; width_tablet=&#8221;100%&#8221; width_last_edited=&#8221;off|tablet&#8221; overflow-x=&#8221;hidden&#8221; overflow-y=&#8221;hidden&#8221; custom_padding_tablet=&#8221;&#8221; custom_padding_phone=&#8221;||71px||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.6.5&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text content_tablet=&#8221;<\/p>\n<p class=%22p1%22><a href=%22https:\/\/dezzai.com\/politica-de-privacidad%22>Pol\u00edtica de privacidad<\/a>     <a href=%22https:\/\/dezzai.com\/politica-de-redes-sociales%22>Pol\u00edtica de redes sociales<\/a>     <a href=%22https:\/\/dezzai.com\/aviso-legal%22>Aviso legal<\/a>     <a href=%22https:\/\/dezzai.com\/politica-de-cookies%22>Pol\u00edtica de cookies<\/a><\/p>\n<p class=%22p1%22>\n<p>&#8221; content_phone=&#8221;<\/p>\n<p class=%22p1%22 style=%22text-align: center;%22><a href=%22https:\/\/dezzai.com\/politica-de-privacidad%22>Pol\u00edtica de privacidad<\/a><\/p>\n<p class=%22p1%22 style=%22text-align: center;%22><a href=%22https:\/\/dezzai.com\/politica-de-redes-sociales%22>Pol\u00edtica de redes sociales<\/a><\/p>\n<p class=%22p1%22 style=%22text-align: center;%22><a href=%22https:\/\/dezzai.com\/aviso-legal%22>Aviso legal<\/a><\/p>\n<p class=%22p1%22 style=%22text-align: center;%22><a href=%22https:\/\/dezzai.com\/politica-de-cookies%22>Pol\u00edtica de cookies<\/a><\/p>\n<p class=%22p1%22 style=%22text-align: center;%22>\n<p class=%22p1%22 style=%22text-align: center;%22>\n&#8221; content_last_edited=&#8221;on|tablet&#8221; _builder_version=&#8221;4.7.7&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;Sarabun||||||||&#8221; text_text_color=&#8221;#ffffff&#8221; text_font_size=&#8221;16px&#8221; link_font=&#8221;Sarabun||||||||&#8221; link_text_color=&#8221;#ffffff&#8221; link_font_size=&#8221;16px&#8221; width_last_edited=&#8221;off|phone&#8221; custom_margin_last_edited=&#8221;off|phone&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; link_font_size_tablet=&#8221;&#8221; link_font_size_phone=&#8221;16px&#8221; link_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p class=\"p1\"><a href=\"https:\/\/dezzai.com\/es\/politica-de-privacidad\">Pol\u00edtica de privacidad<\/a>\u00a0 \u00a0 <a href=\"https:\/\/dezzai.com\/es\/politica-de-redes-sociales\">Pol\u00edtica de redes sociales<\/a>\u00a0 \u00a0 <a href=\"https:\/\/dezzai.com\/es\/aviso-legal\">Aviso legal<\/a>\u00a0 \u00a0 <a href=\"https:\/\/dezzai.com\/es\/politica-de-cookies\">Pol\u00edtica de cookies<\/a><\/p>\n<p>[\/et_pb_text][et_pb_button button_url=&#8221;mailto:%20sales@dezzai.com%20&#8243; button_text=&#8221;sales@dezzai.com&#8221; button_alignment=&#8221;right&#8221; button_alignment_tablet=&#8221;center&#8221; button_alignment_phone=&#8221;left&#8221; button_alignment_last_edited=&#8221;off|desktop&#8221; _builder_version=&#8221;4.6.5&#8243; _module_preset=&#8221;default&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;16px&#8221; button_text_color=&#8221;#ffffff&#8221; button_border_color=&#8221;#ffffff&#8221; button_border_radius=&#8221;100px&#8221; button_icon=&#8221;%%109%%&#8221; positioning=&#8221;absolute&#8221; position_origin_a=&#8221;center_right&#8221; horizontal_offset=&#8221;70px&#8221; vertical_offset_tablet=&#8221;64px&#8221; vertical_offset_phone=&#8221;-30px&#8221; vertical_offset_last_edited=&#8221;on|tablet&#8221; horizontal_offset_tablet=&#8221;&#8221; horizontal_offset_phone=&#8221;0px&#8221; horizontal_offset_last_edited=&#8221;on|phone&#8221; position_origin_a_tablet=&#8221;top_center&#8221; position_origin_a_phone=&#8221;bottom_left&#8221; position_origin_a_last_edited=&#8221;on|phone&#8221; position_origin_f_tablet=&#8221;&#8221; position_origin_f_phone=&#8221;&#8221; position_origin_f_last_edited=&#8221;on|desktop&#8221; position_origin_r_tablet=&#8221;&#8221; position_origin_r_phone=&#8221;&#8221; position_origin_r_last_edited=&#8221;on|desktop&#8221; custom_margin_phone=&#8221;39px||-34px||false|false&#8221; custom_margin_last_edited=&#8221;off|desktop&#8221; custom_padding=&#8221;||||false|false&#8221; positioning_tablet=&#8221;&#8221; positioning_phone=&#8221;&#8221; positioning_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_button][et_pb_social_media_follow _builder_version=&#8221;4.6.5&#8243; _module_preset=&#8221;default&#8221; positioning=&#8221;absolute&#8221; position_origin_a=&#8221;center_right&#8221; vertical_offset=&#8221;4px&#8221; vertical_offset_tablet=&#8221;&#8221; vertical_offset_phone=&#8221;-8px&#8221; vertical_offset_last_edited=&#8221;on|phone&#8221; horizontal_offset_tablet=&#8221;&#8221; horizontal_offset_phone=&#8221;50px&#8221; horizontal_offset_last_edited=&#8221;on|phone&#8221; position_origin_a_tablet=&#8221;center_right&#8221; position_origin_a_phone=&#8221;bottom_right&#8221; position_origin_a_last_edited=&#8221;on|phone&#8221; position_origin_f_tablet=&#8221;&#8221; position_origin_f_phone=&#8221;&#8221; position_origin_f_last_edited=&#8221;on|desktop&#8221; position_origin_r_tablet=&#8221;&#8221; position_origin_r_phone=&#8221;&#8221; position_origin_r_last_edited=&#8221;on|desktop&#8221; text_orientation=&#8221;right&#8221; width=&#8221;50px&#8221; width_tablet=&#8221;100%&#8221; width_phone=&#8221;&#8221; width_last_edited=&#8221;on|tablet&#8221; custom_margin=&#8221;4px||||false|false&#8221; custom_margin_tablet=&#8221;|||-40%|false|false&#8221; custom_margin_phone=&#8221;-31px|||80%|false|false&#8221; custom_margin_last_edited=&#8221;off|desktop&#8221; positioning_tablet=&#8221;absolute&#8221; positioning_phone=&#8221;&#8221; positioning_last_edited=&#8221;on|desktop&#8221; text_orientation_tablet=&#8221;center&#8221; text_orientation_phone=&#8221;right&#8221; text_orientation_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221; width__hover_enabled=&#8221;off|desktop&#8221;][et_pb_social_media_follow_network social_network=&#8221;linkedin&#8221; url=&#8221;https:\/\/www.linkedin.com\/company\/dezzai\/&#8221; _builder_version=&#8221;4.6.5&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;rgba(0,0,0,0)&#8221; background_enable_color=&#8221;on&#8221; border_width_all=&#8221;1px&#8221; border_color_all=&#8221;#ffffff&#8221; global_colors_info=&#8221;{}&#8221; follow_button=&#8221;off&#8221; url_new_window=&#8221;on&#8221;]linkedin[\/et_pb_social_media_follow_network][\/et_pb_social_media_follow][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00bfQu\u00e9 es exactamente el Machine Learning? \u00bfEs lo mismo que la inteligencia artificial o es una herramienta distinta? \u00bfPara qu\u00e9 sirve? Te lo contamos!<\/p>\n","protected":false},"author":1,"featured_media":3571,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"2880","footnotes":""},"categories":[8],"tags":[],"class_list":["post-3560","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u00bfQu\u00e9 es el Machine Learning? Desc\u00fabrelo ahora | dezzai<\/title>\n<meta name=\"description\" content=\"El machine learning: disciplina de la Inteligencia Artificial que se nutre de informaci\u00f3n para aprender patrones, relaciones y circunstancias.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dezzai.com\/es\/blog\/que-es-el-machine-learning\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u00bfQu\u00e9 es el Machine Learning? Desc\u00fabrelo ahora | dezzai\" \/>\n<meta property=\"og:description\" content=\"El machine learning: disciplina de la Inteligencia Artificial que se nutre de informaci\u00f3n para aprender patrones, relaciones y circunstancias.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dezzai.com\/es\/blog\/que-es-el-machine-learning\/\" \/>\n<meta property=\"og:site_name\" content=\"dezzai.com\" \/>\n<meta property=\"article:published_time\" content=\"2020-10-07T11:46:42+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-08-27T08:39:55+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.dezzai.com\/wp-content\/uploads\/2020\/10\/machine-learning-que-es.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"1104\" \/>\n\t<meta property=\"og:image:height\" content=\"545\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"dezzai20-adm\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"dezzai20-adm\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data2\" content=\"16 minutos\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u00bfQu\u00e9 es el Machine Learning? Desc\u00fabrelo ahora | dezzai","description":"El machine learning: disciplina de la Inteligencia Artificial que se nutre de informaci\u00f3n para aprender patrones, relaciones y circunstancias.","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:\/\/dezzai.com\/es\/blog\/que-es-el-machine-learning\/","og_locale":"es_ES","og_type":"article","og_title":"\u00bfQu\u00e9 es el Machine Learning? Desc\u00fabrelo ahora | dezzai","og_description":"El machine learning: disciplina de la Inteligencia Artificial que se nutre de informaci\u00f3n para aprender patrones, relaciones y circunstancias.","og_url":"https:\/\/dezzai.com\/es\/blog\/que-es-el-machine-learning\/","og_site_name":"dezzai.com","article_published_time":"2020-10-07T11:46:42+00:00","article_modified_time":"2021-08-27T08:39:55+00:00","og_image":[{"width":1104,"height":545,"url":"https:\/\/cdn.dezzai.com\/wp-content\/uploads\/2020\/10\/machine-learning-que-es.jpeg","type":"image\/jpeg"}],"author":"dezzai20-adm","twitter_card":"summary_large_image","twitter_misc":{"Escrito por":"dezzai20-adm","Tiempo de lectura":"16 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/dezzai.com\/es\/blog\/que-es-el-machine-learning\/","url":"https:\/\/dezzai.com\/es\/blog\/que-es-el-machine-learning\/","name":"\u00bfQu\u00e9 es el Machine Learning? Desc\u00fabrelo ahora | dezzai","isPartOf":{"@id":"https:\/\/dezzai.com\/es\/#website"},"primaryImageOfPage":{"@id":"https:\/\/dezzai.com\/es\/blog\/que-es-el-machine-learning\/#primaryimage"},"image":{"@id":"https:\/\/dezzai.com\/es\/blog\/que-es-el-machine-learning\/#primaryimage"},"thumbnailUrl":"https:\/\/dezzai.com\/es\/wp-content\/uploads\/2020\/10\/machine-learning-que-es.jpeg","datePublished":"2020-10-07T11:46:42+00:00","dateModified":"2021-08-27T08:39:55+00:00","author":{"@id":"https:\/\/dezzai.com\/es\/#\/schema\/person\/99de250d785ba8f88653917a35b882b1"},"description":"El machine learning: disciplina de la Inteligencia Artificial que se nutre de informaci\u00f3n para aprender patrones, relaciones y circunstancias.","breadcrumb":{"@id":"https:\/\/dezzai.com\/es\/blog\/que-es-el-machine-learning\/#breadcrumb"},"inLanguage":"es","potentialAction":[{"@type":"ReadAction","target":["https:\/\/dezzai.com\/es\/blog\/que-es-el-machine-learning\/"]}]},{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/dezzai.com\/es\/blog\/que-es-el-machine-learning\/#primaryimage","url":"https:\/\/dezzai.com\/es\/wp-content\/uploads\/2020\/10\/machine-learning-que-es.jpeg","contentUrl":"https:\/\/dezzai.com\/es\/wp-content\/uploads\/2020\/10\/machine-learning-que-es.jpeg","width":1104,"height":545,"caption":"que es el machine learning"},{"@type":"BreadcrumbList","@id":"https:\/\/dezzai.com\/es\/blog\/que-es-el-machine-learning\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/dezzai.com\/es\/"},{"@type":"ListItem","position":2,"name":"\u00bfQu\u00e9 es el Machine Learning?"}]},{"@type":"WebSite","@id":"https:\/\/dezzai.com\/es\/#website","url":"https:\/\/dezzai.com\/es\/","name":"dezzai.com","description":"Creating knowledge to get you beyond decision making","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/dezzai.com\/es\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"es"},{"@type":"Person","@id":"https:\/\/dezzai.com\/es\/#\/schema\/person\/99de250d785ba8f88653917a35b882b1","name":"dezzai20-adm","sameAs":["https:\/\/dezzai.com"],"url":"https:\/\/dezzai.com\/es\/author\/dezzai20-adm\/"}]}},"_links":{"self":[{"href":"https:\/\/dezzai.com\/es\/wp-json\/wp\/v2\/posts\/3560","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dezzai.com\/es\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dezzai.com\/es\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dezzai.com\/es\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/dezzai.com\/es\/wp-json\/wp\/v2\/comments?post=3560"}],"version-history":[{"count":0,"href":"https:\/\/dezzai.com\/es\/wp-json\/wp\/v2\/posts\/3560\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dezzai.com\/es\/wp-json\/wp\/v2\/media\/3571"}],"wp:attachment":[{"href":"https:\/\/dezzai.com\/es\/wp-json\/wp\/v2\/media?parent=3560"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dezzai.com\/es\/wp-json\/wp\/v2\/categories?post=3560"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dezzai.com\/es\/wp-json\/wp\/v2\/tags?post=3560"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}