{"id":13990,"date":"2026-01-30T11:10:16","date_gmt":"2026-01-30T17:10:16","guid":{"rendered":"https:\/\/cetis146.edu.mx\/pagina\/?page_id=13990"},"modified":"2026-01-30T11:18:57","modified_gmt":"2026-01-30T17:18:57","slug":"ciencia-de-datos-e-informacion","status":"publish","type":"page","link":"https:\/\/cetis146.edu.mx\/pagina\/ciencia-de-datos-e-informacion\/","title":{"rendered":"Ciencia de Datos e Informaci\u00f3n"},"content":{"rendered":"\n<p><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-accent-color\"><strong>\u00a1Domina el Futuro con la Ciencia de Datos e Informaci\u00f3n!<\/strong><\/mark><\/p>\n\n\n\n<p><iframe loading=\"lazy\" src=\"https:\/\/www.facebook.com\/plugins\/video.php?height=314&amp;href=https%3A%2F%2Fweb.facebook.com%2Freel%2F2308956206275816%2F&amp;show_text=false&amp;width=560&amp;t=0\" width=\"560\" height=\"314\" style=\"border:none;overflow:hidden\" scrolling=\"no\" frameborder=\"0\" allowfullscreen=\"true\" allow=\"autoplay; clipboard-write; encrypted-media; picture-in-picture; web-share\"><\/iframe><\/p>\n\n\n\n<div data-wp-context=\"{ &quot;autoclose&quot;: false, &quot;accordionItems&quot;: [] }\" data-wp-interactive=\"core\/accordion\" role=\"group\" class=\"wp-block-accordion is-layout-flow wp-block-accordion-is-layout-flow\">\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-1&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-1-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" data-wp-on--keydown=\"actions.handleKeyDown\" id=\"accordion-item-1\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">1. \u00bfQu\u00e9 aprender\u00e1s? (Competencias Principales)<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div inert aria-labelledby=\"accordion-item-1\" data-wp-bind--inert=\"!state.isOpen\" id=\"accordion-item-1-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p><strong>\u2022<\/strong> <strong>Programaci\u00f3n de Algoritmos:<\/strong> Dise\u00f1ar\u00e1s y codificar\u00e1s secuencias l\u00f3gicas para el procesamiento eficiente de datos.<\/p>\n\n\n\n<p>\u2022 <strong>Gesti\u00f3n de Informaci\u00f3n:<\/strong> Administrar\u00e1s bases de datos masivas utilizando sistemas gestores especializados.<\/p>\n\n\n\n<p>\u2022 <strong>An\u00e1lisis Estad\u00edstico:<\/strong> Aplicar\u00e1s metodolog\u00edas descriptivas e inferenciales para interpretar grandes vol\u00famenes de informaci\u00f3n.<\/p>\n\n\n\n<p>\u2022 <strong>Inteligencia Artificial:<\/strong> Transformar\u00e1s datos mediante <strong>miner\u00eda de datos y aprendizaje autom\u00e1tico<\/strong> (Machine Learning).<\/p>\n\n\n\n<p>\u2022 <strong>Modelos Predictivos:<\/strong> Construir\u00e1s proyectos integrales que anticipen tendencias y comportamientos futuros.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div data-wp-context=\"{ &quot;autoclose&quot;: false, &quot;accordionItems&quot;: [] }\" data-wp-interactive=\"core\/accordion\" role=\"group\" class=\"wp-block-accordion is-layout-flow wp-block-accordion-is-layout-flow\">\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-2&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-2-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" data-wp-on--keydown=\"actions.handleKeyDown\" id=\"accordion-item-2\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">2. Tus Herramientas de Vanguardia (Software)<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div inert aria-labelledby=\"accordion-item-2\" data-wp-bind--inert=\"!state.isOpen\" id=\"accordion-item-2-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p>Dominar\u00e1s el ecosistema tecnol\u00f3gico que exigen las empresas globales:<\/p>\n\n\n\n<p>\u2022 <strong>Lenguajes:<\/strong> Python y R.<\/p>\n\n\n\n<p>\u2022 <strong>Visualizaci\u00f3n:<\/strong> Tableau y Power BI.<\/p>\n\n\n\n<p>\u2022 <strong>Bases de Datos:<\/strong> SQL Server, MySQL y MongoDB.<\/p>\n\n\n\n<p>\u2022 <strong>Librer\u00edas Especializadas:<\/strong> Numpy, Matplotlib, Seaborn y Pytorch<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div data-wp-context=\"{ &quot;autoclose&quot;: false, &quot;accordionItems&quot;: [] }\" data-wp-interactive=\"core\/accordion\" role=\"group\" class=\"wp-block-accordion is-layout-flow wp-block-accordion-is-layout-flow\">\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-3&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-3-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" data-wp-on--keydown=\"actions.handleKeyDown\" id=\"accordion-item-3\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">3. Habilidades para la Vida y el Trabajo<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div inert aria-labelledby=\"accordion-item-3\" data-wp-bind--inert=\"!state.isOpen\" id=\"accordion-item-3-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p>No solo ser\u00e1s un experto t\u00e9cnico; desarrollar\u00e1s capacidades clave para destacar en cualquier entorno:<\/p>\n\n\n\n<p>\u2022 <strong>Resoluci\u00f3n de problemas<\/strong> complejos y pensamiento cr\u00edtico.<\/p>\n\n\n\n<p>\u2022 <strong>Toma de decisiones<\/strong> informadas basadas en evidencia.<\/p>\n\n\n\n<p>\u2022 <strong>Creatividad<\/strong> para generar soluciones innovadoras.<\/p>\n\n\n\n<p>\u2022 <strong>Liderazgo y colaboraci\u00f3n<\/strong> en equipos multidisciplinarios.<\/p>\n\n\n\n<p><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div data-wp-context=\"{ &quot;autoclose&quot;: false, &quot;accordionItems&quot;: [] }\" data-wp-interactive=\"core\/accordion\" role=\"group\" class=\"wp-block-accordion is-layout-flow wp-block-accordion-is-layout-flow\">\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-4&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-4-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" data-wp-on--keydown=\"actions.handleKeyDown\" id=\"accordion-item-4\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">4. Compromiso con el Futuro (Sostenibilidad)<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div inert aria-labelledby=\"accordion-item-4\" data-wp-bind--inert=\"!state.isOpen\" id=\"accordion-item-4-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p>Aprender\u00e1s a generar soluciones bajo un enfoque de <strong>Desarrollo Sostenible<\/strong>, asegurando que tus proyectos sean:<\/p>\n\n\n\n<p>\u2022 Socialmente aceptables.<\/p>\n\n\n\n<p>\u2022 Ambientalmente amigables.<\/p>\n\n\n\n<p>\u2022 Econ\u00f3micamente viables<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div data-wp-context=\"{ &quot;autoclose&quot;: false, &quot;accordionItems&quot;: [] }\" data-wp-interactive=\"core\/accordion\" role=\"group\" class=\"wp-block-accordion is-layout-flow wp-block-accordion-is-layout-flow\">\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-5&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-5-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" data-wp-on--keydown=\"actions.handleKeyDown\" id=\"accordion-item-5\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">5. Campo Laboral: \u00bfD\u00f3nde trabajar\u00e1s?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div inert aria-labelledby=\"accordion-item-5\" data-wp-bind--inert=\"!state.isOpen\" id=\"accordion-item-5-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p>Tu talento ser\u00e1 requerido en sectores de alta demanda:<\/p>\n\n\n\n<p>\u2022 <strong>Portales de b\u00fasqueda<\/strong> en la red y servicios de suministro de informaci\u00f3n.<\/p>\n\n\n\n<p>\u2022 Empresas de provisi\u00f3n de <strong>infraestructura de servicios de c\u00f3mputo<\/strong> y procesamiento de datos.<\/p>\n\n\n\n<p>\u2022 Organizaciones dedicadas a la investigaci\u00f3n de mercados y encuestas de opini\u00f3n<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u00a1Inicia tu camino en la carrera con mayor proyecci\u00f3n tecnol\u00f3gica, elige Ciencia de Datos e Informaci\u00f3n!<\/strong><\/p>\n<\/blockquote>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-6 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cosac.sems.gob.mx\/Programas_presenciales\/2024\/CIENCIAS_DE_DATOS_E_INFORMACION1.pdf\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" data-id=\"13985\" src=\"https:\/\/cetis146.edu.mx\/pagina\/wp-content\/uploads\/2026\/01\/ciencia-de-datos-ok-1024x1024.jpg\" alt=\"\" class=\"wp-image-13985\" srcset=\"https:\/\/cetis146.edu.mx\/pagina\/wp-content\/uploads\/2026\/01\/ciencia-de-datos-ok-1024x1024.jpg 1024w, https:\/\/cetis146.edu.mx\/pagina\/wp-content\/uploads\/2026\/01\/ciencia-de-datos-ok-300x300.jpg 300w, https:\/\/cetis146.edu.mx\/pagina\/wp-content\/uploads\/2026\/01\/ciencia-de-datos-ok-150x150.jpg 150w, https:\/\/cetis146.edu.mx\/pagina\/wp-content\/uploads\/2026\/01\/ciencia-de-datos-ok-768x768.jpg 768w, https:\/\/cetis146.edu.mx\/pagina\/wp-content\/uploads\/2026\/01\/ciencia-de-datos-ok.jpg 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n<\/figure>\n\n\n\n<p class=\"has-text-align-center\"><a href=\"https:\/\/cosac.sems.gob.mx\/Programas_presenciales\/2024\/CIENCIAS_DE_DATOS_E_INFORMACION1.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Descarga el plan de estudios<\/a><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00a1Domina el Futuro con la Ciencia de Datos e Informaci\u00f3n! \u00a1Inicia tu camino en la carrera con mayor proyecci\u00f3n tecnol\u00f3gica, elige Ciencia de Datos e Informaci\u00f3n! Descarga el plan de estudios<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-13990","page","type-page","status-publish"],"_links":{"self":[{"href":"https:\/\/cetis146.edu.mx\/pagina\/wp-json\/wp\/v2\/pages\/13990","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cetis146.edu.mx\/pagina\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cetis146.edu.mx\/pagina\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cetis146.edu.mx\/pagina\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cetis146.edu.mx\/pagina\/wp-json\/wp\/v2\/comments?post=13990"}],"version-history":[{"count":3,"href":"https:\/\/cetis146.edu.mx\/pagina\/wp-json\/wp\/v2\/pages\/13990\/revisions"}],"predecessor-version":[{"id":13996,"href":"https:\/\/cetis146.edu.mx\/pagina\/wp-json\/wp\/v2\/pages\/13990\/revisions\/13996"}],"wp:attachment":[{"href":"https:\/\/cetis146.edu.mx\/pagina\/wp-json\/wp\/v2\/media?parent=13990"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}