{"id":42269,"date":"2025-02-11T09:51:39","date_gmt":"2025-02-11T08:51:39","guid":{"rendered":"https:\/\/www.upo.es\/formacionpermanente\/?post_type=microcredenciales&#038;p=42269"},"modified":"2025-09-22T13:36:06","modified_gmt":"2025-09-22T11:36:06","slug":"machine-learning-e-ia-para-investigacion-en-ciencias-sociales","status":"publish","type":"microcredenciales","link":"https:\/\/www.upo.es\/formacionpermanente\/microcredenciales\/machine-learning-e-ia-para-investigacion-en-ciencias-sociales\/","title":{"rendered":"Machine learning e IA para investigaci\u00f3n en ciencias sociales"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"42269\" class=\"elementor elementor-42269\" data-elementor-post-type=\"microcredenciales\">\n\t\t\t\t\t\t<section data-dce-background-image-url=\"https:\/\/www.upo.es\/formacionpermanente\/wp-content\/imagenes\/uploads\/2025\/02\/AdobeStock_734950362.jpg\" class=\"elementor-section elementor-top-section elementor-element elementor-element-50c9a733 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"50c9a733\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-677d2bb0\" data-id=\"677d2bb0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-5f66652 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5f66652\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-8a86d7c\" data-id=\"8a86d7c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dc59e61 elementor-widget elementor-widget-elementskit-heading\" data-id=\"dc59e61\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" ><div class=\"ekit-heading elementskit-section-title-wraper text_left   ekit_heading_tablet-   ekit_heading_mobile-\"><h3 class=\"elementskit-section-subtitle  \">\n\t\t\t\t\t\tMicrocredencial\n\t\t\t\t\t<\/h3>\t\t\t\t<div class='ekit-heading__description'>\n\t\t\t\t\t<p>I Ed.<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b0f83a0 elementor-align-left elementor-widget elementor-widget-global elementor-global-12362 elementor-widget-button\" data-id=\"b0f83a0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Matr\u00edcula cerrada<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-a507899\" data-id=\"a507899\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-61ae55ab elementor-section-full_width elementor-section-content-top elementor-section-height-min-height elementor-section-items-top elementor-section-height-default\" data-id=\"61ae55ab\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;],&quot;sticky_offset&quot;:0,&quot;sticky_effects_offset&quot;:0,&quot;sticky_anchor_link_offset&quot;:0}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-12 elementor-top-column elementor-element elementor-element-6c2acc77\" data-id=\"6c2acc77\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-12 elementor-top-column elementor-element elementor-element-f184948\" data-id=\"f184948\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f3a42da ekit-equal-height-disable elementor-widget elementor-widget-elementskit-icon-box\" data-id=\"f3a42da\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" >        <!-- link opening -->\n                <a href=\"#\" class=\"ekit_global_links\">\n                <!-- end link opening -->\n\n        <div class=\"elementskit-infobox text-center text- icon-top-align elementor-animation-   \">\n                    <div class=\"elementskit-box-header elementor-animation-\">\n                <div class=\"elementskit-info-box-icon  \">\n                    <i aria-hidden=\"true\" class=\"elementkit-infobox-icon icon icon-internet\"><\/i>\n                <\/div>\n          <\/div>\n                        <div class=\"box-body\">\n                            <h3 class=\"elementskit-info-box-title\">\n                    Modalidad                <\/h3>\n                        \t\t  \t<p>H\u00edbrida<\/p>\n                                <\/div>\n        \n        \n                <\/div>\n                <\/a>\n        <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-12 elementor-top-column elementor-element elementor-element-3aecd83 elementor-hidden-mobile\" data-id=\"3aecd83\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-35e6f61 ekit-equal-height-disable elementor-widget elementor-widget-elementskit-icon-box\" data-id=\"35e6f61\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" >        <!-- link opening -->\n                <a href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjQwNTU0IiwidG9nZ2xlIjpmYWxzZX0%3D\" class=\"ekit_global_links\">\n                <!-- end link opening -->\n\n        <div class=\"elementskit-infobox text-center text- icon-top-align elementor-animation-   \">\n                    <div class=\"elementskit-box-header elementor-animation-\">\n                <div class=\"elementskit-info-box-icon  \">\n                    <i aria-hidden=\"true\" class=\"elementkit-infobox-icon fas fa-level-up-alt\"><\/i>\n                <\/div>\n          <\/div>\n                        <div class=\"box-body\">\n                            <h3 class=\"elementskit-info-box-title\">\n                    Nivel MECES \u24d8                <\/h3>\n                        \t\t  \t<p>Nivel MECES 3 - EQF 7<\/p>\n                                <\/div>\n        \n        \n                <\/div>\n                <\/a>\n        <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-12 elementor-top-column elementor-element elementor-element-aa30c2d\" data-id=\"aa30c2d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1ebe398 elementor-hidden-mobile ekit-equal-height-disable elementor-widget elementor-widget-elementskit-icon-box\" data-id=\"1ebe398\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" >        <!-- link opening -->\n                <a href=\"#calendario\" class=\"ekit_global_links\">\n                <!-- end link opening -->\n\n        <div class=\"elementskit-infobox text-center text- icon-top-align elementor-animation-   \">\n                    <div class=\"elementskit-box-header elementor-animation-\">\n                <div class=\"elementskit-info-box-icon  \">\n                    <i aria-hidden=\"true\" class=\"elementkit-infobox-icon far fa-calendar-check\"><\/i>\n                <\/div>\n          <\/div>\n                        <div class=\"box-body\">\n                            <h3 class=\"elementskit-info-box-title\">\n                    Fecha de inicio \u24d8                <\/h3>\n                        \t\t  \t<p>22\/09\/2025<\/p>\n                                <\/div>\n        \n        \n                <\/div>\n                <\/a>\n        <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a057a11 elementor-hidden-desktop elementor-hidden-tablet ekit-equal-height-disable elementor-widget elementor-widget-elementskit-icon-box\" data-id=\"a057a11\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" >        <!-- link opening -->\n                <a href=\"#calendario\" class=\"ekit_global_links\">\n                <!-- end link opening -->\n\n        <div class=\"elementskit-infobox text-center text- icon-top-align elementor-animation-   \">\n                    <div class=\"elementskit-box-header elementor-animation-\">\n                <div class=\"elementskit-info-box-icon  \">\n                    <i aria-hidden=\"true\" class=\"elementkit-infobox-icon far fa-calendar-check\"><\/i>\n                <\/div>\n          <\/div>\n                        <div class=\"box-body\">\n                            <h3 class=\"elementskit-info-box-title\">\n                    Fecha de inicio                <\/h3>\n                        \t\t  \t<p>22\/09\/2025<\/p>\n                                <\/div>\n        \n        \n                <\/div>\n                <\/a>\n        <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-12 elementor-top-column elementor-element elementor-element-d393f6c\" data-id=\"d393f6c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a2e18c1 ekit-equal-height-disable elementor-widget elementor-widget-elementskit-icon-box\" data-id=\"a2e18c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" >        <!-- link opening -->\n                <a href=\"#\" class=\"ekit_global_links\">\n                <!-- end link opening -->\n\n        <div class=\"elementskit-infobox text-center text- icon-top-align elementor-animation-   \">\n                    <div class=\"elementskit-box-header elementor-animation-\">\n                <div class=\"elementskit-info-box-icon  \">\n                    <i aria-hidden=\"true\" class=\"elementkit-infobox-icon fas fa-university\"><\/i>\n                <\/div>\n          <\/div>\n                        <div class=\"box-body\">\n                            <h3 class=\"elementskit-info-box-title\">\n                    Horas y ECTS                <\/h3>\n                                            <\/div>\n        \n        \n                <\/div>\n                <\/a>\n        <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-5348695 elementor-section-content-top elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5348695\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-narrow\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-e8755c1\" data-id=\"e8755c1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1d7c444 elementor-widget elementor-widget-text-editor\" data-id=\"1d7c444\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t37,5 horas\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-4bb1b04\" data-id=\"4bb1b04\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-17276f1 elementor-widget elementor-widget-text-editor\" data-id=\"17276f1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t5 ECTS\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-12 elementor-top-column elementor-element elementor-element-f4fab67\" data-id=\"f4fab67\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2be6718 ekit-equal-height-disable elementor-widget elementor-widget-elementskit-icon-box\" data-id=\"2be6718\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" >        <!-- link opening -->\n                <a href=\"#\" class=\"ekit_global_links\">\n                <!-- end link opening -->\n\n        <div class=\"elementskit-infobox text-center text- icon-top-align elementor-animation-   \">\n                    <div class=\"elementskit-box-header elementor-animation-\">\n                <div class=\"elementskit-info-box-icon  \">\n                    <i aria-hidden=\"true\" class=\"elementkit-infobox-icon fas fa-euro-sign\"><\/i>\n                <\/div>\n          <\/div>\n                        <div class=\"box-body\">\n                            <h3 class=\"elementskit-info-box-title\">\n                    Tasas                <\/h3>\n                        \t\t  \t<p>290 * \u20ac<\/p>\n                                <\/div>\n        \n        \n                <\/div>\n                <\/a>\n        <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e491b7a elementor-widget elementor-widget-text-editor\" data-id=\"e491b7a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>(*) El precio para el estudiantado UPO es de 90\u20ac<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-12 elementor-top-column elementor-element elementor-element-94ee67c elementor-hidden-mobile\" data-id=\"94ee67c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0aa331b elementor-align-left elementor-widget elementor-widget-global elementor-global-12362 elementor-widget-button\" data-id=\"0aa331b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Matr\u00edcula cerrada<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8adb16b elementor-widget elementor-widget-text-editor\" data-id=\"8adb16b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>El plazo de matriculaci\u00f3n finaliza cinco d\u00edas antes del inicio de la formaci\u00f3n<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-12 elementor-top-column elementor-element elementor-element-95e3040 elementor-hidden-mobile\" data-id=\"95e3040\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-37a3a957 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"37a3a957\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-55032145\" data-id=\"55032145\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2ef7b120 elementor-widget elementor-widget-spacer\" data-id=\"2ef7b120\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5bf741d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5bf741d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1125802\" data-id=\"1125802\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3c5847d elementor-widget elementor-widget-text-editor\" data-id=\"3c5847d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>La <strong>miner\u00eda de datos<\/strong> es el proceso de encontrar patrones, hechos y relaciones en grandes cantidades de informaci\u00f3n. Esto es posible gracias a los <strong>algoritmos de aprendizaje autom\u00e1tico<\/strong> (<strong>Machine Learning<\/strong>), que forman parte de la <strong>Inteligencia Artificial (IA)<\/strong>. Estos algoritmos ayudan a analizar datos para hacer <strong>predicciones<\/strong> y <strong>clasificaciones<\/strong>, cambiando la forma en que entendemos y usamos la informaci\u00f3n en diferentes \u00e1reas.<\/p>\n<p>El <strong>Machine Learning<\/strong> est\u00e1 cambiando muchas industrias y tiene un gran impacto en nuestra vida diaria. Sus aplicaciones incluyen:<\/p>\n<ul>\n<li><strong>Recomendaci\u00f3n de productos<\/strong> en tiendas online.<\/li>\n<li>Creaci\u00f3n de <strong>veh\u00edculos aut\u00f3nomos<\/strong>.<\/li>\n<li><strong>Predicci\u00f3n de ventas<\/strong> y an\u00e1lisis de mercado.<\/li>\n<li><strong>Clasificaci\u00f3n de im\u00e1genes<\/strong> en salud, seguridad y m\u00e1s.<\/li>\n<li><strong>An\u00e1lisis de sentimientos<\/strong> en redes sociales y encuestas.<\/li>\n<\/ul>\n<p>Este curso te ense\u00f1ar\u00e1 los conceptos b\u00e1sicos del <strong>Aprendizaje Autom\u00e1tico<\/strong> sin necesidad de saber programar. No necesitas conocimientos previos de <strong>Python<\/strong> o <strong>R<\/strong>, y no se ver\u00e1 c\u00f3digo durante las clases. El enfoque es pr\u00e1ctico y est\u00e1 pensado especialmente para las <strong>Ciencias Sociales<\/strong>.<\/p>\n<p>Si quieres ir un paso m\u00e1s all\u00e1, te recomendamos obtener la <strong>microcredencial &#8216;Machine Learning e IA para Investigaci\u00f3n en Ciencias Sociales&#8217;<\/strong>. Con esta acreditaci\u00f3n, podr\u00e1s certificar tus conocimientos en <strong>Inteligencia Artificial<\/strong> aplicada al an\u00e1lisis de datos sociales.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1ef6692 elementor-reverse-tablet elementor-reverse-mobile elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1ef6692\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ff5936d\" data-id=\"ff5936d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4cdcbe0 elementor-widget elementor-widget-elementskit-heading\" data-id=\"4cdcbe0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" ><div class=\"ekit-heading elementskit-section-title-wraper text_center   ekit_heading_tablet-   ekit_heading_mobile-\"><h5 class=\"ekit-heading--title elementskit-section-title \">Entidades colaboradoras<\/h5><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-84165f7 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"84165f7\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wider\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-307d259\" data-id=\"307d259\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-dce-background-color=\"#f2f3f6\" class=\"elementor-section elementor-top-section elementor-element elementor-element-a059dcb elementor-hidden-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a059dcb\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-75af2ef\" data-id=\"75af2ef\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-eabc8c7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"eabc8c7\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-411b7fb\" data-id=\"411b7fb\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-5ef24fe\" data-id=\"5ef24fe\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3abfa04 elementor-widget elementor-widget-elementskit-heading\" data-id=\"3abfa04\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" ><div class=\"ekit-heading elementskit-section-title-wraper text_center   ekit_heading_tablet-   ekit_heading_mobile-\"><h2 class=\"ekit-heading--title elementskit-section-title \">M\u00e1s informaci\u00f3n<\/h2><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-a67b3d8\" data-id=\"a67b3d8\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-d968ea8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d968ea8\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-1db340c\" data-id=\"1db340c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f521b86 ekit-equal-height-disable elementor-widget elementor-widget-elementskit-image-box\" data-id=\"f521b86\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" >\n            <div class=\"elementskit-info-image-box ekit-image-box text-left style-sideline\" >\n\n                <a href=\"#aprender\">\n                <div class=\"elementskit-box-header image-box-img-left\">\n\n                    <img decoding=\"async\" src=\"https:\/\/www.upo.es\/formacionpermanente\/wp-content\/imagenes\/uploads\/elementor\/thumbs\/3-micro-link-r13pynue07ptafm27bhq8ef2ul4dm2ppb6div4q8qs.jpg\" title=\"3-micro-link\" alt=\"3-micro-link\" loading=\"lazy\" \/>\n                <\/div>\n                <\/a>\n                <div class=\"elementskit-box-body ekit-image-box-body\">\n                    <div class=\"elementskit-box-content ekit-image-box-body-inner\">\n                                                <h3 class=\"elementskit-info-box-title\">\n\n                        \u00bfQu\u00e9 vas a aprender en la microcredencial?\n                        \n                    <\/h3>\n                                                        <\/div>\n\n                            <\/div>\n            <\/div>\n    <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-49d9174\" data-id=\"49d9174\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-69656ba ekit-equal-height-disable elementor-widget elementor-widget-elementskit-image-box\" data-id=\"69656ba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" >\n            <div class=\"elementskit-info-image-box ekit-image-box text-left style-sideline\" >\n\n                <a href=\"#perfil\">\n                <div class=\"elementskit-box-header image-box-img-left\">\n\n                    <img decoding=\"async\" src=\"https:\/\/www.upo.es\/formacionpermanente\/wp-content\/imagenes\/uploads\/elementor\/thumbs\/1-micro-link-r13prj8g6fyj8vystqkktp68oe968pezbw9yulapxg.jpg\" title=\"1-micro-link\" alt=\"1-micro-link\" loading=\"lazy\" \/>\n                <\/div>\n                <\/a>\n                <div class=\"elementskit-box-body ekit-image-box-body\">\n                    <div class=\"elementskit-box-content ekit-image-box-body-inner\">\n                                                <h3 class=\"elementskit-info-box-title\">\n\n                        \u00bfA qui\u00e9n est\u00e1 dirigida la microcredencial?\n                        \n                    <\/h3>\n                                                        <\/div>\n\n                            <\/div>\n            <\/div>\n    <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-ceb2ebd\" data-id=\"ceb2ebd\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-eb09789 ekit-equal-height-disable elementor-widget elementor-widget-elementskit-image-box\" data-id=\"eb09789\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" >\n            <div class=\"elementskit-info-image-box ekit-image-box text-left style-sideline\" >\n\n                <a href=\"#contenido\">\n                <div class=\"elementskit-box-header image-box-img-left\">\n\n                    <img decoding=\"async\" src=\"https:\/\/www.upo.es\/formacionpermanente\/wp-content\/imagenes\/uploads\/elementor\/thumbs\/2-micro-link-r13prhcrsrvylo1j4prbopnbhmiftb7inmyzw1di9w.jpg\" title=\"2-micro-link\" alt=\"2-micro-link\" loading=\"lazy\" \/>\n                <\/div>\n                <\/a>\n                <div class=\"elementskit-box-body ekit-image-box-body\">\n                    <div class=\"elementskit-box-content ekit-image-box-body-inner\">\n                                                <h3 class=\"elementskit-info-box-title\">\n\n                        Contenido y programa de la microcredencial\n                        \n                    <\/h3>\n                                                        <\/div>\n\n                            <\/div>\n            <\/div>\n    <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-0aabea5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0aabea5\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-a383da8\" data-id=\"a383da8\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-527b15f ekit-equal-height-disable elementor-widget elementor-widget-elementskit-image-box\" data-id=\"527b15f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" >\n            <div class=\"elementskit-info-image-box ekit-image-box text-left style-sideline\" >\n\n                <a href=\"#profesorado\">\n                <div class=\"elementskit-box-header image-box-img-left\">\n\n                    <img decoding=\"async\" src=\"https:\/\/www.upo.es\/formacionpermanente\/wp-content\/imagenes\/uploads\/elementor\/thumbs\/6-micro-link-r13prdlf1fqtb86zqo4teqlh430yyislb4d1yxj2ys.jpg\" title=\"6-micro-link\" alt=\"6-micro-link\" loading=\"lazy\" \/>\n                <\/div>\n                <\/a>\n                <div class=\"elementskit-box-body ekit-image-box-body\">\n                    <div class=\"elementskit-box-content ekit-image-box-body-inner\">\n                                                <h3 class=\"elementskit-info-box-title\">\n\n                        Comisi\u00f3n acad\u00e9mica y profesorado\n                        \n                    <\/h3>\n                                                        <\/div>\n\n                            <\/div>\n            <\/div>\n    <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-a7b83aa\" data-id=\"a7b83aa\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-89060af ekit-equal-height-disable elementor-widget elementor-widget-elementskit-image-box\" data-id=\"89060af\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" >\n            <div class=\"elementskit-info-image-box ekit-image-box text-left style-sideline\" >\n\n                <a href=\"#evaluacion\">\n                <div class=\"elementskit-box-header image-box-img-left\">\n\n                    <img decoding=\"async\" src=\"https:\/\/www.upo.es\/formacionpermanente\/wp-content\/imagenes\/uploads\/elementor\/thumbs\/4-micro-link-r13prfh3f3tdyg49foy2jq4eaurpdx01zdo0xhgamc.jpg\" title=\"4-micro-link\" alt=\"4-micro-link\" loading=\"lazy\" \/>\n                <\/div>\n                <\/a>\n                <div class=\"elementskit-box-body ekit-image-box-body\">\n                    <div class=\"elementskit-box-content ekit-image-box-body-inner\">\n                                                <h3 class=\"elementskit-info-box-title\">\n\n                        Sistema <\/br>de evaluaci\u00f3n\n                        \n                    <\/h3>\n                                                        <\/div>\n\n                            <\/div>\n            <\/div>\n    <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-3098be3\" data-id=\"3098be3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b45a781 ekit-equal-height-disable elementor-widget elementor-widget-elementskit-image-box\" data-id=\"b45a781\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" >\n            <div class=\"elementskit-info-image-box ekit-image-box text-left style-sideline\" >\n\n                <a href=\"#calendario\">\n                <div class=\"elementskit-box-header image-box-img-left\">\n\n                    <img decoding=\"async\" src=\"https:\/\/www.upo.es\/formacionpermanente\/wp-content\/imagenes\/uploads\/elementor\/thumbs\/5-micro-link-r13prej989s3mu5ml6jfz8cxpgwc67wbn90jg7hosk.jpg\" title=\"5-micro-link\" alt=\"5-micro-link\" loading=\"lazy\" \/>\n                <\/div>\n                <\/a>\n                <div class=\"elementskit-box-body ekit-image-box-body\">\n                    <div class=\"elementskit-box-content ekit-image-box-body-inner\">\n                                                <h3 class=\"elementskit-info-box-title\">\n\n                        Calendario de la microcredencial\n                        \n                    <\/h3>\n                                                        <\/div>\n\n                            <\/div>\n            <\/div>\n    <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-35522a2 elementor-hidden-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"35522a2\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b421d81\" data-id=\"b421d81\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8e41e5d elementor-widget elementor-widget-spacer\" data-id=\"8e41e5d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3311dbd6 elementor-hidden-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3311dbd6\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6a6ff01\" data-id=\"6a6ff01\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-2c49acf1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2c49acf1\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wider\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-69f3f4c\" data-id=\"69f3f4c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5d89fe60 elementor-widget elementor-widget-elementskit-heading\" data-id=\"5d89fe60\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" ><div class=\"ekit-heading elementskit-section-title-wraper text_left   ekit_heading_tablet-   ekit_heading_mobile-\"><h4 class=\"elementskit-section-subtitle  \">\n\t\t\t\t\t\tContacta con nosotros\n\t\t\t\t\t<\/h4><h2 class=\"ekit-heading--title elementskit-section-title \">\u00bfTienes dudas?<\/h2><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-11aa8fc elementor-button-align-stretch elementor-widget elementor-widget-form\" data-id=\"11aa8fc\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;step_next_label&quot;:&quot;Siguiente&quot;,&quot;step_previous_label&quot;:&quot;Anterior&quot;,&quot;dce_confirm_dialog_enabled&quot;:&quot;no&quot;,&quot;step_type&quot;:&quot;number_text&quot;,&quot;step_icon_shape&quot;:&quot;circle&quot;,&quot;label_icon_size&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;field_icon_size&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"form.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<form class=\"elementor-form\" method=\"post\" id=\"solicita_info_microcredenciales\" name=\"Mas info microcredenciales\" aria-label=\"Mas info microcredenciales\">\n\t\t\t<input type=\"hidden\" name=\"post_id\" value=\"42269\"\/>\n\t\t\t<input type=\"hidden\" name=\"form_id\" value=\"11aa8fc\"\/>\n\t\t\t<input type=\"hidden\" name=\"referer_title\" value=\"Formaci\u00f3n Permanente UPO\" \/>\n\n\t\t\t\n\t\t\t<div class=\"elementor-form-fields-wrapper elementor-labels-above\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-name elementor-col-100 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[name]\" id=\"form-field-name\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" placeholder=\"Nombre y apellidos\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-tel elementor-field-group elementor-column elementor-field-group-field_3c941b6 elementor-col-100\">\n\t\t\t\t\t\t\t<input size=\"1\" type=\"tel\" name=\"form_fields[field_3c941b6]\" id=\"form-field-field_3c941b6\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" placeholder=\"Tel\u00e9fono\" pattern=\"[0-9()#&amp;+*-=.]+\" title=\"Solo se aceptan n\u00fameros y caracteres de tel\u00e9fono (#,-,*,etc).\">\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-email elementor-field-group elementor-column elementor-field-group-email elementor-col-100 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"email\" name=\"form_fields[email]\" id=\"form-field-email\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" placeholder=\"Correo electr\u00f3nico\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-textarea elementor-field-group elementor-column elementor-field-group-message elementor-col-100 elementor-field-required\">\n\t\t\t\t\t<textarea class=\"elementor-field-textual elementor-field  elementor-size-sm\" name=\"form_fields[message]\" id=\"form-field-message\" rows=\"4\" placeholder=\"\u00bfCu\u00e1l es tu consulta?\" required=\"required\"><\/textarea>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-acceptance elementor-field-group elementor-column elementor-field-group-field_e8b65c3 elementor-col-100 elementor-field-required\">\n\t\t\t\t\t\t\t<div class=\"elementor-field-subgroup\">\n\t\t\t<span class=\"elementor-field-option\">\n\t\t\t\t<input type=\"checkbox\" name=\"form_fields[field_e8b65c3]\" id=\"form-field-field_e8b65c3\" class=\"elementor-field elementor-size-sm  elementor-acceptance-field\" required=\"required\">\n\t\t\t\t<label for=\"form-field-field_e8b65c3\">De acuerdo con lo establecido por la normativa vigente solicitamos su consentimiento expreso para enviarle informaci\u00f3n sobre nuestras actividades y programas que consideremos puedan ser de su inter\u00e9s, por correo electr\u00f3nico. Para m\u00e1s informaci\u00f3n consulte \n<a href=\"https:\/\/www.upo.es\/fundaciones\/politica-de-privacidad\/\">nuestra pol\u00edtica de privacidad<\/a>.<\/label>\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-hidden elementor-field-group elementor-column elementor-field-group-field_0752859 elementor-col-100\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"hidden\" name=\"form_fields[field_0752859]\" id=\"form-field-field_0752859\" class=\"elementor-field elementor-size-sm  elementor-field-textual\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-recaptcha_v3 elementor-field-group elementor-column elementor-field-group-field_651b643 elementor-col-100 recaptcha_v3-inline\">\n\t\t\t\t\t<div class=\"elementor-field\" id=\"form-field-field_651b643\"><div class=\"elementor-g-recaptcha\" data-sitekey=\"6LdsZzcnAAAAAEs6XcB8-fFcNVRlnbUaQF78tCSd\" data-type=\"v3\" data-action=\"Form\" data-badge=\"inline\" data-size=\"invisible\"><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-group elementor-column elementor-field-type-submit elementor-col-100 e-form__buttons\">\n\t\t\t\t\t<button class=\"elementor-button elementor-size-sm\" type=\"submit\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Enviar<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/button>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/form>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-47835d03 elementor-hidden-mobile\" data-id=\"47835d03\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5d8c55fe elementor-widget elementor-widget-image\" data-id=\"5d8c55fe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"600\" height=\"546\" src=\"https:\/\/www.upo.es\/formacionpermanente\/wp-content\/imagenes\/uploads\/2025\/01\/Recurso-Micro-1.png\" class=\"attachment-large size-large wp-image-40479\" alt=\"\" srcset=\"https:\/\/www.upo.es\/formacionpermanente\/wp-content\/imagenes\/uploads\/2025\/01\/Recurso-Micro-1.png 600w, https:\/\/www.upo.es\/formacionpermanente\/wp-content\/imagenes\/uploads\/2025\/01\/Recurso-Micro-1-300x273.png 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5dbe202a elementor-hidden-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5dbe202a\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5e03dbc2\" data-id=\"5e03dbc2\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-32f98a43 elementor-widget elementor-widget-spacer\" data-id=\"32f98a43\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-dce-background-image-url=\"https:\/\/www.upo.es\/formacionpermanente\/wp-content\/imagenes\/uploads\/2024\/03\/IMG_2402-Mejorado-NR-2048x1365.jpg\" class=\"elementor-section elementor-top-section elementor-element elementor-element-4c312cbe elementor-section-height-min-height elementor-section-content-middle elementor-hidden-mobile elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"4c312cbe\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-72cd8442\" data-id=\"72cd8442\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c4319dc elementor-widget elementor-widget-elementskit-heading\" data-id=\"c4319dc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" ><div class=\"ekit-heading elementskit-section-title-wraper text_center   ekit_heading_tablet-   ekit_heading_mobile-\"><h2 class=\"ekit-heading--title elementskit-section-title \">\u00bfConoces el resto de la oferta de Microcredenciales de la UPO?<\/h2><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9fb1096 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"9fb1096\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"#\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Acceder a la oferta de Microcredenciales<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-39758901 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"39758901\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-35230274\" data-id=\"35230274\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-269ee91 elementor-widget elementor-widget-menu-anchor\" data-id=\"269ee91\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"aprender\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b8c847b elementor-widget elementor-widget-spacer\" data-id=\"7b8c847b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5994f03 elementor-widget elementor-widget-elementskit-heading\" data-id=\"5994f03\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" ><div class=\"ekit-heading elementskit-section-title-wraper text_center   ekit_heading_tablet-   ekit_heading_mobile-\"><h2 class=\"ekit-heading--title elementskit-section-title \">\u00bfQu\u00e9 vas a aprender en la microcredencial?<\/h2><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-003bc59 elementor-widget elementor-widget-text-editor\" data-id=\"003bc59\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Los estudiantes del curso de <strong>machine learning<\/strong>\u00a0tendr\u00e1n la oportunidad de realizar <strong>an\u00e1lisis m\u00e1s precisos y s\u00f3lidos<\/strong>, permiti\u00e9ndoles abordar <strong>problemas sociales<\/strong> desde nuevas perspectivas. Esto facilita una <strong>toma de decisiones basada en evidencia<\/strong>, esencial para enfrentar los desaf\u00edos actuales en \u00e1reas como la pol\u00edtica, la econom\u00eda y la investigaci\u00f3n social.<\/p>\n<p><strong>Ventajas de aplicar machine learning en ciencias sociales<\/strong><\/p>\n<p>Aprender <strong>machine learning<\/strong> aplicado a las <strong>ciencias sociales<\/strong>\u00a0no solo potencia las capacidades de investigaci\u00f3n, sino que tambi\u00e9n <strong>mejora la empleabilidad<\/strong>. Las habilidades tecnol\u00f3gicas, como el an\u00e1lisis de grandes vol\u00famenes de datos, son cada vez m\u00e1s demandadas en el mercado laboral.<\/p>\n<p>A diferencia de los m\u00e9todos tradicionales, el <strong>machine learning<\/strong>\u00a0permite trabajar con <strong>grandes cantidades de datos<\/strong> de manera eficiente, ofreciendo soluciones m\u00e1s amplias y precisas a problemas complejos. Esto es especialmente \u00fatil para analizar fen\u00f3menos sociales en tiempo real, identificar patrones ocultos y predecir tendencias futuras.<\/p>\n<p><strong>El rol de los datos en el futuro de las Ciencias Sociales<\/strong><\/p>\n<p>En un mundo donde los <strong>datos son el nuevo petr\u00f3leo<\/strong>, las <strong>ciencias sociales<\/strong> no pueden quedarse atr\u00e1s. El <strong>machine learning<\/strong>\u00a0permite a los investigadores aprovechar estas nuevas fuentes de informaci\u00f3n para generar <strong>conocimientos relevantes y oportunos<\/strong>. Gracias a estas herramientas, es posible entender mejor las din\u00e1micas sociales y proponer soluciones innovadoras basadas en an\u00e1lisis de datos avanzados.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3abbf26 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3abbf26\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-457002f\" data-id=\"457002f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bf53f0d elementor-widget elementor-widget-menu-anchor\" data-id=\"bf53f0d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"perfil\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-422f2ff elementor-widget elementor-widget-spacer\" data-id=\"422f2ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fe894af elementor-widget elementor-widget-elementskit-heading\" data-id=\"fe894af\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" ><div class=\"ekit-heading elementskit-section-title-wraper text_center   ekit_heading_tablet-   ekit_heading_mobile-\"><h2 class=\"ekit-heading--title elementskit-section-title \">\u00bfA qui\u00e9n est\u00e1 dirigida esta microcredencial?<\/h2><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c3293fb elementor-widget elementor-widget-text-editor\" data-id=\"c3293fb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>La <strong>microcredencial en Machine learning e IA para investigaci\u00f3n en ciencias sociales<\/strong> est\u00e1 dise\u00f1ada para <strong>profesionales, investigadores<\/strong> y <strong>miembros de la comunidad acad\u00e9mica<\/strong> que deseen aplicar herramientas de <strong>aprendizaje autom\u00e1tico<\/strong> en sus proyectos.<\/p>\n<p>No se requiere experiencia previa en programaci\u00f3n ni conocimientos t\u00e9cnicos espec\u00edficos para ser admitido en el curso. Est\u00e1 abierto a todos los interesados en explorar c\u00f3mo el <strong>machine learning<\/strong> puede transformar el an\u00e1lisis y la interpretaci\u00f3n de datos en el \u00e1mbito de las <b>ciencias sociales.\u00a0<\/b><\/p>\n<p><strong>(*) Precio reducido para estudiantado UPO<\/strong><\/p>\n<p>Los estudiantes de la Universidad Pablo de Olavide cuentan con una <strong>subvenci\u00f3n del 69%<\/strong> sobre el precio final.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9d64d28 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9d64d28\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-bdeb5b7\" data-id=\"bdeb5b7\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-678e8ec elementor-widget elementor-widget-menu-anchor\" data-id=\"678e8ec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"contenido\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-67d3cc3 elementor-widget elementor-widget-spacer\" data-id=\"67d3cc3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f00b9a7 elementor-widget elementor-widget-elementskit-heading\" data-id=\"f00b9a7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" ><div class=\"ekit-heading elementskit-section-title-wraper text_center   ekit_heading_tablet-   ekit_heading_mobile-\"><h2 class=\"ekit-heading--title elementskit-section-title \">Contenidos y programa de la microcredencial<\/h2><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69e3d83 elementor-widget elementor-widget-text-editor\" data-id=\"69e3d83\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Este curso de <strong>Machine learning aplicado a las ciencias sociales<\/strong> est\u00e1 dise\u00f1ado para <strong>mejorar las habilidades de investigaci\u00f3n<\/strong> de los participantes y potenciar su impacto en la <strong>investigaci\u00f3n acad\u00e9mica<\/strong>. Adem\u00e1s, busca <strong>aumentar la empleabilidad<\/strong> de los estudiantes, proporcion\u00e1ndoles herramientas tecnol\u00f3gicas altamente demandadas en el mercado laboral.<\/p>\n<p>Los participantes aprender\u00e1n a <strong>enfrentar desaf\u00edos del mundo real<\/strong> de manera <strong>innovadora<\/strong> y <strong>\u00e9tica<\/strong>, aplicando t\u00e9cnicas de <strong>aprendizaje autom\u00e1tico<\/strong> para analizar y resolver problemas complejos en el \u00e1mbito social.<\/p>\n<p>Los temas que componen esta microcredencial son los siguientes:<\/p>\n<ol>\n<li>Introducci\u00f3n al Data Mining\/Miner\u00eda de Datos y a la herramienta de investigaci\u00f3n Orange Data Mining.<\/li>\n<li>Funcionalidades de Orange para el an\u00e1lisis de datos.<\/li>\n<li>Flujos de trabajo de datos Orange.<\/li>\n<li>Widgets y canales en Orange Data Mining.<\/li>\n<li>Carga de datos con Orange.<\/li>\n<li>An\u00e1lisis exploratorio de datos con Orange.<\/li>\n<li>Modelado predictivo con Orange.<\/li>\n<li>Que es el Machine Learning (aprendizaje supervisado).<\/li>\n<li>Widgets de Text Mining en Orange Data Mining.<\/li>\n<li>Scraping y carga de datos con Orange.<\/li>\n<li>An\u00e1lisis de text-mining con Orange.<\/li>\n<li>Topic Modelling.<\/li>\n<li>Modelado predictivo con Orange aplicado a RRHH.<\/li>\n<li>Modelado predictivo con Orange aplicado a emprendimiento.<\/li>\n<li>Modelado predictivo con Orange aplicado a toma de decisiones.<\/li>\n<li>Machine Learning avanzado (aprendizaje supervisado).<\/li>\n<li>Pr\u00e1cticas de dise\u00f1os de casos orientados a la predicci\u00f3n y clasificaci\u00f3n.<\/li>\n<\/ol>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-243c954 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"243c954\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ebadb62\" data-id=\"ebadb62\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9d75df8 elementor-widget elementor-widget-menu-anchor\" data-id=\"9d75df8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"profesorado\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6832083 elementor-widget elementor-widget-spacer\" data-id=\"6832083\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-93a2d82 elementor-widget elementor-widget-elementskit-heading\" data-id=\"93a2d82\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" ><div class=\"ekit-heading elementskit-section-title-wraper text_center   ekit_heading_tablet-   ekit_heading_mobile-\"><h2 class=\"ekit-heading--title elementskit-section-title \">Comisi\u00f3n acad\u00e9mica<\/h2><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-b43d71b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b43d71b\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-4cfe911\" data-id=\"4cfe911\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b24213d elementor-widget elementor-widget-elementskit-team\" data-id=\"b24213d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-team.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\">\t\t\t\t\t\t\t\t\n\t\t<div class=\"profile-card elementor-animation- text-center ekit-team-style-default\">\n\t\t\t\n\t\t\t\t<div class=\"profile-header ekit-team-img ekit-img-overlay ekit-team-img-block\" >\n\t\t\t\t\t<img decoding=\"async\" width=\"636\" height=\"644\" src=\"https:\/\/www.upo.es\/formacionpermanente\/wp-content\/imagenes\/uploads\/2025\/02\/pilar-gr.jpg\" class=\"attachment-large size-large wp-image-42276\" alt=\"Pilar Gir\u00e1ldez Puig\" srcset=\"https:\/\/www.upo.es\/formacionpermanente\/wp-content\/imagenes\/uploads\/2025\/02\/pilar-gr.jpg 636w, https:\/\/www.upo.es\/formacionpermanente\/wp-content\/imagenes\/uploads\/2025\/02\/pilar-gr-296x300.jpg 296w\" sizes=\"(max-width: 636px) 100vw, 636px\" \/>\t\t\t\t<\/div><!-- .profile-header END -->\n\t\t\t\n\n\t\t\t\t<div class=\"profile-body\">\n\t\t\t\t\t\n\t\t\t\t\t<h2 class=\"profile-title\">\n\t\t\t\t\t\t\t\t\t\t\tPilar Gir\u00e1ldez Puig\t\t\t\t\t\t\t\t\t\t<\/h2>\n\t\t\t\t\t<p class=\"profile-designation\">Direcci\u00f3n Acad\u00e9mica<\/p>\n\t\t\t\t\t\t\t\t\t\t<p class=\"profile-content\">Profesora contratada doctora de la Universidad Pablo de Olavide, en el Dpto. de Econom\u00eda Financiera y Contabilidad.<\/p>\n\t\t\t\t\t\t\t\t\t<\/div><!-- .profile-body END -->\n\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\n\t\t\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-ab5c34e\" data-id=\"ab5c34e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f03a760 elementor-widget elementor-widget-elementskit-team\" data-id=\"f03a760\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-team.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\">\t\t\t\t\t\t\t\t\n\t\t<div class=\"profile-card elementor-animation- text-center ekit-team-style-default\">\n\t\t\t\n\t\t\t\t<div class=\"profile-header ekit-team-img ekit-img-overlay ekit-team-img-block\" >\n\t\t\t\t\t<img decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.upo.es\/formacionpermanente\/wp-content\/imagenes\/uploads\/2025\/02\/pedro-ram.jpg\" class=\"attachment-large size-large wp-image-42274\" alt=\"Pedro Ramiro Palos S\u00e1nchez\" srcset=\"https:\/\/www.upo.es\/formacionpermanente\/wp-content\/imagenes\/uploads\/2025\/02\/pedro-ram.jpg 200w, https:\/\/www.upo.es\/formacionpermanente\/wp-content\/imagenes\/uploads\/2025\/02\/pedro-ram-150x150.jpg 150w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/>\t\t\t\t<\/div><!-- .profile-header END -->\n\t\t\t\n\n\t\t\t\t<div class=\"profile-body\">\n\t\t\t\t\t\n\t\t\t\t\t<h2 class=\"profile-title\">\n\t\t\t\t\t\t\t\t\t\t\tPedro Ramiro Palos S\u00e1nchez\t\t\t\t\t\t\t\t\t\t<\/h2>\n\t\t\t\t\t<p class=\"profile-designation\">Direcci\u00f3n Ejecutiva<\/p>\n\t\t\t\t\t\t\t\t\t\t<p class=\"profile-content\">Profesor titular de la Universidad de Sevilla, en el Dpto. de Econom\u00eda Financiera y Direcci\u00f3n de Operaciones.<\/p>\n\t\t\t\t\t\t\t\t\t<\/div><!-- .profile-body END -->\n\n\t\t\t\t\t\t\t\t\t<div class=\"profile-footer\">\n\t\t\t\t\t\t<ul class=\"ekit-team-social-list\">\n\t\t\t<li class=\"elementor-repeater-item-8dcc455\">\n\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/pedro-r-palos-sanchez\/?originalSubdomain=es\" target=\"_blank\" aria-label=\"LinkedIn\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fab fa-linkedin-in\"><\/i>\t\t\t<\/a>\n\t\t<\/li>\n\t<\/ul>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\n\t\t\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-e62a5a4\" data-id=\"e62a5a4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-af46705 elementor-widget elementor-widget-elementskit-team\" data-id=\"af46705\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-team.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\">\t\t\t\t\t\t\t\t\n\t\t<div class=\"profile-card elementor-animation- text-center ekit-team-style-default\">\n\t\t\t\n\t\t\t\t<div class=\"profile-header ekit-team-img ekit-img-overlay ekit-team-img-block\" >\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.upo.es\/formacionpermanente\/wp-content\/imagenes\/uploads\/2025\/02\/reyes.jpg\" class=\"attachment-large size-large wp-image-42275\" alt=\"Reyes Samaniego Medina\" srcset=\"https:\/\/www.upo.es\/formacionpermanente\/wp-content\/imagenes\/uploads\/2025\/02\/reyes.jpg 200w, https:\/\/www.upo.es\/formacionpermanente\/wp-content\/imagenes\/uploads\/2025\/02\/reyes-150x150.jpg 150w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/>\t\t\t\t<\/div><!-- .profile-header END -->\n\t\t\t\n\n\t\t\t\t<div class=\"profile-body\">\n\t\t\t\t\t\n\t\t\t\t\t<h2 class=\"profile-title\">\n\t\t\t\t\t\t\t\t\t\t\tReyes Samaniego Medina\t\t\t\t\t\t\t\t\t\t<\/h2>\n\t\t\t\t\t<p class=\"profile-designation\">Coordinaci\u00f3n<\/p>\n\t\t\t\t\t\t\t\t\t\t<p class=\"profile-content\">Profesora titular de la Universidad Pablo de Olavide, en el Dpto. de Econom\u00eda Financiera y Contabilidad.<\/p>\n\t\t\t\t\t\t\t\t\t<\/div><!-- .profile-body END -->\n\n\t\t\t\t\t\t\t\t\t<div class=\"profile-footer\">\n\t\t\t\t\t\t<ul class=\"ekit-team-social-list\">\n\t\t\t<li class=\"elementor-repeater-item-8dcc455\">\n\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/reyes-samaniego-medina-0b1a1636\/?originalSubdomain=es\" target=\"_blank\" aria-label=\"LinkedIn\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fab fa-linkedin-in\"><\/i>\t\t\t<\/a>\n\t\t<\/li>\n\t<\/ul>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\n\t\t\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-3081a5f elementor-widget elementor-widget-spacer\" data-id=\"3081a5f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e85038f elementor-widget elementor-widget-elementskit-heading\" data-id=\"e85038f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" ><div class=\"ekit-heading elementskit-section-title-wraper text_center   ekit_heading_tablet-   ekit_heading_mobile-\"><h2 class=\"ekit-heading--title elementskit-section-title \">Profesorado<\/h2><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-074d582 elementor-widget elementor-widget-text-editor\" data-id=\"074d582\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n<li><strong>Pilar Gir\u00e1ldez Puig:<\/strong> profesora contratada doctora de la Universidad Pablo de Olavide, en el Dpto. de Econom\u00eda Financiera y Contabilidad.<\/li>\n<li><strong>Pedro Ramiro Palos S\u00e1nchez:<\/strong> profesor titular de la Universidad de Sevilla, en el Dpto. de Econom\u00eda Financiera y Direcci\u00f3n de Operaciones. <a href=\"https:\/\/www.linkedin.com\/in\/pedro-r-palos-sanchez\/?originalSubdomain=es\" target=\"_blank\" rel=\"noopener\">\u00a0Perfil de LinkedIn<\/a><\/li>\n<\/ul>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-298a9e2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"298a9e2\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4c440c4\" data-id=\"4c440c4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-10b1af4 elementor-widget elementor-widget-menu-anchor\" data-id=\"10b1af4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"evaluacion\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-34cf3b4 elementor-widget elementor-widget-spacer\" data-id=\"34cf3b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-512da4b elementor-widget elementor-widget-elementskit-heading\" data-id=\"512da4b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" ><div class=\"ekit-heading elementskit-section-title-wraper text_center   ekit_heading_tablet-   ekit_heading_mobile-\"><h2 class=\"ekit-heading--title elementskit-section-title \">Sistema de evaluaci\u00f3n<\/h2><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f0f0229 elementor-widget elementor-widget-text-editor\" data-id=\"f0f0229\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>El <strong>sistema de evaluaci\u00f3n<\/strong> de esta microcredencial est\u00e1 dise\u00f1ado para valorar tanto la participaci\u00f3n activa como la aplicaci\u00f3n pr\u00e1ctica de los conocimientos adquiridos. La <strong>calificaci\u00f3n final<\/strong> se dividir\u00e1 en dos partes:<\/p>\n<ul>\n<li><strong>50% asistencia a las sesiones<\/strong>: Se requiere la participaci\u00f3n en clases para asegurar un aprendizaje continuo y colaborativo.<\/li>\n<li><strong>50% entrega de trabajos<\/strong>: Los estudiantes deber\u00e1n completar y entregar los <strong>trabajos solicitados<\/strong>, que estar\u00e1n enfocados en aplicar los conceptos de <strong>machine learning<\/strong> a casos pr\u00e1cticos en el \u00e1mbito de las <strong>ciencias sociales<\/strong>.<\/li>\n<\/ul>\n<p>Este modelo garantiza que los participantes no solo asistan a las clases, sino que tambi\u00e9n demuestren su capacidad para aplicar lo aprendido en situaciones reales.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-bbd1167 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"bbd1167\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a0311a0\" data-id=\"a0311a0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-343053d elementor-widget elementor-widget-menu-anchor\" data-id=\"343053d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"calendario\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a69f12f elementor-widget elementor-widget-spacer\" data-id=\"a69f12f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ea79332 elementor-widget elementor-widget-elementskit-heading\" data-id=\"ea79332\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" ><div class=\"ekit-heading elementskit-section-title-wraper text_center   ekit_heading_tablet-   ekit_heading_mobile-\"><h2 class=\"ekit-heading--title elementskit-section-title \">Calendario de la microcredencial<\/h2><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dc1fa44 elementor-widget elementor-widget-text-editor\" data-id=\"dc1fa44\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>El curso tiene un total de 20 horas presenciales, cuyo horario ser\u00e1 de 16:00 h. a 21:00 h, y una \u00fanica sesi\u00f3n virtual s\u00edncrona de 16:00 h. a 21:00 h.<\/p>\n<p>Las sesiones se impartir\u00e1n entre el 22 y el 25 de septiembre.<\/p>\n<p>El materia y resto de m\u00f3dulos quedar\u00e1n disponibles en el campus virtual de la microcrendencial.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7c73308 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7c73308\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3e0212a\" data-id=\"3e0212a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-d86d177 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"d86d177\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wider\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-cd59b37\" data-id=\"cd59b37\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bea90ad elementor-widget elementor-widget-image\" data-id=\"bea90ad\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"353\" src=\"https:\/\/www.upo.es\/formacionpermanente\/wp-content\/imagenes\/uploads\/2024\/02\/Calidad-Web-768x353.png\" class=\"attachment-medium_large size-medium_large wp-image-38133\" alt=\"\" srcset=\"https:\/\/www.upo.es\/formacionpermanente\/wp-content\/imagenes\/uploads\/2024\/02\/Calidad-Web-768x353.png 768w, https:\/\/www.upo.es\/formacionpermanente\/wp-content\/imagenes\/uploads\/2024\/02\/Calidad-Web-300x138.png 300w, https:\/\/www.upo.es\/formacionpermanente\/wp-content\/imagenes\/uploads\/2024\/02\/Calidad-Web.png 800w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b2fc18b elementor-align-center elementor-widget elementor-widget-button\" data-id=\"b2fc18b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.upo.es\/formacionpermanente\/wp-content\/imagenes\/uploads\/2024\/09\/calidad-fupo-20242025.pdf\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Ver Certificado<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-61bcbcb\" data-id=\"61bcbcb\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9ee4792 elementor-widget elementor-widget-elementskit-heading\" data-id=\"9ee4792\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" ><div class=\"ekit-heading elementskit-section-title-wraper text_left   ekit_heading_tablet-   ekit_heading_mobile-\"><h2 class=\"ekit-heading--title elementskit-section-title \">Certificaci\u00f3n de Calidad<\/h2><h4 class=\"ekit-heading--subtitle elementskit-section-subtitle  \">\n\t\t\t\t\t\tAENOR ISO 9001\n\t\t\t\t\t<\/h4><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-110ad24 elementor-widget elementor-widget-text-editor\" data-id=\"110ad24\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div data-id=\"5b61699\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"><div><p>La <strong>Fundaci\u00f3n Universidad Pablo de Olavide<\/strong>, ha asumido su compromiso con la gesti\u00f3n de la calidad desde el a\u00f1o 2003, fecha en la que se obtuvo por primera vez la certificaci\u00f3n de su <strong>Sistema de Gesti\u00f3n de la Calidad<\/strong>. Desde ese momento, se ha apostado por un proceso de mejora continua que ha permitido la evoluci\u00f3n del sistema de gesti\u00f3n de la Fundaci\u00f3n en sus nuevos retos operativos, conforme siempre a los est\u00e1ndares de calidad de la normas ISO.<\/p><p>El alcance del Certificado de Calidad de la Fundaci\u00f3n recoge las actividades de <strong>Gesti\u00f3n de Pr\u00e1cticas Acad\u00e9micas Externas<\/strong> (Curriculares y Extracurriculares) y <strong>Gesti\u00f3n de Formaci\u00f3n Permanente<\/strong> (T\u00edtulos Propios y Microcredenciales).<\/p><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-59fb8098 elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"59fb8098\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5f40fe99\" data-id=\"5f40fe99\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-527948e6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"527948e6\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-587f5259\" data-id=\"587f5259\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-391ce25a\" data-id=\"391ce25a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-36db77d elementor-widget elementor-widget-spacer\" data-id=\"36db77d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-030c717 elementor-widget elementor-widget-elementskit-heading\" data-id=\"030c717\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" ><div class=\"ekit-heading elementskit-section-title-wraper text_center   ekit_heading_tablet-   ekit_heading_mobile-\"><h4 class=\"elementskit-section-subtitle  \">\n\t\t\t\t\t\tMicrocredenciales\n\t\t\t\t\t<\/h4><h2 class=\"ekit-heading--title elementskit-section-title \">\u00daltimas noticias<\/h2><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-6e5059e9\" data-id=\"6e5059e9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-3aa75b7e elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3aa75b7e\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-67e063a8\" data-id=\"67e063a8\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-358ea1fb elementor-widget elementor-widget-elementskit-blog-posts\" data-id=\"358ea1fb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-blog-posts.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" >        <div id=\"post-items--358ea1fb\" class=\"row post-items\">\n             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