{"id":55355,"date":"2022-06-22T17:17:36","date_gmt":"2022-06-22T23:17:36","guid":{"rendered":"https:\/\/ucenfotec.ac.cr\/ecommerce\/?post_type=product&#038;p=55355"},"modified":"2026-03-23T18:19:01","modified_gmt":"2026-03-24T00:19:01","slug":"curso-python-machine-learning","status":"publish","type":"product","link":"https:\/\/ucenfotec.ac.cr\/ecommerce\/producto\/curso-python-machine-learning\/","title":{"rendered":"Machine Learning con Python"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1216.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><p>El aprendizaje autom\u00e1tico, o \u00abmachine learning\u00bb, es una rama de la inteligencia artificial que se centra en el desarrollo de algoritmos y modelos que permiten a las computadoras aprender patrones y tomar decisiones basadas en datos, sin intervenci\u00f3n humana directa. En lugar de ser programadas de manera expl\u00edcita para realizar una tarea espec\u00edfica, estas m\u00e1quinas aprenden de manera aut\u00f3noma a trav\u00e9s de la experiencia y la exposici\u00f3n a datos.<\/p>\n<p>Las principales tem\u00e1ticas por abordar en este curso son introducci\u00f3n pr\u00e1ctica a machine learning, regresi\u00f3n, clustering y redes neuronales. El curso est\u00e1 dise\u00f1ado por competencias y alineado con el marco global de habilidades y competencias para un mundo digital SFIA 8, por lo que se propone que los estudiantes logren responder a un nivel de responsabilidad 2 en el \u00e1rea de Aprendizaje Autom\u00e1tico (MLNG), de manera que comprendan las t\u00e9cnicas existentes de aprendizaje autom\u00e1tico para su aplicaci\u00f3n en la resoluci\u00f3n de problemas y en el manejo de conjuntos de datos.<\/p>\n<hr \/>\n<p><strong>Contenidos<\/strong><\/p>\n<p>1. Introducci\u00f3n pr\u00e1ctica a Machine Learning.<\/p>\n<p>2. Regresi\u00f3n.<\/p>\n<p>3. Clustering.<\/p>\n<p>4. Redes Neuronales.<\/p>\n<hr \/>\n<p><strong>Otros cursos de Python:<\/strong><\/p>\n<p><a href=\"https:\/\/ucenfotec.ac.cr\/ecommerce\/producto\/curso-python-analitica-datos-avanzado\/\" target=\"_blank\" rel=\"noopener\">Python y Anal\u00edtica de Datos Avanzado<\/a><\/p>\n<p><a href=\"https:\/\/ucenfotec.ac.cr\/ecommerce\/producto\/python-para-el-analisis-de-datos\/\" target=\"_blank\" rel=\"noopener\">Python para el an\u00e1lisis de datos<\/a><\/p>\n<p><a href=\"https:\/\/ucenfotec.ac.cr\/ecommerce\/producto\/programacion-en-python-avanzado\/\">Programaci\u00f3n en Python avanzado<\/a><\/p>\n<p><a href=\"https:\/\/ucenfotec.ac.cr\/ecommerce\/producto\/fundamentos-de-python\/\" target=\"_blank\" rel=\"noopener\">Fundamentos de Python<\/a><\/p>\n<hr \/>\n<p><strong>Certificado e Insignia Digital<\/strong><\/p>\n<p>Al finalizar el curso el estudiante obtiene un t\u00edtulo e Insignia digital, socializable en tiempo real basada en tecnolog\u00eda blockchain que permite una vista m\u00e1s completa tras el logro alcanzado por el estudiante al poderla vincular con evidencias del resultado del aprendizaje en su perfil profesional. Es una certificaci\u00f3n segura.<\/p>\n<p><img decoding=\"async\" class=\"lazyload aligncenter size-full wp-image-63658\" src=\"https:\/\/ucenfotec.ac.cr\/ecommerce\/wp-content\/uploads\/sites\/13\/2022\/10\/SINT-631-Machine-Learning-con-Python.png\" data-orig-src=\"https:\/\/ucenfotec.ac.cr\/ecommerce\/wp-content\/uploads\/sites\/13\/2022\/10\/SINT-631-Machine-Learning-con-Python.png\" alt=\"Machine Learning con Python\" width=\"300\" height=\"300\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27300%27%20height%3D%27300%27%20viewBox%3D%270%200%20300%20300%27%3E%3Crect%20width%3D%27300%27%20height%3D%27300%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/ucenfotec.ac.cr\/ecommerce\/wp-content\/uploads\/sites\/13\/2022\/10\/SINT-631-Machine-Learning-con-Python-66x66.png 66w, https:\/\/ucenfotec.ac.cr\/ecommerce\/wp-content\/uploads\/sites\/13\/2022\/10\/SINT-631-Machine-Learning-con-Python-100x100.png 100w, https:\/\/ucenfotec.ac.cr\/ecommerce\/wp-content\/uploads\/sites\/13\/2022\/10\/SINT-631-Machine-Learning-con-Python-150x150.png 150w, https:\/\/ucenfotec.ac.cr\/ecommerce\/wp-content\/uploads\/sites\/13\/2022\/10\/SINT-631-Machine-Learning-con-Python-200x200.png 200w, https:\/\/ucenfotec.ac.cr\/ecommerce\/wp-content\/uploads\/sites\/13\/2022\/10\/SINT-631-Machine-Learning-con-Python.png 300w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<hr \/>\n<\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p class=\"ai-optimize-38\"><span data-sheets-root=\"1\">El curso Machine Learning con Python est\u00e1 dise\u00f1ado para ense\u00f1ar los fundamentos del aprendizaje autom\u00e1tico, desde regresi\u00f3n hasta redes neuronales, usando Python.<\/span><\/p>\n","protected":false},"featured_media":55627,"template":"","meta":{"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":""},"product_brand":[],"product_cat":[145],"product_tag":[1256,1248,1249,1252,950,849,1209,1254,1250,1251,1255],"class_list":{"0":"post-55355","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-sistemas-inteligentes","7":"product_tag-cenfotec","8":"product_tag-curso-python-costa-rica","9":"product_tag-cursos-de-python-costa-rica","10":"product_tag-desarrollo-con-python","11":"product_tag-inteligencia-artificial","12":"product_tag-machine-learning","13":"product_tag-pyhton","14":"product_tag-python-analisis-de-datos-cenfotec","15":"product_tag-python-costa-rica","16":"product_tag-python-desarrollo-web","17":"product_tag-universidad-cefotec","19":"first","20":"instock","21":"virtual","22":"sold-individually","23":"taxable","24":"purchasable","25":"product-type-simple"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.4 (Yoast SEO v27.4) - 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