{"id":57103,"date":"2022-07-22T17:24:32","date_gmt":"2022-07-22T23:24:32","guid":{"rendered":"https:\/\/ucenfotec.ac.cr\/ecommerce\/?post_type=product&p=57103"},"modified":"2026-04-09T15:35:27","modified_gmt":"2026-04-09T21:35:27","slug":"machine-learning-i","status":"publish","type":"product","link":"https:\/\/ucenfotec.ac.cr\/ecommerce\/producto\/machine-learning-i\/","title":{"rendered":"Machine Learning I"},"content":{"rendered":"

El Machine Learning, dentro del \u00e1mbito de la inteligencia artificial, se define como la capacidad de aprendizaje de las m\u00e1quinas a partir de conjuntos de datos para la ejecuci\u00f3n de ciertas funciones o la toma de decisiones, sin necesidad de que sean programadas de manera expl\u00edcita.<\/p>\n

Las principales tem\u00e1ticas por abordar son los fundamentos y los principales m\u00e9todos de Machine Learning para la aplicaci\u00f3n de algoritmos y modelos que permitan la identificaci\u00f3n de patrones y tendencias y el an\u00e1lisis de grandes cantidades de datos para la toma de decisiones o la realizaci\u00f3n de predicciones.<\/p>\n

El curso est\u00e1 dise\u00f1ado por competencias y alineado con el marco global de habilidades y competencias para un mundo digital SFIA8, por lo que se propone que los estudiantes logren responder a un nivel de responsabilidad 1 en el \u00e1rea de Aprendizaje Autom\u00e1tico (MLNG), de manera que reconocen las t\u00e9cnicas existentes de aprendizaje autom\u00e1tico para la soluci\u00f3n de nuevos problemas relacionados con conjuntos de datos.<\/p>\n

\n

Contenidos<\/strong><\/p>\n

1. Modelos de Machine Learning.<\/span><\/p>\n

2. Visualizaci\u00f3n de datos.<\/span><\/p>\n

3. Aprendizaje no supervisado y modelos de clustering.<\/span><\/p>\n

4. Redes neuronales.<\/span><\/p>\n

\n

Certificado e Insignia Digital<\/strong><\/p>\n

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

\"SINT-607<\/a><\/p>\n

\n<\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"

El curso Machine Learning 1 est\u00e1 dise\u00f1ado para introducir a los estudiantes en los fundamentos de Machine Learning, incluyendo t\u00e9cnicas de visualizaci\u00f3n, algoritmos de clustering, y redes neuronales.<\/span><\/p>\n","protected":false},"featured_media":53379,"template":"","meta":{"_relevanssi_hide_post":"on","_relevanssi_hide_content":"on","_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":"WooCommerce Yoast SEO Relevanssi index exclude"},"product_brand":[],"product_cat":[1087,145],"product_tag":[1061,1091,1070,1062],"class_list":{"0":"post-57103","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-agotado","7":"product_cat-sistemas-inteligentes","8":"product_tag-analitica-de-datos","9":"product_tag-ciencia-de-datos","10":"product_tag-programacion","11":"product_tag-python","13":"first","14":"outofstock","15":"sold-individually","16":"taxable","17":"shipping-taxable","18":"product-type-variable"},"yoast_head":"\nMachine Learning I - 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