{"id":51132,"date":"2022-03-22T11:25:17","date_gmt":"2022-03-22T17:25:17","guid":{"rendered":"https:\/\/cenfo.net\/ecommerce\/?post_type=product&p=51132"},"modified":"2026-04-09T18:00:09","modified_gmt":"2026-04-10T00:00:09","slug":"analisis-exploratorio-de-datos-eda","status":"publish","type":"product","link":"https:\/\/ucenfotec.ac.cr\/ecommerce\/producto\/analisis-exploratorio-de-datos-eda\/","title":{"rendered":"An\u00e1lisis exploratorio de datos (EDA)"},"content":{"rendered":"

El An\u00e1lisis Exploratorio de Datos (EDA) es un enfoque inicial en el an\u00e1lisis de datos que se centra en explorar, visualizar y comprender las caracter\u00edsticas de un conjunto de datos antes de aplicar modelos complejos, identificando patrones, detectando valores at\u00edpicos y examinando la distribuci\u00f3n de las variables, lo que es crucial para asegurar la calidad de los datos y orientar la elecci\u00f3n de m\u00e9todos de an\u00e1lisis posteriores.
\nEste curso cubre tem\u00e1ticas como los fundamentos del an\u00e1lisis exploratorio de datos, procesamiento y transformaci\u00f3n de datos con Python, visualizaci\u00f3n y an\u00e1lisis gr\u00e1fico, y el modelo Knowledge Discovery in Databases (KDD) y su aplicaci\u00f3n en EDA con Python.
\nEl curso est\u00e1 dise\u00f1ado por competencias y alineado con el marco de habilidades SFIA 8, por lo que se propone que los estudiantes logren responder a un nivel de habilidad 3, de manera que apliquen t\u00e9cnicas de an\u00e1lisis exploratorio de datos mediante la programaci\u00f3n en Python.<\/p>\n

\n

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

1. Fundamentos del An\u00e1lisis Exploratorio de Datos (EDA).
\n2. Procesamiento y Transformaci\u00f3n de Datos con Python.
\n3. Visualizaci\u00f3n y An\u00e1lisis Gr\u00e1fico.
\n4. Modelo Knowledge Discovery in Databases (KDD) y su Aplicaci\u00f3n en EDA con Python.<\/span><\/p>\n

\n
\n

Certificado e Insignia Digital<\/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

\"SINF-633<\/a><\/p>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"

Este curso brinda los conocimientos esenciales para aplicar el An\u00e1lisis Exploratorio de Datos (EDA) con Python, facilitando la limpieza, transformaci\u00f3n y visualizaci\u00f3n de datos para la toma de decisiones estrat\u00e9gicas en diversos contextos.<\/p>\n","protected":false},"featured_media":75851,"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":[651],"product_tag":[2302,2308,848,1143,1010,2305,2307,2303,1011,2306,1235,1062,2304],"class_list":{"0":"post-51132","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-sistemas-de-informacion","7":"product_tag-analisis-exploratorio","8":"product_tag-analisis-grafico","9":"product_tag-big-data","10":"product_tag-datos","11":"product_tag-eda","12":"product_tag-escalado","13":"product_tag-estandarizacion","14":"product_tag-metodos-de-exploracion","15":"product_tag-mineria-de-datos","16":"product_tag-normalizacion","17":"product_tag-pandas","18":"product_tag-python","19":"product_tag-transformacion","21":"first","22":"instock","23":"sold-individually","24":"taxable","25":"shipping-taxable","26":"purchasable","27":"product-type-variable"},"yoast_head":"\nAn\u00e1lisis exploratorio de datos (EDA) - 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