{"id":748,"date":"2023-05-09T10:37:08","date_gmt":"2023-05-09T15:37:08","guid":{"rendered":"https:\/\/dev.intermetperu.com\/?p=748"},"modified":"2023-05-26T11:35:53","modified_gmt":"2023-05-26T16:35:53","slug":"machine-learning-aplicado-a-la-geologia","status":"publish","type":"post","link":"https:\/\/intermetperu.com\/en\/cursos-digitales\/machine-learning-aplicado-a-la-geologia\/","title":{"rendered":"MACHINE LEARNING APLICADO A LA GEOLOG\u00cdA: IMPLEMENTACI\u00d3N CON PYTHON"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"748\" class=\"elementor elementor-748\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-e5f90c7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-eae-slider=\"78376\" data-id=\"e5f90c7\" data-element_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=\"has_eae_slider elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-c95580f\" data-eae-slider=\"88585\" data-id=\"c95580f\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-def1da9 elementor-widget elementor-widget-text-editor\" data-id=\"def1da9\" data-element_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<h4 style=\"box-sizing: border-box; font-family: Oswald, Arial, sans-serif; font-size: 20px; color: #0c4e94; margin: 0px 0px 20px; padding: 0px; border: 0px; outline: 0px; font-weight: normal; font-style: normal; vertical-align: baseline; line-height: normal; letter-spacing: 0.01em; font-variant-ligatures: normal; font-variant-caps: normal; orphans: 2; text-align: left; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration-thickness: initial; text-decoration-style: initial; text-decoration-color: initial;\">MACHINE LEARNING APLICADO A LA GEOLOG\u00cdA: IMPLEMENTACI\u00d3N CON PYTHON<\/h4>\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-1c618c5 elementor-widget elementor-widget-image\" data-id=\"1c618c5\" data-element_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=\"1999\" height=\"978\" src=\"https:\/\/intermetperu.com\/wp-content\/uploads\/2023\/05\/curso-machine-learning-aplicado-a-la-geologia-1.jpg\" class=\"attachment-full size-full wp-image-750\" alt=\"curso-machine-learning-aplicado-a-la-geologia (1)\" srcset=\"https:\/\/intermetperu.com\/wp-content\/uploads\/2023\/05\/curso-machine-learning-aplicado-a-la-geologia-1.jpg 1999w, https:\/\/intermetperu.com\/wp-content\/uploads\/2023\/05\/curso-machine-learning-aplicado-a-la-geologia-1-300x147.jpg 300w, https:\/\/intermetperu.com\/wp-content\/uploads\/2023\/05\/curso-machine-learning-aplicado-a-la-geologia-1-1024x501.jpg 1024w, https:\/\/intermetperu.com\/wp-content\/uploads\/2023\/05\/curso-machine-learning-aplicado-a-la-geologia-1-768x376.jpg 768w, https:\/\/intermetperu.com\/wp-content\/uploads\/2023\/05\/curso-machine-learning-aplicado-a-la-geologia-1-1536x751.jpg 1536w\" sizes=\"(max-width: 1999px) 100vw, 1999px\" \/>\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-697fe76 elementor-widget elementor-widget-text-editor\" data-id=\"697fe76\" data-element_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<h4 style=\"font-family: Oswald, Arial, sans-serif; font-size: 17px; color: #0c4e94; margin: 20px 0px; padding: 25px 0px 0px; border: 0px; outline: 0px; vertical-align: baseline; line-height: normal; letter-spacing: 0.01em;\">INTRODUCCI\u00d3N<\/h4><p style=\"font-family: ArchivoNarrowregular, Arial, sans-serif; margin-right: 0px; margin-left: 0px; padding: 0px; border: 0px; outline: 0px; vertical-align: baseline; line-height: 22px;\">El curso de, MACHINE LEARNING APLICADO A LA GEOLOG\u00cdA: Implementaci\u00f3n con Python, se centra en un subcampo espec\u00edfico de aprendizaje autom\u00e1tico llamado modelado predictivo y como este puede ser implementado en las distintas ramas de las ciencias geol\u00f3gicas esto a trav\u00e9s de ejemplos aplicativos.<\/p><p style=\"font-family: ArchivoNarrowregular, Arial, sans-serif; margin-right: 0px; margin-left: 0px; padding: 0px; border: 0px; outline: 0px; vertical-align: baseline; line-height: 22px;\">Este campo del aprendizaje autom\u00e1tico es uno de los m\u00e1s \u00fatiles en las ramas geol\u00f3gicas e industria por su gran rendimiento y potencial en su uso. A diferencia de las estad\u00edsticas, donde los modelos se usan para comprender los datos, el modelado predictivo se enfoca en el desarrollo de modelos que hacen las predicciones m\u00e1s precisas a expensas de explicar por qu\u00e9 se hacen las predicciones.<\/p><p style=\"font-family: ArchivoNarrowregular, Arial, sans-serif; margin-right: 0px; margin-left: 0px; padding: 0px; border: 0px; outline: 0px; vertical-align: baseline; line-height: 22px;\">A diferencia del campo m\u00e1s amplio del aprendizaje autom\u00e1tico que podr\u00eda utilizarse con datos en cualquier formato, el modelado predictivo se centra principalmente en datos tabulares (por ejemplo, tablas de n\u00fameros como en una hoja de c\u00e1lculo).<\/p><h4 style=\"font-family: Oswald, Arial, sans-serif; font-size: 17px; color: #0c4e94; margin: 20px 0px 8px; padding: 0px; border: 0px; outline: 0px; vertical-align: baseline; line-height: normal; letter-spacing: 0.01em;\">TOPICS<\/h4><h5 style=\"font-family: Oswald, Arial, sans-serif; font-size: 16px; color: #000000; margin: 20px 0px 8px; padding: 0px; border: 0px; outline: 0px; vertical-align: baseline; line-height: normal; letter-spacing: 0.01em;\">Introducci\u00f3n.<\/h5><ul style=\"font-family: 'Open Sans', Arial, Helvetica, sans-serif; font-size: 13px; margin-right: 0px; margin-left: 0px; padding: 0px 0px 0px 16px; line-height: 22px;\"><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Conceptos b\u00e1sicos de Machine Learning.<\/li><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Jupyter Notebook como nuestro entorno de machine learning.<\/li><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Introducci\u00f3n al Machine Learning en la Geolog\u00eda.<\/li><\/ul><h5 style=\"font-family: Oswald, Arial, sans-serif; font-size: 16px; color: #000000; margin: 20px 0px 8px; padding: 0px; border: 0px; outline: 0px; vertical-align: baseline; line-height: normal; letter-spacing: 0.01em;\">Programaci\u00f3n con el lenguaje Python.<\/h5><ul style=\"font-family: 'Open Sans', Arial, Helvetica, sans-serif; font-size: 13px; margin-right: 0px; margin-left: 0px; padding: 0px 0px 0px 16px; line-height: 22px;\"><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Primeros pasos con Python.<\/li><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Lenguaje de programaci\u00f3n Python.<\/li><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Conjunto de datos Est\u00e1ndar.<\/li><\/ul><h5 style=\"font-family: Oswald, Arial, sans-serif; font-size: 16px; color: #000000; margin: 20px 0px 8px; padding: 0px; border: 0px; outline: 0px; vertical-align: baseline; line-height: normal; letter-spacing: 0.01em;\">An\u00e1lisis de datos.<\/h5><ul style=\"font-family: 'Open Sans', Arial, Helvetica, sans-serif; font-size: 13px; margin-right: 0px; margin-left: 0px; padding: 0px 0px 0px 16px; line-height: 22px;\"><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Cargar un conjunto dedatos.<\/li><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Estad\u00edstica descriptiva.<\/li><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Visualizaci\u00f3n de datos.<\/li><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Taller: Trabajo de aplicaci\u00f3n de diferentes t\u00e9cnicas anal\u00edticas de datos en un conjunto de datos para problema de clasificaci\u00f3n de litolog\u00edas a partir de elementos traza.<\/li><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Evaluaci\u00f3n del taller.<\/li><\/ul><h5 style=\"font-family: Oswald, Arial, sans-serif; font-size: 16px; color: #000000; margin: 20px 0px 8px; padding: 0px; border: 0px; outline: 0px; vertical-align: baseline; line-height: normal; letter-spacing: 0.01em;\">Tratamiento de datos.<\/h5><ul style=\"font-family: 'Open Sans', Arial, Helvetica, sans-serif; font-size: 13px; margin-right: 0px; margin-left: 0px; padding: 0px 0px 0px 16px; line-height: 22px;\"><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Preprocesamiento de datos para Machine Learning.<\/li><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">M\u00e9todos de remuestreo para estimar la precisi\u00f3n del modelo.<\/li><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Evaluaci\u00f3n de las m\u00e9tricas.<\/li><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Taller: Aplicaci\u00f3n de diferentes t\u00e9cnicas de tratamiento de datos en un conjunto de datos y verificaci\u00f3n de su impacto en las m\u00e9tricas algor\u00edtmicas.<\/li><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Examen tipo test sobre los contenidos del m\u00f3dulo.<\/li><\/ul><h5 style=\"font-family: Oswald, Arial, sans-serif; font-size: 16px; color: #000000; margin: 20px 0px 8px; padding: 0px; border: 0px; outline: 0px; vertical-align: baseline; line-height: normal; letter-spacing: 0.01em;\">Fase de modelado.<\/h5><ul style=\"font-family: 'Open Sans', Arial, Helvetica, sans-serif; font-size: 13px; margin-right: 0px; margin-left: 0px; padding: 0px 0px 0px 16px; line-height: 22px;\"><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Feature Selection en machine learning.<\/li><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Algoritmos de Machine Learning.<\/li><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Rendimiento de los algoritmos.<\/li><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Taller: Aplicaci\u00f3n dediferentes algoritmos de Machine Learning en un conjunto de datos e interpretar la salida obtenida, as\u00ed mismo, verificar el algoritmo que tenga mejor comportamiento.<\/li><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Evaluaci\u00f3n del Taller.<\/li><\/ul><h5 style=\"font-family: Oswald, Arial, sans-serif; font-size: 16px; color: #000000; margin: 20px 0px 8px; padding: 0px; border: 0px; outline: 0px; vertical-align: baseline; line-height: normal; letter-spacing: 0.01em;\">Proyectos de Machine Learning Supervisado en Geolog\u00eda.<\/h5><ul style=\"font-family: 'Open Sans', Arial, Helvetica, sans-serif; font-size: 13px; margin-right: 0px; margin-left: 0px; padding: 0px 0px 0px 16px; line-height: 22px;\"><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Clasificaci\u00f3n Multiclase de Litolog\u00edas.<\/li><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Desarrollo completo de proyecto.<\/li><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Tipos de proyectos de M. Learning Supervisado.<\/li><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Optimizaci\u00f3n y Forecasting.<\/li><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Algoritmos combinados.<\/li><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Problemas t\u00edpicos en la base de datos Plantillas.<\/li><\/ul><h5 style=\"font-family: Oswald, Arial, sans-serif; font-size: 16px; color: #000000; margin: 20px 0px 8px; padding: 0px; border: 0px; outline: 0px; vertical-align: baseline; line-height: normal; letter-spacing: 0.01em;\">Proyectos de Machine Learning No Supervisado en Geolog\u00eda.<\/h5><ul style=\"font-family: 'Open Sans', Arial, Helvetica, sans-serif; font-size: 13px; margin-right: 0px; margin-left: 0px; padding: 0px 0px 0px 16px; line-height: 22px;\"><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Proyecto aplicado a la microscopia.<\/li><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Uso de algoritmos no supervisado.<\/li><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Taller.<\/li><li style=\"margin-right: 0px; margin-left: 0px; padding: 0px; font-size: 16px; font-family: ArchivoNarrowregular, Arial, sans-serif; line-height: 22px;\">Conclusiones\/ Otras aplicaciones en la Geolog\u00eda.<\/li><\/ul><h4 style=\"font-family: Oswald, Arial, sans-serif; font-size: 17px; color: #0c4e94; margin: 20px 0px 8px; padding: 0px; border: 0px; outline: 0px; vertical-align: baseline; line-height: normal; letter-spacing: 0.01em;\">INSTRUCTOR<\/h4><h5 style=\"font-family: Oswald, Arial, sans-serif; font-size: 17px; color: #000000; margin: 10px 0px 3px; padding: 0px; border: 0px; outline: 0px; vertical-align: baseline; line-height: normal; letter-spacing: 0.01em;\">Ing. Aldo Carlos<\/h5><p style=\"font-family: ArchivoNarrowregular, Arial, sans-serif; margin-right: 0px; margin-left: 0px; padding: 0px; border: 0px; outline: 0px; vertical-align: baseline; line-height: 22px;\">Ge\u00f3logo egresado de la Universidad Nacional de Ingenier\u00eda (UNI).Especialista en Machine.<\/p><p style=\"font-family: ArchivoNarrowregular, Arial, sans-serif; margin-right: 0px; margin-left: 0px; padding: 0px; border: 0px; outline: 0px; vertical-align: baseline; line-height: 22px;\">Learning; ha gestionado y desarrollado programas de inteligencia artificial usando machine learning aplicado a las ciencias geol\u00f3gicas y miner\u00eda. 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sans-serif;font-size: 15px;margin: 6px;white-space: normal\">No dude en comunicarce con nosotros y de inmediato lo vamos a guiar en todo lo necesario.<\/p><p style=\"font-family: ArchivoNarrowregular, Arial, sans-serif;font-size: 15px;margin: 6px\"><\/p><p style=\"font-family: ArchivoNarrowregular, Arial, sans-serif;font-size: 15px;margin: 6px\"><\/p><p style=\"font-family: ArchivoNarrowregular, Arial, sans-serif;font-size: 15px;margin: 6px\"><\/p><p style=\"font-family: ArchivoNarrowregular, Arial, sans-serif;font-size: 15px;margin: 6px\"><textarea name=\"comentarios\" id=\"comentarios\" class=\"comentarios\" style=\"width: 242.135px;height: 100px;padding: 20px;border-width: 2px;border-radius: 0.25rem\"><\/textarea><\/p><p style=\"font-family: ArchivoNarrowregular, Arial, sans-serif;font-size: 15px;margin: 6px\"><\/p><p style=\"font-family: ArchivoNarrowregular, Arial, sans-serif;font-size: 15px;margin: 6px\">NOTA : Los campos que poseen (*) son considerados obligatorios.<\/p><\/h2>\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=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-f8ca08e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-eae-slider=\"6936\" data-id=\"f8ca08e\" data-element_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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-cd8b52b\" data-eae-slider=\"11205\" data-id=\"cd8b52b\" data-element_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<\/div>","protected":false},"excerpt":{"rendered":"<p>MACHINE LEARNING APLICADO A LA GEOLOG\u00cdA: IMPLEMENTACI\u00d3N CON PYTHON INTRODUCCI\u00d3N El curso de, MACHINE LEARNING APLICADO A LA GEOLOG\u00cdA: Implementaci\u00f3n con Python, se centra en un subcampo espec\u00edfico de aprendizaje autom\u00e1tico llamado modelado predictivo y como este puede ser implementado en las distintas ramas de las ciencias geol\u00f3gicas esto a trav\u00e9s de ejemplos aplicativos. Este [&hellip;]<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_joinchat":[],"footnotes":""},"categories":[6],"tags":[],"class_list":["post-748","post","type-post","status-publish","format-standard","hentry","category-cursos-digitales"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>MACHINE LEARNING APLICADO A LA GEOLOG\u00cdA: IMPLEMENTACI\u00d3N CON PYTHON - Intermetperu<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/intermetperu.com\/en\/cursos-digitales\/machine-learning-aplicado-a-la-geologia\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"MACHINE LEARNING APLICADO A LA GEOLOG\u00cdA: IMPLEMENTACI\u00d3N CON PYTHON - Intermetperu\" \/>\n<meta property=\"og:description\" content=\"MACHINE LEARNING APLICADO A LA GEOLOG\u00cdA: IMPLEMENTACI\u00d3N CON PYTHON INTRODUCCI\u00d3N El curso de, MACHINE LEARNING APLICADO A LA GEOLOG\u00cdA: Implementaci\u00f3n con Python, se centra en un subcampo espec\u00edfico de aprendizaje autom\u00e1tico llamado modelado predictivo y como este puede ser implementado en las distintas ramas de las ciencias geol\u00f3gicas esto a trav\u00e9s de ejemplos aplicativos. 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