{"id":4725,"date":"2021-11-22T02:58:45","date_gmt":"2021-11-22T02:58:45","guid":{"rendered":"https:\/\/ptgtn.com\/?p=4725"},"modified":"2025-03-26T07:36:06","modified_gmt":"2025-03-26T07:36:06","slug":"data-science-machine-learning-for-ggre-applications","status":"publish","type":"post","link":"https:\/\/ptgtn.com\/id\/2021\/11\/22\/data-science-machine-learning-for-ggre-applications\/","title":{"rendered":"Data Science &#038; Machine Learning for GGRE Applications"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"4725\" class=\"elementor elementor-4725\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-31fa14f9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"31fa14f9\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&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-50 elementor-top-column elementor-element elementor-element-5d5bcfa7\" data-id=\"5d5bcfa7\" 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-7ed4028a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7ed4028a\" 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-19080213\" data-id=\"19080213\" 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-f827c17 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f827c17\" 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-81d5337\" data-id=\"81d5337\" 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-50 elementor-inner-column elementor-element elementor-element-12423e6\" data-id=\"12423e6\" 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<div class=\"elementor-element elementor-element-b1ccc31 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"b1ccc31\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-58057e7d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"58057e7d\" 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-74842354\" data-id=\"74842354\" 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-50 elementor-inner-column elementor-element elementor-element-227e6e0d\" data-id=\"227e6e0d\" 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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-210da456\" data-id=\"210da456\" 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-595c3b2 elementor-widget elementor-widget-image\" data-id=\"595c3b2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"518\" height=\"561\" src=\"https:\/\/ptgtn.com\/wp-content\/uploads\/2021\/09\/Slider_img.png\" class=\"attachment-large size-large wp-image-1658\" alt=\"\" srcset=\"https:\/\/ptgtn.com\/wp-content\/uploads\/2021\/09\/Slider_img.png 518w, https:\/\/ptgtn.com\/wp-content\/uploads\/2021\/09\/Slider_img-277x300.png 277w, https:\/\/ptgtn.com\/wp-content\/uploads\/2021\/09\/Slider_img-32x35.png 32w, https:\/\/ptgtn.com\/wp-content\/uploads\/2021\/09\/Slider_img-74x80.png 74w, https:\/\/ptgtn.com\/wp-content\/uploads\/2021\/09\/Slider_img-280x303.png 280w\" sizes=\"(max-width: 518px) 100vw, 518px\" \/>\t\t\t\t\t\t\t\t\t\t\t\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-d43f025 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d43f025\" 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-0e89d0e\" data-id=\"0e89d0e\" 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-a6cc5cd elementor-widget elementor-widget-heading\" data-id=\"a6cc5cd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Jadwal<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c04af3e elementor-widget elementor-widget-eael-adv-accordion\" data-id=\"c04af3e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"eael-adv-accordion.default\">\n\t\t\t\t\t            <div class=\"eael-adv-accordion\" id=\"eael-adv-accordion-c04af3e\" data-scroll-on-click=\"no\" data-scroll-speed=\"300\" data-accordion-id=\"c04af3e\" data-accordion-type=\"accordion\" data-toogle-speed=\"300\">\n            <div class=\"eael-accordion-list\">\n\t\t\t\t\t<div id=\"agenda\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"1\" aria-controls=\"elementor-tab-content-2011\"><span class=\"eael-advanced-accordion-icon-closed\"><svg aria-hidden=\"true\" class=\"fa-accordion-icon e-font-icon-svg e-fas-arrow-down\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M413.1 222.5l22.2 22.2c9.4 9.4 9.4 24.6 0 33.9L241 473c-9.4 9.4-24.6 9.4-33.9 0L12.7 278.6c-9.4-9.4-9.4-24.6 0-33.9l22.2-22.2c9.5-9.5 25-9.3 34.3.4L184 343.4V56c0-13.3 10.7-24 24-24h32c13.3 0 24 10.7 24 24v287.4l114.8-120.5c9.3-9.8 24.8-10 34.3-.4z\"><\/path><\/svg><\/span><span class=\"eael-advanced-accordion-icon-opened\"><svg aria-hidden=\"true\" class=\"fa-accordion-icon e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span><span class=\"eael-accordion-tab-title\">Agenda<\/span><\/div><div id=\"elementor-tab-content-2011\" class=\"eael-accordion-content clearfix\" data-tab=\"1\" aria-labelledby=\"agenda\"><p><strong>Hari 1<\/strong><\/p><ul><li><strong>Dasar Python untuk Geosains: Input\/Output File Teks, CSV, dan Biner; List, Tuple, Set, Dictionary; Array 1D dan 2D; If Then Else; Fungsi; Iterasi\/Loop; Pandas.<\/strong>Text, CSV, and Binary File IO, List, Tuple, Set, Dictionary, 1D and 2D Array, If Then Else, Function, Loop-Iterations, Pandas<\/li><li><strong>Dasar Data Science dan Geostatistik menggunakan Python.<\/strong><\/li><li><strong>Analisis Well-log menggunakan Pandas: Pemfilteran, de-spike, penyuntingan casing-shoe, serta manipulasi dan komputasi Well-log.<\/strong>\u00a0Filtering, de-spike, casing-shoe editing &amp; Well logs manipulation and computation<\/li><li><strong>Visualisasi Well-log menggunakan Library Python: Kurva Tunggal, Multi-kurva, Crossplot 2D dan 3D, pengisian \"Sand-Shale\", dan Visualisasi Citra Sumur (Well-Image).<\/strong>\u00a0Single Curves, Multi-curves, 2D and 3D Crossplots, \u201cSand-Shale\u201d Fill, Well-Image Visualization<\/li><\/ul><p><strong>Hari 2<\/strong><\/p><ul><li><strong>Dasar-dasar Supervised Machine Learning untuk Aplikasi Geosains: Support Vector Machine, K-Nearest Neighbors, Customized K-Nearest Neighbors, dan Jaringan Syaraf Tiruan (Artificial Neural Network).<\/strong>\u00a0Support Vector Machine , K-Nearest Neighbors, Customized K-Nearest\u00a0Neighbours,\u00a0Arti?cial\u00a0Neural Network<\/li><\/ul><p><strong>Hari 3<\/strong><\/p><ul><li><strong>Mendekode Format Seismik SEGY.<\/strong><\/li><li><strong>Menyimpan Data Seismik ke dalam Database SQLite.<\/strong><\/li><li><strong>Pemrosesan Seismik Sederhana menggunakan Python.<\/strong><\/li><li><strong>Visualisasi Seismik 2D menggunakan Library Python.<\/strong><\/li><li><strong>Komputasi Big Data menggunakan Infrastruktur Multi-cores.<\/strong><\/li><\/ul><\/div>\n\t\t\t\t\t<\/div><div class=\"eael-accordion-list\">\n\t\t\t\t\t<div id=\"audience\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"2\" aria-controls=\"elementor-tab-content-2012\"><span class=\"eael-advanced-accordion-icon-closed\"><svg aria-hidden=\"true\" class=\"fa-accordion-icon e-font-icon-svg e-fas-arrow-down\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M413.1 222.5l22.2 22.2c9.4 9.4 9.4 24.6 0 33.9L241 473c-9.4 9.4-24.6 9.4-33.9 0L12.7 278.6c-9.4-9.4-9.4-24.6 0-33.9l22.2-22.2c9.5-9.5 25-9.3 34.3.4L184 343.4V56c0-13.3 10.7-24 24-24h32c13.3 0 24 10.7 24 24v287.4l114.8-120.5c9.3-9.8 24.8-10 34.3-.4z\"><\/path><\/svg><\/span><span class=\"eael-advanced-accordion-icon-opened\"><svg aria-hidden=\"true\" class=\"fa-accordion-icon e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span><span class=\"eael-accordion-tab-title\">Peserta<\/span><\/div><div id=\"elementor-tab-content-2012\" class=\"eael-accordion-content clearfix\" data-tab=\"2\" aria-labelledby=\"audience\"><p>Peserta kursus ini adalah seluruh geoscientist dan reservoir engineer yang membutuhkan penggunaan Data Science dan Machine Learning.<\/p><\/div>\n\t\t\t\t\t<\/div><div class=\"eael-accordion-list\">\n\t\t\t\t\t<div id=\"instructor\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"3\" aria-controls=\"elementor-tab-content-2013\"><span class=\"eael-advanced-accordion-icon-closed\"><svg aria-hidden=\"true\" class=\"fa-accordion-icon e-font-icon-svg e-fas-arrow-down\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M413.1 222.5l22.2 22.2c9.4 9.4 9.4 24.6 0 33.9L241 473c-9.4 9.4-24.6 9.4-33.9 0L12.7 278.6c-9.4-9.4-9.4-24.6 0-33.9l22.2-22.2c9.5-9.5 25-9.3 34.3.4L184 343.4V56c0-13.3 10.7-24 24-24h32c13.3 0 24 10.7 24 24v287.4l114.8-120.5c9.3-9.8 24.8-10 34.3-.4z\"><\/path><\/svg><\/span><span class=\"eael-advanced-accordion-icon-opened\"><svg aria-hidden=\"true\" class=\"fa-accordion-icon e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span><span class=\"eael-accordion-tab-title\">Tentang Trainer<\/span><\/div><div id=\"elementor-tab-content-2013\" class=\"eael-accordion-content clearfix\" data-tab=\"3\" aria-labelledby=\"instructor\"><p>Memiliki pengalaman lebih dari 20 tahun bekerja di industri minyak dan gas nasional maupun multinasional, serta universitas. Memiliki pengalaman langsung dalam pemrosesan seismik darat\/laut 2D dan 3D, multicomponent dan PS, serta analisis geofisika. Memiliki keahlian pemrograman geofisika yang kuat, mengembangkan perangkat lunak geofisika baik berbasis standalone maupun web menggunakan Python, Perl, C++, dan Javascript. Saat ini aktif membawakan kursus Python untuk Geosains baik secara langsung maupun daring, termasuk Machine Learning, Deep Learning, dan implementasinya pada data geofisika.<\/p><\/div>\n\t\t\t\t\t<\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7cec664 elementor-widget elementor-widget-heading\" data-id=\"7cec664\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">This Data Science &amp; machine Learning For GGRE Applications will be held several times in Indonesia throughout 2021. It will be held on VGEMS Learning Management System with a minimum of 5 participants and maximum 15 participants. The deliverables during the course includes: training material, certificate, and course recording.\n\nClick the Register button based on your preference date to join this training!   <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-89d1e2d eael-dt-th-align-center eael-table-align-center elementor-widget elementor-widget-eael-data-table\" data-id=\"89d1e2d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"eael-data-table.default\">\n\t\t\t\t\t\t\t<div class=\"eael-data-table-wrap\" data-table_id=\"89d1e2d\" id=\"eael-data-table-wrapper-89d1e2d\" data-custom_responsive=\"false\">\n\t\t\t<table class=\"tablesorter eael-data-table center\" id=\"eael-data-table-89d1e2d\">\n\t\t\t    <thead>\n\t\t\t        <tr class=\"table-header\">\n\t\t\t\t\t\t\t\t\t            <th class=\"\" id=\"\" colspan=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"data-table-header-text\">Location<\/span><\/th>\n\t\t\t        \t\t\t\t            <th class=\"\" id=\"\" colspan=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"data-table-header-text\">Start Date<\/span><\/th>\n\t\t\t        \t\t\t\t            <th class=\"\" id=\"\" colspan=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"data-table-header-text\">End Date<\/span><\/th>\n\t\t\t        \t\t\t\t            <th class=\"\" id=\"\" colspan=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"data-table-header-text\">Price<\/span><\/th>\n\t\t\t        \t\t\t\t            <th class=\"\" id=\"\" colspan=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"data-table-header-text\">Register<\/span><\/th>\n\t\t\t        \t\t\t\t        <\/tr>\n\t\t\t    <\/thead>\n\t\t\t  \t<tbody>\n\t\t\t\t\t\t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tOnline (for Public)\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t06 Dec 2021\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t08 Dec 2021\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t800 USD\/person\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"http:\/\/geodwipa.com\/regtraining\/971\">\n<button>Register<\/button>\n<\/a>\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t    <\/tbody>\n\t\t\t<\/table>\n\t\t<\/div>\n\t  \t\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>","protected":false},"excerpt":{"rendered":"<p>Explore our Course Data Science &amp; Machine Learning for GGRE Applications This course introduces the principles of Data Science &amp; Machine Learning applied to the Petroleum Industry, especially used for Geoscientist and Reservoir Engineering Applications. Participants will all the basic and benefit from Phyton for Geoscientist, Basic Data Science and Geostatistics, Well-log analysis, Correlation and [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":2158,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[216],"tags":[],"class_list":["post-4725","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-g-data-science-course"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data Science &amp; Machine Learning for GGRE Applications - GTN Consulting &amp; Training<\/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:\/\/ptgtn.com\/id\/2021\/11\/22\/data-science-machine-learning-for-ggre-applications\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Science &amp; Machine Learning for GGRE Applications - GTN Consulting &amp; Training\" \/>\n<meta property=\"og:description\" content=\"Explore our Course Data Science &amp; Machine Learning for GGRE Applications This course introduces the principles of Data Science &amp; Machine Learning applied to the Petroleum Industry, especially used for Geoscientist and Reservoir Engineering Applications. Participants will all the basic and benefit from Phyton for Geoscientist, Basic Data Science and Geostatistics, Well-log analysis, Correlation and [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/ptgtn.com\/id\/2021\/11\/22\/data-science-machine-learning-for-ggre-applications\/\" \/>\n<meta property=\"og:site_name\" content=\"GTN Consulting &amp; Training\" \/>\n<meta property=\"article:published_time\" content=\"2021-11-22T02:58:45+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-03-26T07:36:06+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/ptgtn.com\/wp-content\/uploads\/2021\/09\/Static-3D.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"250\" \/>\n\t<meta property=\"og:image:height\" content=\"250\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"geodwipa admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Ditulis oleh\" \/>\n\t<meta name=\"twitter:data1\" content=\"geodwipa admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimasi waktu membaca\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 menit\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/ptgtn.com\\\/2021\\\/11\\\/22\\\/data-science-machine-learning-for-ggre-applications\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/ptgtn.com\\\/2021\\\/11\\\/22\\\/data-science-machine-learning-for-ggre-applications\\\/\"},\"author\":{\"name\":\"geodwipa admin\",\"@id\":\"https:\\\/\\\/ptgtn.com\\\/#\\\/schema\\\/person\\\/f633efe8cc5f233fac967bbc153d445c\"},\"headline\":\"Data Science &#038; Machine Learning for GGRE Applications\",\"datePublished\":\"2021-11-22T02:58:45+00:00\",\"dateModified\":\"2025-03-26T07:36:06+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/ptgtn.com\\\/2021\\\/11\\\/22\\\/data-science-machine-learning-for-ggre-applications\\\/\"},\"wordCount\":390,\"publisher\":{\"@id\":\"https:\\\/\\\/ptgtn.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/ptgtn.com\\\/2021\\\/11\\\/22\\\/data-science-machine-learning-for-ggre-applications\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/ptgtn.com\\\/wp-content\\\/uploads\\\/2021\\\/09\\\/Static-3D.jpg\",\"articleSection\":[\"G. 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