{"id":19103,"date":"2026-02-11T10:10:21","date_gmt":"2026-02-11T03:10:21","guid":{"rendered":"https:\/\/icecenter.itb.ac.id\/?post_type=courses&#038;p=19103"},"modified":"2025-08-06T13:26:05","modified_gmt":"2025-08-06T06:26:05","slug":"masterclass-ml-rekayasa-teknik","status":"publish","type":"courses","link":"https:\/\/icecenter.itb.ac.id\/id\/courses\/masterclass-ml-rekayasa-teknik\/","title":{"rendered":"Masterclass-Machine Learning untuk Rekayasa Teknik"},"content":{"rendered":"<p style=\"text-align: center\"><span data-sheets-root=\"1\">Kuliah ini memberikan pengenalan komprehensif tentang dasar-dasar dan perkembangan teknologi pembelajaran mesin yang relevan dengan aplikasi teknik. Materi kuliah mencakup perkenalan dan demonstrasi pembelajaran mesin, dengan fokus pada penerapannya untuk meningkatkan efisiensi proses-proses di bidang keteknikan. Mahasiswa akan mempelajari konsep-konsep utama dalam pembelajaran mesin, termasuk regresi dan klasifikasi, serta teknik-teknik modern seperti deep learning. Kuliah ini juga akan menyoroti studi kasus nyata di bidang teknik untuk memberikan wawasan praktis tentang bagaimana pembelajaran mesin dapat digunakan untuk memecahkan masalah-masalah teknik yang kompleks. <\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Kuliah ini memberikan pengenalan komprehensif tentang dasar-dasar dan perkembangan teknologi pembelajaran mesin yang relevan dengan aplikasi teknik. Materi kuliah mencakup perkenalan dan demonstrasi pembelajaran mesin, dengan fokus pada penerapannya untuk meningkatkan efisiensi proses-proses di bidang keteknikan. Mahasiswa akan mempelajari konsep-konsep utama dalam pembelajaran mesin, termasuk regresi dan klasifikasi, serta teknik-teknik modern seperti deep learning. Kuliah ini juga akan menyoroti studi kasus nyata di bidang teknik untuk memberikan wawasan praktis tentang bagaimana pembelajaran mesin dapat digunakan untuk memecahkan masalah-masalah teknik yang kompleks.<\/p>\n","protected":false},"author":2868,"featured_media":19109,"template":"","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}}},"course-category":[305,317,500],"course-tag":[491],"class_list":["post-19103","courses","type-courses","status-publish","has-post-thumbnail","hentry","course-category-information-technology","course-category-masterclass","course-category-mmoc","course-tag-mmoc"],"_links":{"self":[{"href":"https:\/\/icecenter.itb.ac.id\/id\/wp-json\/wp\/v2\/courses\/19103","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/icecenter.itb.ac.id\/id\/wp-json\/wp\/v2\/courses"}],"about":[{"href":"https:\/\/icecenter.itb.ac.id\/id\/wp-json\/wp\/v2\/types\/courses"}],"author":[{"embeddable":true,"href":"https:\/\/icecenter.itb.ac.id\/id\/wp-json\/wp\/v2\/users\/2868"}],"version-history":[{"count":0,"href":"https:\/\/icecenter.itb.ac.id\/id\/wp-json\/wp\/v2\/courses\/19103\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/icecenter.itb.ac.id\/id\/wp-json\/wp\/v2\/media\/19109"}],"wp:attachment":[{"href":"https:\/\/icecenter.itb.ac.id\/id\/wp-json\/wp\/v2\/media?parent=19103"}],"wp:term":[{"taxonomy":"course-category","embeddable":true,"href":"https:\/\/icecenter.itb.ac.id\/id\/wp-json\/wp\/v2\/course-category?post=19103"},{"taxonomy":"course-tag","embeddable":true,"href":"https:\/\/icecenter.itb.ac.id\/id\/wp-json\/wp\/v2\/course-tag?post=19103"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}