{"id":5141,"date":"2023-10-05T07:33:31","date_gmt":"2023-10-05T07:33:31","guid":{"rendered":"https:\/\/statorials.org\/id\/tutorial-pembelajaran-mesin\/"},"modified":"2023-10-05T07:33:31","modified_gmt":"2023-10-05T07:33:31","slug":"tutorial-pembelajaran-mesin","status":"publish","type":"page","link":"https:\/\/statorials.org\/id\/tutorial-pembelajaran-mesin\/","title":{"rendered":"Tutorial pembelajaran mesin"},"content":{"rendered":"<p><span style=\"color: #000000;\">Halaman ini mencantumkan semua tutorial pembelajaran mesin yang tersedia di Statorials.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Pengantar Pembelajaran Mesin<\/strong><\/span><br \/> <strong><a href=\"https:\/\/statorials.org\/id\/pembelajaran-yang-diawasi-vs.-tanpa-pengawasan\/\">Pembelajaran yang diawasi atau tidak diawasi<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/regresi-vs.-klasifikasi\/\">Algoritma regresi dan klasifikasi<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/kompromi-varians-bias\/\">Pertukaran bias-varians<\/a><\/strong><\/p>\n<p> <span style=\"color: #000000;\"><strong>Regresi linier<\/strong><\/span><br \/> <strong><a href=\"https:\/\/statorials.org\/id\/regresi-linier-1\/\">Regresi linier sederhana<\/a><\/strong> <span style=\"color: #000000;\">( <a href=\"https:\/\/statorials.org\/id\/regresi-linier-sederhana-di-r\/\">R<\/a> , <a href=\"https:\/\/statorials.org\/id\/regresi-linier-sederhana-dengan-python\/\">Python<\/a> )<br \/><\/span> <strong><a href=\"https:\/\/statorials.org\/id\/regresi-linier-berganda\/\">Regresi linier berganda<\/a><\/strong> <span style=\"color: #000000;\">( <a href=\"https:\/\/statorials.org\/id\/regresi-linier-berganda-r\/\">R<\/a> , <a href=\"https:\/\/statorials.org\/id\/python-regresi-linier\/\">Python<\/a> )<br \/><\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Klasifikasi<\/strong><\/span><br \/> <strong><a href=\"https:\/\/statorials.org\/id\/regresi-logistik-1\/\">Regresi logistik<\/a><\/strong> <span style=\"color: #000000;\">(R, <a href=\"https:\/\/statorials.org\/id\/python-regresi-logistik\/\">Python<\/a> )<\/span><br \/> <strong><a href=\"https:\/\/statorials.org\/id\/analisis-diskriminan-linier\/\">Analisis diskriminan linier<\/a><\/strong> <span style=\"color: #000000;\">( <a href=\"https:\/\/statorials.org\/id\/analisis-diskriminan-linier-di-r\/\">R<\/a> , <a href=\"https:\/\/statorials.org\/id\/analisis-diskriminan-linier-dengan-python\/\">Python<\/a> )<\/span><br \/> <strong><a href=\"https:\/\/statorials.org\/id\/analisis-diskriminan-kuadrat\/\">Analisis diskriminan kuadrat<\/a><\/strong> <span style=\"color: #000000;\">( <a href=\"https:\/\/statorials.org\/id\/analisis-diskriminan-kuadrat-di-r\/\">R<\/a> , <a href=\"https:\/\/statorials.org\/id\/analisis-diskriminan-kuadrat-dengan-python\/\">Python<\/a> )<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Bagaimana menilai kecukupan model<\/strong><\/span><br \/> <strong><a href=\"https:\/\/statorials.org\/id\/pembelajaran-mesin-yang-berlebihan\/\">Apa itu overfitting?<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/tinggalkan-satu-validasi-silang\/\">Validasi Silang Tinggalkan Satu Keluar<\/a><\/strong> <span style=\"color: #000000;\">( <a href=\"https:\/\/statorials.org\/id\/tinggalkan-validasi-silang-di-r\/\">R<\/a> , <a href=\"https:\/\/statorials.org\/id\/biarkan-satu-validasi-silang-dengan-python\/\">Python<\/a> )<\/span><br \/> <strong><a href=\"https:\/\/statorials.org\/id\/k-lipat-validasi-silang\/\">Validasi silang K-Fold<\/a><\/strong> <span style=\"color: #000000;\">( <a href=\"https:\/\/statorials.org\/id\/k-lipat-validasi-silang-di-r\/\">R<\/a> , <a href=\"https:\/\/statorials.org\/id\/k-lipat-validasi-silang-dengan-python\/\">Python<\/a> )<\/span><\/p>\n<p> <strong><span style=\"color: #000000;\">Pemilihan model<br \/><\/span> <a href=\"https:\/\/statorials.org\/id\/pilihan-subset-terbaik\/\">Pilihan subset terbaik<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/seleksi-secara-bertahap\/\">Seleksi bertahap<\/a><\/strong> <span style=\"color: #000000;\">( <a href=\"https:\/\/statorials.org\/id\/regresi-langkah-demi-langkah-r\/\">R<\/a> )<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Regularisasi<\/strong><\/span><br \/> <strong><a href=\"https:\/\/statorials.org\/id\/regresi-punggungan\/\">Regresi Punggungan<\/a><\/strong> <span style=\"color: #000000;\">( <a href=\"https:\/\/statorials.org\/id\/regresi-puncak-di-r\/\">R<\/a> , <a href=\"https:\/\/statorials.org\/id\/regresi-puncak-dengan-python\/\">Python<\/a> )<\/span><br \/> <strong><a href=\"https:\/\/statorials.org\/id\/regresi-laso\/\">Regresi Lasso<\/a><\/strong> <span style=\"color: #000000;\">( <a href=\"https:\/\/statorials.org\/id\/regresi-laso-di-sungai\/\">R<\/a> , <a href=\"https:\/\/statorials.org\/id\/regresi-laso-dengan-python\/\">Python<\/a> )<\/span><\/p>\n<p> <strong><span style=\"color: #000000;\">Pengurangan dimensi<br \/><\/span> <a href=\"https:\/\/statorials.org\/id\/regresi-komponen-utama\/\">Regresi komponen utama<\/a><\/strong> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/id\/regresi-komponen-utama-di-r\/\">(R<\/a> , <a href=\"https:\/\/statorials.org\/id\/regresi-komponen-utama-dengan-python\/\">Python<\/a> )<\/span><br \/> <strong><a href=\"https:\/\/statorials.org\/id\/kuadrat-terkecil-parsial\/\">Kuadrat terkecil parsial<\/a><\/strong> <span style=\"color: #000000;\">( <a href=\"https:\/\/statorials.org\/id\/kuadrat-terkecil-parsial-di-r\/\">R<\/a> , <a href=\"https:\/\/statorials.org\/id\/setidaknya-sebagian-tepi-dengan-python\/\">Python<\/a> )<\/span><\/p>\n<p> <strong><span style=\"color: #000000;\">Model regresi tingkat lanjut<\/span><br \/> <a href=\"https:\/\/statorials.org\/id\/regresi-polinomial-1\/\">Regresi polinomial<\/a><\/strong> <span style=\"color: #000000;\">(<a href=\"https:\/\/statorials.org\/id\/regresi-polinomial-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">R<\/a> , <a href=\"https:\/\/statorials.org\/id\/python-regresi-polinomial\/\" target=\"_blank\" rel=\"noopener noreferrer\">Python<\/a> )<\/span><br \/> <strong><a href=\"https:\/\/statorials.org\/id\/spline-regresi-adaptif-multivariat\/\" rel=\"noopener noreferrer\">Spline regresi adaptif multivariat<\/a><\/strong> <span style=\"color: #000000;\">( <a href=\"https:\/\/statorials.org\/id\/spline-regresi-adaptif-multivariat-di-r\/\">R<\/a> , Python)<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Metode berbasis pohon<\/strong><\/span><br \/> <strong><a href=\"https:\/\/statorials.org\/id\/pohon-klasifikasi-dan-regresi\/\">Pohon klasifikasi dan regresi<\/a><\/strong> <span style=\"color: #000000;\">( <a href=\"https:\/\/statorials.org\/id\/pohon-klasifikasi-dan-regresi-di-r\/\">R<\/a> )<\/span><br \/> <strong><a href=\"https:\/\/statorials.org\/id\/pembelajaran-mesin-mengantongi\/\">Mengantongi<\/a><\/strong> <span style=\"color: #000000;\">( <a href=\"https:\/\/statorials.org\/id\/mengantongi-di-r\/\">Kanan<\/a> )<\/span><br \/> <strong>Hutan acak<\/strong> <span style=\"color: #000000;\">( <a href=\"https:\/\/statorials.org\/id\/bor-acak-di-sungai\/\">Kanan<\/a> )<\/span><br \/> <strong><a href=\"https:\/\/statorials.org\/id\/meningkatkan-pembelajaran-mesin\/\">Meningkatkan<\/a><\/strong> <span style=\"color: #000000;\">( <a href=\"https:\/\/statorials.org\/id\/xgboost-di-r\/\">Kanan<\/a> )<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Pembelajaran tanpa pengawasan<\/strong><\/span> <strong><br \/><a href=\"https:\/\/statorials.org\/id\/analisis-komponen-utama-di-r\/\" rel=\"noopener noreferrer\">Analisis komponen utama di R<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/k-berarti-mengelompokkan-dalam-r\/\">Pengelompokan K-Means di R<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/k-medoid-di-sungai\/\">Pengelompokan K-Medoids di R<\/a><br \/><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Halaman ini mencantumkan semua tutorial pembelajaran mesin yang tersedia di Statorials. Pengantar Pembelajaran Mesin Pembelajaran yang diawasi atau tidak diawasi Algoritma regresi dan klasifikasi Pertukaran bias-varians Regresi linier Regresi linier sederhana ( R , Python ) Regresi linier berganda ( R , Python ) Klasifikasi Regresi logistik (R, Python ) Analisis diskriminan linier ( R [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Tutorial pembelajaran mesin<\/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:\/\/statorials.org\/id\/tutorial-pembelajaran-mesin\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Tutorial pembelajaran mesin\" \/>\n<meta property=\"og:description\" content=\"Halaman ini mencantumkan semua tutorial pembelajaran mesin yang tersedia di Statorials. 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