{"id":25,"date":"2026-09-13T08:11:56","date_gmt":"2026-09-13T08:11:56","guid":{"rendered":"https:\/\/ricokurniawan.com\/web\/?p=25"},"modified":"2026-09-13T08:26:58","modified_gmt":"2026-09-13T08:26:58","slug":"memahami-machine-learning-dan-istilah-istilah-terkait","status":"publish","type":"post","link":"https:\/\/ricokurniawan.com\/web\/2026\/09\/13\/memahami-machine-learning-dan-istilah-istilah-terkait\/","title":{"rendered":"Memahami Machine Learning dan Istilah-Istilah Terkait"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Istilah seperti <strong>Artificial Intelligence, Machine Learning, Deep Learning, dan Generative AI<\/strong> semakin sering digunakan. Namun, istilah-istilah tersebut sebenarnya tidak memiliki arti yang sama. Secara sederhana, konsep-konsep tersebut dapat dipahami sebagai bagian dari satu ekosistem teknologi yang saling berhubungan.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Artificial Intelligence: Konsep Paling Luas<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Artificial Intelligence (AI)<\/strong> atau kecerdasan buatan adalah bidang ilmu komputer yang bertujuan membuat sistem komputer mampu melakukan tugas yang biasanya membutuhkan kecerdasan manusia.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Contohnya antara lain:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>mengenali gambar,<\/li>\n\n\n\n<li>memahami bahasa,<\/li>\n\n\n\n<li>membuat keputusan,<\/li>\n\n\n\n<li>memprediksi suatu kejadian,<\/li>\n\n\n\n<li>menjawab pertanyaan, dan<\/li>\n\n\n\n<li>menghasilkan teks atau gambar.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">AI merupakan istilah yang paling luas. Tidak semua sistem AI menggunakan Machine Learning. Beberapa sistem AI klasik menggunakan aturan yang secara eksplisit ditentukan oleh manusia, misalnya:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>IF tekanan darah \u2265 140\/90 mmHg THEN klasifikasikan sebagai hipertensi.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sistem seperti ini sering disebut <strong>rule-based system<\/strong> atau <strong>expert system<\/strong>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Machine Learning: Komputer Belajar dari Data<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Machine Learning (ML)<\/strong> merupakan bagian dari Artificial Intelligence yang memungkinkan komputer mempelajari pola dari data.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pada pendekatan pemrograman tradisional, manusia menentukan aturan dan komputer menjalankan aturan tersebut.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Secara sederhana:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Data + Rules \u2192 Output<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dalam Machine Learning pendekatannya sedikit berbeda:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Data + Output yang diketahui \u2192 Model<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Model yang telah dipelajari kemudian digunakan untuk menghasilkan prediksi pada data baru:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Data baru + Model \u2192 Prediction<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sebagai contoh, kita memiliki ribuan data individu yang berisi umur, jenis kelamin, indeks massa tubuh, tekanan darah, kebiasaan merokok, dan status hipertensi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Machine Learning dapat mempelajari hubungan antara berbagai karakteristik tersebut dengan kejadian hipertensi. Setelah proses pembelajaran selesai, model dapat digunakan untuk memperkirakan risiko hipertensi pada individu lain.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Inilah ide dasar dari Machine Learning: <strong>belajar dari pola yang terdapat pada data.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Tiga Pendekatan Utama Machine Learning<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Secara umum Machine Learning dapat dikelompokkan menjadi tiga pendekatan.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Supervised Learning<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Pada <strong>supervised learning<\/strong>, data yang digunakan sudah memiliki outcome atau label.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Misalnya:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>hipertensi vs tidak hipertensi,<\/li>\n\n\n\n<li>diabetes vs tidak diabetes,<\/li>\n\n\n\n<li>pasien meninggal vs bertahan hidup.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Algoritma belajar dari hubungan antara variabel prediktor dengan outcome tersebut.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Beberapa algoritma yang umum digunakan antara lain:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Logistic Regression, Decision Tree, Random Forest, Support Vector Machine, dan Neural Network.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Supervised learning banyak digunakan untuk <strong>classification<\/strong> dan <strong>prediction<\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Unsupervised Learning<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Pada <strong>unsupervised learning<\/strong>, data tidak memiliki label outcome tertentu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Komputer mencoba menemukan struktur atau pola yang tersembunyi di dalam data.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Contohnya adalah melakukan pengelompokan kabupaten\/kota berdasarkan karakteristik indikator kesehatan menggunakan <strong>clustering<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Algoritma yang sering digunakan antara lain:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>K-Means Clustering, Hierarchical Clustering, dan Principal Component Analysis (PCA).<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Reinforcement Learning<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Pada <strong>reinforcement learning<\/strong>, komputer belajar melalui interaksi dengan lingkungan. Sistem mendapatkan reward atau punishment berdasarkan keputusan yang dilakukan.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pendekatan ini banyak digunakan pada robotika, permainan komputer, autonomous systems, dan berbagai sistem pengambilan keputusan yang bersifat dinamis.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Lalu, Apa Itu Deep Learning?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Deep Learning merupakan bagian dari Machine Learning.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Deep Learning menggunakan struktur yang disebut <strong>Artificial Neural Network<\/strong>, yang secara sederhana terinspirasi dari cara jaringan neuron bekerja dalam sistem biologis.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Jika jaringan tersebut memiliki banyak lapisan pemrosesan, kita menyebutnya sebagai <strong>deep neural network<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Deep Learning sangat efektif untuk menangani data kompleks seperti:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>gambar medis,<\/li>\n\n\n\n<li>suara,<\/li>\n\n\n\n<li>video,<\/li>\n\n\n\n<li>teks,<\/li>\n\n\n\n<li>rekam medis dalam jumlah besar.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Sebagai contoh, Deep Learning dapat digunakan untuk membantu mengenali kelainan pada foto rontgen atau CT scan.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Namun, Deep Learning biasanya membutuhkan jumlah data dan sumber daya komputasi yang jauh lebih besar dibandingkan metode Machine Learning konvensional.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Generative AI<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Perkembangan berikutnya adalah <strong>Generative Artificial Intelligence<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Jika sebagian besar model Machine Learning tradisional digunakan untuk melakukan prediksi atau klasifikasi, Generative AI dirancang untuk <strong>menghasilkan konten baru<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Konten tersebut dapat berupa:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>teks,<\/li>\n\n\n\n<li>gambar,<\/li>\n\n\n\n<li>suara,<\/li>\n\n\n\n<li>video,<\/li>\n\n\n\n<li>kode program, atau<\/li>\n\n\n\n<li>data sintetis.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Salah satu teknologi yang banyak digunakan dalam Generative AI berbasis teks adalah <strong>Large Language Model (LLM)<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Model seperti ChatGPT merupakan contoh aplikasi yang menggunakan Large Language Model untuk memahami dan menghasilkan bahasa.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Secara sederhana hubungan konsep tersebut dapat digambarkan sebagai:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Artificial Intelligence<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 <strong>Machine Learning<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 <strong>Deep Learning<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 berbagai model modern, termasuk <strong>Large Language Models<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 digunakan dalam berbagai aplikasi <strong>Generative AI<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dengan demikian, Machine Learning bukan sesuatu yang terpisah dari Artificial Intelligence. Machine Learning merupakan salah satu pendekatan utama dalam pengembangan sistem Artificial Intelligence.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Machine Learning Bukan Sekadar Algoritma<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Satu hal yang penting dipahami adalah bahwa Machine Learning bukan hanya memilih algoritma.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pengembangan model biasanya melibatkan beberapa tahapan:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Problem Definition \u2192 Data Collection \u2192 Data Preparation \u2192 Model Development \u2192 Model Evaluation \u2192 Deployment \u2192 Monitoring<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dalam konteks kesehatan masyarakat, kualitas data, pemilihan outcome, interpretasi model, potensi bias, validitas eksternal, serta aspek etika sering kali jauh lebih penting daripada sekadar memilih algoritma yang paling kompleks.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Model dengan akurasi tinggi belum tentu menjadi model terbaik apabila tidak dapat dijelaskan, tidak dapat digunakan pada populasi lain, atau tidak memberikan manfaat dalam pengambilan keputusan.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Karena itu, penerapan Machine Learning dalam kesehatan sebaiknya dimulai bukan dengan pertanyaan:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u201cAlgoritma apa yang akan digunakan?\u201d<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">tetapi dengan pertanyaan:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u201cMasalah kesehatan apa yang ingin kita selesaikan, dan bagaimana data dapat membantu kita mengambil keputusan yang lebih baik?\u201d<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Istilah seperti Artificial Intelligence, Machine Learning, Deep Learning, dan Generative AI semakin sering digunakan. Namun, istilah-istilah tersebut sebenarnya tidak memiliki arti yang sama. Secara sederhana, konsep-konsep\u2026<\/p>\n","protected":false},"author":1,"featured_media":27,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"pagelayer_contact_templates":[],"_pagelayer_content":"","footnotes":""},"categories":[3],"tags":[],"class_list":["post-25","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-applied-ai-ml-for-publich-health"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Memahami Machine Learning dan Istilah-Istilah Terkait - Rico Kurniawan<\/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:\/\/ricokurniawan.com\/web\/2026\/09\/13\/memahami-machine-learning-dan-istilah-istilah-terkait\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Memahami Machine Learning dan Istilah-Istilah Terkait - Rico Kurniawan\" \/>\n<meta property=\"og:description\" content=\"Istilah seperti Artificial Intelligence, Machine Learning, Deep Learning, dan Generative AI semakin sering digunakan. 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