{"id":140,"date":"2025-08-17T23:24:34","date_gmt":"2025-08-17T23:24:34","guid":{"rendered":"https:\/\/learn.rantissi.my.id\/?p=140"},"modified":"2025-08-17T23:24:35","modified_gmt":"2025-08-17T23:24:35","slug":"apa-bedanya-ai-ml-dl-dan-data-science","status":"publish","type":"post","link":"https:\/\/learn.rantissi.my.id\/index.php\/2025\/08\/17\/apa-bedanya-ai-ml-dl-dan-data-science\/","title":{"rendered":"Apa Bedanya AI, ML, DL, dan Data Science?"},"content":{"rendered":"\n<h4 class=\"wp-block-heading\">Banyak orang suka tertukar antara:<\/h4>\n\n\n\n<p>\u27a1\ufe0f <strong>AI (Artificial Intelligence)<\/strong><br>\u27a1\ufe0f <strong>ML (Machine Learning)<\/strong><br>\u27a1\ufe0f <strong>DL (Deep Learning)<\/strong><br>\u27a1\ufe0f <strong>Data Science<\/strong><\/p>\n\n\n\n<p>Yuk kita bedah satu per satu dengan <strong>bahasa santai dan analogi sederhana<\/strong>\ud83d\udc47<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">1. <strong>AI = Payung Besar<\/strong><\/h3>\n\n\n\n<p><strong>Artificial Intelligence (AI)<\/strong> itu adalah <strong>bidang besar<\/strong> yang tujuannya membuat komputer bisa <strong>berpikir seperti manusia<\/strong>:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Bisa mengambil keputusan<\/li>\n\n\n\n<li>Bisa belajar<\/li>\n\n\n\n<li>Bisa ngobrol<\/li>\n\n\n\n<li>Bisa mengenali gambar atau suara<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udfe2 Contoh:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Mobil tanpa supir<\/li>\n\n\n\n<li>ChatGPT<\/li>\n\n\n\n<li>Kamera yang bisa kenalin wajah<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>ML dan DL adalah bagian dari AI.<\/strong><\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">2. <strong>ML = Otaknya AI yang Belajar Sendiri<\/strong><\/h3>\n\n\n\n<p><strong>Machine Learning (ML)<\/strong> adalah <strong>cara paling populer<\/strong> untuk membuat AI pintar.<br>Alih-alih kita ngoding semua aturan satu per satu, AI belajar <strong>dari data<\/strong>.<\/p>\n\n\n\n<p>\ud83e\udde0 Contoh ML:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Prediksi harga rumah dari data ukuran dan lokasi<\/li>\n\n\n\n<li>Deteksi email spam<\/li>\n\n\n\n<li>Rekomendasi film di Netflix<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">3. <strong>DL = Versi Super Canggih dari ML<\/strong><\/h3>\n\n\n\n<p><strong>Deep Learning (DL)<\/strong> adalah <strong>bagian dari ML<\/strong> yang menggunakan struktur mirip <strong>otak manusia<\/strong> (neural network).<\/p>\n\n\n\n<p>Ciri khas DL:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Cocok untuk <strong>data besar &amp; kompleks<\/strong><\/li>\n\n\n\n<li>Butuh komputer yang kuat (GPU)<\/li>\n\n\n\n<li>Punya banyak lapisan \u201cbelajar\u201d (makanya disebut <em>deep<\/em>)<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udcf7 Contoh DL:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI mengenali wajah dari gambar<\/li>\n\n\n\n<li>Mobil otonom mengenali lampu merah<\/li>\n\n\n\n<li>ChatGPT, DALL\u00b7E, Midjourney<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">4. <strong>Data Science = Ilmu untuk Menyulap Data Jadi Insight<\/strong><\/h3>\n\n\n\n<p><strong>Data Science<\/strong> bukan cuma soal AI atau ML, tapi lebih luas:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Mengumpulkan data<\/li>\n\n\n\n<li>Membersihkan &amp; menganalisis<\/li>\n\n\n\n<li>Menyajikan data jadi <strong>cerita &amp; rekomendasi<\/strong> untuk bisnis<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udd2c Contoh kerja Data Scientist:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Analisa penjualan: produk apa yang paling laris?<\/li>\n\n\n\n<li>Visualisasi tren: apakah pengguna kita naik atau turun?<\/li>\n\n\n\n<li>Buat dashboard interaktif untuk manajemen<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Kadang Data Scientist pakai AI\/ML, tapi nggak selalu.<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Analogi Singkat:<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Bayangkan AI = mobil<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>ML = mesinnya<\/li>\n\n\n\n<li>DL = mesin turbo-nya<\/li>\n\n\n\n<li>Data Science = mekanik yang tahu cara pakai mobil itu buat nyampe tujuan bisnis<\/li>\n<\/ul>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Kesimpulan:<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Istilah<\/th><th>Fokusnya<\/th><\/tr><\/thead><tbody><tr><td><strong>AI<\/strong><\/td><td>Meniru kecerdasan manusia<\/td><\/tr><tr><td><strong>ML<\/strong><\/td><td>Belajar dari data tanpa diprogram langsung<\/td><\/tr><tr><td><strong>DL<\/strong><\/td><td>ML versi turbo dengan neural network<\/td><\/tr><tr><td><strong>Data Science<\/strong><\/td><td>Menyulap data jadi informasi berharga untuk bisnis<\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Banyak orang suka tertukar antara: \u27a1\ufe0f AI (Artificial Intelligence)\u27a1\ufe0f ML (Machine Learning)\u27a1\ufe0f DL (Deep Learning)\u27a1\ufe0f Data Science Yuk kita bedah satu per satu dengan bahasa santai dan analogi sederhana\ud83d\udc47 1. AI = Payung Besar Artificial Intelligence (AI) itu adalah bidang besar yang tujuannya membuat komputer bisa berpikir seperti manusia: \ud83d\udfe2 Contoh: ML dan DL adalah&#8230;<\/p>\n","protected":false},"author":1,"featured_media":18,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-140","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/learn.rantissi.my.id\/index.php\/wp-json\/wp\/v2\/posts\/140","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/learn.rantissi.my.id\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/learn.rantissi.my.id\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/learn.rantissi.my.id\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/learn.rantissi.my.id\/index.php\/wp-json\/wp\/v2\/comments?post=140"}],"version-history":[{"count":1,"href":"https:\/\/learn.rantissi.my.id\/index.php\/wp-json\/wp\/v2\/posts\/140\/revisions"}],"predecessor-version":[{"id":141,"href":"https:\/\/learn.rantissi.my.id\/index.php\/wp-json\/wp\/v2\/posts\/140\/revisions\/141"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/learn.rantissi.my.id\/index.php\/wp-json\/wp\/v2\/media\/18"}],"wp:attachment":[{"href":"https:\/\/learn.rantissi.my.id\/index.php\/wp-json\/wp\/v2\/media?parent=140"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/learn.rantissi.my.id\/index.php\/wp-json\/wp\/v2\/categories?post=140"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/learn.rantissi.my.id\/index.php\/wp-json\/wp\/v2\/tags?post=140"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}