{"id":1458,"date":"2024-01-31T07:56:46","date_gmt":"2024-01-31T07:56:46","guid":{"rendered":"https:\/\/blog.uts.ac.id\/jul\/?page_id=1458"},"modified":"2024-09-23T02:24:40","modified_gmt":"2024-09-23T02:24:40","slug":"data-science","status":"publish","type":"page","link":"https:\/\/blog.uts.ac.id\/jul\/data-science\/","title":{"rendered":"Data Science"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"1458\" class=\"elementor elementor-1458\">\n\t\t\t\t\t\t<div class=\"elementor-inner\">\n\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7f060a3 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"7f060a3\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;video&quot;,&quot;background_play_on_mobile&quot;:&quot;yes&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c194b49\" data-id=\"c194b49\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-80457c7 elementor-widget elementor-widget-prime-slider-general\" data-id=\"80457c7\" data-element_type=\"widget\" data-widget_type=\"prime-slider-general.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"bdt-prime-slider\">\n\t\t\t<div class=\"bdt-prime-slider-skin-general\">\n\t\t\t\t<div class=\"bdt-position-relative bdt-visible-toggle\" bdt-slideshow=\"{&quot;animation&quot;:&quot;fade&quot;,&quot;ratio&quot;:&quot;16:9&quot;,&quot;min-height&quot;:480,&quot;autoplay&quot;:true,&quot;autoplay-interval&quot;:7000,&quot;pause-on-hover&quot;:false,&quot;velocity&quot;:1,&quot;finite&quot;:false}\" data-settings=\"{&quot;id&quot;:&quot;#bdt-80457c7&quot;,&quot;animation_status&quot;:&quot;no&quot;}\" id=\"bdt-80457c7\">\n\t\t\t\t\t<ul class=\"bdt-slideshow-items\">\n\t\t\t\t\t\n\t\t\t<li class=\"bdt-slideshow-item bdt-flex bdt-flex-middle bdt-flex-center elementor-repeater-item-b77c1ce\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t<iframe src=\"\/\/www.youtube.com\/embed\/X6lQjf21Dqk?autoplay=1&#038;mute=1&#038;controls=0&#038;showinfo=0&#038;rel=0&#038;loop=1&#038;modestbranding=1&#038;wmode=transparent&#038;playsinline=1&#038;playlist=X6lQjf21Dqk\" allowfullscreen bdt-cover><\/iframe>\n\t\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"bdt-overlay-default bdt-position-cover bdt-blend-multiply\"><\/div>\n\t\t\t\t\n\t\t\t\t\t\t<div class=\"bdt-position-z-index bdt-position-large\">\n\t\t\t<div class=\"bdt-prime-slider-wrapper\">\n\t\t\t\t<div class=\"bdt-prime-slider-content\">\n\t\t\t\t\t<div class=\"bdt-prime-slider-desc\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"bdt-sub-title\">\n\t\t\t\t\t\t\t\t<h4 data-reveal=\"reveal-active\" class=\"bdt-ps-sub-title\" data-bdt-slideshow-parallax=\"x: 50,0,-10; opacity: 1,1,0\">\n\t\t\t\t\t\t\t\t\tData\t\t\t\t\t\t\t\t<\/h4>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div data-reveal=\"reveal-active\" class=\"bdt-main-title\" data-bdt-slideshow-parallax=\"x: 100,0,-20; opacity: 1,1,0\">\n\t\t\t\t\t\t\t\t<h1 class=\"bdt-title-tag\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tScience\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/h1>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t<div data-bdt-slideshow-parallax=\"x: 150,0,-30; opacity: 1,1,0\">\n\t\t\t\t\t\t\t<div class=\"bdt-btn-wrapper\">\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/li>\n\n\n\t\t\t\t\t<\/ul>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"reveal-muted\">\n\t\t\t\t<a class=\"bdt-position-bottom-right bdt-prime-slider-previous\" href=\"#\" bdt-slidenav-previous bdt-slideshow-item=\"previous\"><\/a>\n\t\t\t\t<a class=\"bdt-position-bottom-right bdt-prime-slider-next\" href=\"#\" bdt-slidenav-next bdt-slideshow-item=\"next\"><\/a>\n\t\t\t<\/div>\n\n\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t<div >\n\t\t\t\t<ul class=\"bdt-slideshow-nav bdt-dotnav bdt-margin-large bdt-position-bottom-left bdt-text-center reveal-muted\"><\/ul>\n\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t<div class=\"bdt-prime-slider-social-icon reveal-muted\">\n\n\t\t\t\n\t\t\t\n\t\t\t\t<a class=\"bdt-social-animate\" href=\"http:\/\/www.facebook.com\/bdthemes\/\" target=\"_blank\"  title=\"Facebook\" bdt-tooltip=\"pos: right\">\n\t\t\t\t\t<i aria-hidden=\"true\" class=\"fa-fw fab fa-facebook-f\"><\/i>\t\t\t\t<\/a>\n\t\t\t\n\t\t\t\t<a class=\"bdt-social-animate\" href=\"http:\/\/www.twitter.com\/bdthemes\/\" target=\"_blank\"  title=\"Twitter\" bdt-tooltip=\"pos: right\">\n\t\t\t\t\t<i aria-hidden=\"true\" class=\"fa-fw fab fa-twitter\"><\/i>\t\t\t\t<\/a>\n\t\t\t\n\t\t\t\t<a class=\"bdt-social-animate\" href=\"http:\/\/www.instagram.com\/bdthemes\/\" target=\"_blank\"  title=\"Instagram\" bdt-tooltip=\"pos: right\">\n\t\t\t\t\t<i aria-hidden=\"true\" class=\"fa-fw fab fa-instagram\"><\/i>\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<div class=\"bdt-scroll-down-wrapper\">\n\t\t\t<button class=\"bdt-scroll-down reveal-muted\" data-settings=\"[]\" data-selector=\"#my-header\">\n\t\t\t\t\t\t<span bdt-scrollspy=\"cls: bdt-animation-slide-right; repeat: true\" class=\"bdt-scroll-down-content-wrapper\">\n\t\t\t<span class=\"bdt-scroll-icon\">\n\n\t\t\t\t<svg version=\"1.1\" id=\"Capa_1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" x=\"0px\" y=\"0px\" viewBox=\"0 0 64 64\" style=\"enable-background:new 0 0 64 64;\" xml:space=\"preserve\">\n\t\t\t\t\t<g>\n\t\t\t\t\t\t<g>\n\t\t\t\t\t\t\t<polygon points=\"31,0 31,60.586 23.707,53.293 22.293,54.854 31.293,64 32.707,64 41.707,54.854 40.293,53.366 33,60.586 33,0 \" \/>\n\t\t\t\t\t\t<\/g>\n\t\t\t\t\t<\/g>\n\t\t\t\t\t<g><\/g>\n\t\t\t\t\t<g><\/g>\n\t\t\t\t\t<g><\/g>\n\t\t\t\t\t<g><\/g>\n\t\t\t\t\t<g><\/g>\n\t\t\t\t\t<g><\/g>\n\t\t\t\t\t<g><\/g>\n\t\t\t\t\t<g><\/g>\n\t\t\t\t\t<g><\/g>\n\t\t\t\t\t<g><\/g>\n\t\t\t\t\t<g><\/g>\n\t\t\t\t\t<g><\/g>\n\t\t\t\t\t<g><\/g>\n\t\t\t\t\t<g><\/g>\n\t\t\t\t\t<g><\/g>\n\t\t\t\t<\/svg>\n\n\t\t\t<\/span>\n\t\t\t<span class=\"bdt-scroll-down-text\">Scroll Down<\/span>\n\t\t<\/span>\n\t\t\t\t<\/button>\n\t\t<\/div>\n\n\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t<\/div>\n\t\t\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\t\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-d6c1045 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d6c1045\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7271242\" data-id=\"7271242\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8772c07 elementor-widget elementor-widget-spacer\" data-id=\"8772c07\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9aa7b7a elementor-widget elementor-widget-heading\" data-id=\"9aa7b7a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Data Science<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5c516d6 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"5c516d6\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\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<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dec6043 elementor-widget elementor-widget-text-editor\" data-id=\"dec6043\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p>Pada course ini berisi silabus yang membahas tentang Data Science. Silabus yang disediakan yaitu Introduction Data Science, Data Analytics, dan Data Visualization. Materi yang dibahas pada course ini bertujuan untuk memberi pengenalan tentang data science dan juga cara mengolah data dengan analisis dan visualisasi. Dengan mempelajari course ini, peserta diharapkan mampu memiliki kemampuan dasar sebagai seorang data scientist ataupun data analyst untuk terjun ke industri terkait.<\/p>\n<ol>\n<li>Mahasiswa mampu memahami dasar-dasar Data Science dan penerapannya.<\/li>\n<li>Mahasiswa mampu melakukan analisis data dengan teknik-teknik yang telah dijelaskan untuk mendapatkan informasi pengetahuan dari data.<\/li>\n<li>Mahasiswa mampu membuat visualisasi sesuai dengan kebutuhan dan jenis data.<\/li>\n<\/ol>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ef02e35 elementor-widget elementor-widget-toggle\" data-id=\"ef02e35\" data-element_type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-toggle\" role=\"tablist\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2501\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"tab\" aria-controls=\"elementor-tab-content-2501\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"\" class=\"elementor-toggle-title\">Pengantar Mata Kuliah<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2501\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-2501\"><p>Pengantar Mata Kuliah Data Sains, Kontrak perkuliahan, kesepakatan atau perjanjian antara dosen dan mahasiswa yang biasanya dibuat di awal semester, aturan serta tata tertib selama perkuliahan berlangsung<\/p><p><a href=\"https:\/\/docs.google.com\/presentation\/d\/1v2gObejQlrt3WAe6okhFajoKxULGxc8Q\/edit?usp=sharing&amp;ouid=110129877174530212132&amp;rtpof=true&amp;sd=true\" target=\"_blank\" rel=\"noopener\">Klik Disini<\/a><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2502\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"tab\" aria-controls=\"elementor-tab-content-2502\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"\" class=\"elementor-toggle-title\">Introduction Data Science<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2502\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-2502\"><p>Data science adalah bidang multi-disiplin yang menggunakan metode, proses, algoritma, dan sistem ilmiah untuk mengekstrak pengetahuan dan informasi dari data terstruktur dan tidak terstruktur. Data science merupakan konsep untuk menyatukan statistik, analisis data, pembelajaran mesin (machine learning), pengetahuan dasar (domain knowledge) dan metode terkaitnya untuk memahami dan menganalisis fenomena aktual dengan data. Bidang data science ini menjadi salah satu bidang yang cukup terkenal saat ini karena kemampuannya untuk membantu mengolah data menjadi informasi dan pengetahuan yang bermanfaat dan sangat dibutuhkan. Di dalam proses data science, secara umum proses yang dilakukan adalah pengumpulan data, analisis, visualisasi modeling, dan evaluasi.<\/p><p><a href=\"https:\/\/bisa.ai\/my_course\/detail_silabus\/6\/71437\/1182\/460289\" target=\"_blank\" rel=\"noopener\">Klik Disini<\/a><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2503\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"tab\" aria-controls=\"elementor-tab-content-2503\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"\" class=\"elementor-toggle-title\">Data and Attributes<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2503\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-2503\"><p>Data merupakan syarat utama untuk melakukan data mining. Tanpa adanya data, data mining tidak dapat dilakukan. Data biasanya disusun atas objek atau observasi. Kumpulan objek yang mewakili suatu entitas disebut dengan set data. Kumpulan dari set data disebut dengan database. Setiap objek dari suatu set data disebut dengan contoh, samples, examples, instances, titik data, atau tuples. Set data biasanya direpresentasikan berupa baris dan kolom. Baris menyatakan objek dari set data dan kolom menyatakan atribut\/fitur dari set data. Atribut-atribut itulah yang menjelaskan suatu objek pada set data.<\/p><p><a href=\"https:\/\/bisa.ai\/my_course\/detail_silabus\/6\/71437\/1183\/460290\" target=\"_blank\" rel=\"noopener\">Klik Disini<\/a><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2504\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"tab\" aria-controls=\"elementor-tab-content-2504\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"\" class=\"elementor-toggle-title\">Similarity and Dissimilarity Data<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2504\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-2504\"><p>Pada aplikasi data mining, seperti teknik klastering, outliers analysis, dan klasifikasi menggunakan algoritma K-Nearest Neighbors, diperlukan suatu cara untuk menilai seberapa mirip suatu objek terhadap objek lain. Ukuran kesamaan (similarity) dan ketidaksamaan (dissimilarity) disebut juga sebagai ukuran kedekatan (measures of proximity). Similarity dan dissimilarity ini saling berhubungan. Ukuran kesamaan pada dua objek i dan j, akan diberikan nilai 0 jika objek tersebut tidak mirip sama sekali dan nilai 1 menunjukkan bahwa dua objek adalah sama [1].<\/p><p><a href=\"https:\/\/bisa.ai\/my_course\/detail_silabus\/6\/71437\/1184\/460291\" target=\"_blank\" rel=\"noopener\">Klik Disini<\/a><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2505\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"tab\" aria-controls=\"elementor-tab-content-2505\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"\" class=\"elementor-toggle-title\">Data Visualisasi<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2505\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-2505\"><p>Visualisasi data adalah proses memperoleh, menginterpretasi dan membandingkan data dengan tujuan untuk mengkomunikasikan dengan jelas ide yang komplek, identifikasi dan menganalisis pola yang berguna.<\/p><p><a href=\"https:\/\/bisa.ai\/my_course\/detail_silabus\/6\/71437\/1264\/460292\" target=\"_blank\" rel=\"noopener\">Klik Disini<\/a><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2506\" class=\"elementor-tab-title\" data-tab=\"6\" role=\"tab\" aria-controls=\"elementor-tab-content-2506\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"\" class=\"elementor-toggle-title\">Data Preparation<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2506\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"6\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-2506\"><p>Data preprocessing\u00a0adalah teknik awal data mining untuk mengubah\u00a0raw data\u00a0(data mentah) menjadi format dan informasi yang lebih efisien dan bermanfaat. Format pada\u00a0raw data\u00a0yang diambil dari berbagai macam sumber seringkali mengalami error,\u00a0missing value, dan tidak konsisten.\u00a0<\/p><p><a href=\"https:\/\/bisa.ai\/my_course\/detail_silabus\/6\/71437\/2556\/460293\">Klik Disini<\/a><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2507\" class=\"elementor-tab-title\" data-tab=\"7\" role=\"tab\" aria-controls=\"elementor-tab-content-2507\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"\" class=\"elementor-toggle-title\">Data Mining<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2507\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"7\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-2507\"><p>Atribut adalah bagian data, yang mewakili karakteristik atau feature dari objek data. Atribut, dimensi, feature, dan variabel sering digunakan secara bergantian dalam literatur. Istilah dimensi ini umumnya digunakan dalam literatur\u00a0data warehouse.\u00a0<\/p><p><a href=\"https:\/\/bisa.ai\/my_course\/detail_silabus\/6\/71437\/2557\/460294\" target=\"_blank\" rel=\"noopener\">Klik Disini<\/a><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\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\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Data Science Scroll Down Data Science Pada course ini berisi silabus yang membahas tentang Data Science. Silabus yang disediakan yaitu Introduction Data Science, Data Analytics, dan Data Visualization. Materi yang dibahas pada course ini bertujuan untuk memberi pengenalan tentang data science dan juga cara mengolah data dengan analisis dan visualisasi. Dengan mempelajari course ini, peserta [&hellip;]<\/p>\n","protected":false},"author":21,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/blog.uts.ac.id\/jul\/wp-json\/wp\/v2\/pages\/1458"}],"collection":[{"href":"https:\/\/blog.uts.ac.id\/jul\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/blog.uts.ac.id\/jul\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/blog.uts.ac.id\/jul\/wp-json\/wp\/v2\/users\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.uts.ac.id\/jul\/wp-json\/wp\/v2\/comments?post=1458"}],"version-history":[{"count":28,"href":"https:\/\/blog.uts.ac.id\/jul\/wp-json\/wp\/v2\/pages\/1458\/revisions"}],"predecessor-version":[{"id":2199,"href":"https:\/\/blog.uts.ac.id\/jul\/wp-json\/wp\/v2\/pages\/1458\/revisions\/2199"}],"wp:attachment":[{"href":"https:\/\/blog.uts.ac.id\/jul\/wp-json\/wp\/v2\/media?parent=1458"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}