{"id":2338,"date":"2025-10-13T13:52:00","date_gmt":"2025-10-13T05:52:00","guid":{"rendered":"https:\/\/www.ukm.my\/digitalukm\/?page_id=2338"},"modified":"2026-01-09T07:48:56","modified_gmt":"2026-01-08T23:48:56","slug":"09-dir-pengurusan-analitik-data","status":"publish","type":"page","link":"https:\/\/www.ukm.my\/digitalukm\/09-dir-pengurusan-analitik-data\/","title":{"rendered":"09-DIR-PENGURUSAN &#038; ANALITIK DATA"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"2338\" class=\"elementor elementor-2338\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-22a74c1e0 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"22a74c1e0\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_bottom&quot;:&quot;tilt&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M0,6V0h1000v100L0,6z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-29392dcb\" data-id=\"29392dcb\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-74f5c111 elementor-widget elementor-widget-heading\" data-id=\"74f5c111\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Bahagian PENGUrusan &amp; ANALITIK DATA<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\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-5e4c11d8 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"5e4c11d8\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-530d80f4\" data-id=\"530d80f4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-333764b1 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"333764b1\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-f5b542d elementor-invisible\" data-id=\"f5b542d\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;slideInUp&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7d3e83f elementor-widget elementor-widget-wpr-team-member\" data-id=\"7d3e83f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"wpr-team-member.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t<div class=\"wpr-team-member\">\n\t\t\t\t\t\n\t\t\t<div class=\"wpr-member-media\">\n\t\t\t\t<div class=\"wpr-member-image\">\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/10\/Farizan-1.jpg\" alt=\"Farizan Othman\">\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\n\t\t<div class=\"wpr-member-content\">\n\t\t\t<h3 class=\"wpr-member-name\">Farizan Othman<\/h3>\n\t\t\t\n\t\t\t\t\t\t\t<div class=\"wpr-member-job\"> Pegawai Teknologi Maklumat F12<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b597f86 elementor-widget elementor-widget-image\" data-id=\"b597f86\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"521\" height=\"32\" src=\"https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/12\/e_farizanothman.png\" class=\"attachment-full size-full wp-image-3520\" alt=\"\" srcset=\"https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/12\/e_farizanothman.png 521w, https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/12\/e_farizanothman-300x18.png 300w\" sizes=\"(max-width: 521px) 100vw, 521px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7728aaf elementor-align-start elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"7728aaf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-user-registration\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Pengurus Projek<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-sticky-note\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Pengurusan Projek &amp; Pengurusan Data<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-3b8c807 elementor-invisible\" data-id=\"3b8c807\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;slideInUp&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-87a5515 elementor-widget elementor-widget-wpr-team-member\" data-id=\"87a5515\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"wpr-team-member.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t<div class=\"wpr-team-member\">\n\t\t\t\t\t\n\t\t\t<div class=\"wpr-member-media\">\n\t\t\t\t<div class=\"wpr-member-image\">\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/10\/Linda.jpg\" alt=\"Gs. Aslinda Oon Ridzuan Oon\">\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\n\t\t<div class=\"wpr-member-content\">\n\t\t\t<h3 class=\"wpr-member-name\">Gs. Aslinda Oon Ridzuan Oon<\/h3>\n\t\t\t\n\t\t\t\t\t\t\t<div class=\"wpr-member-job\">Pegawai Teknologi Maklumat F12<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5df9293 elementor-widget elementor-widget-image\" data-id=\"5df9293\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"521\" height=\"32\" src=\"https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/12\/e_lindaoon.png\" class=\"attachment-full size-full wp-image-3435\" alt=\"\" srcset=\"https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/12\/e_lindaoon.png 521w, https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/12\/e_lindaoon-300x18.png 300w\" sizes=\"(max-width: 521px) 100vw, 521px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-46d30ff elementor-align-start elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"46d30ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-user-registration\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Perunding Analitik Data<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-sticky-note\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Analitik Data Spatial; Sistem Maklumat Geografi; Pembangunan Sistem Geospatial<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-9c8b567 elementor-invisible\" data-id=\"9c8b567\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;slideInUp&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6c4baac elementor-widget elementor-widget-wpr-team-member\" data-id=\"6c4baac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"wpr-team-member.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t<div class=\"wpr-team-member\">\n\t\t\t\t\t\n\t\t\t<div class=\"wpr-member-media\">\n\t\t\t\t<div class=\"wpr-member-image\">\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/10\/Noriz.jpg\" alt=\"Norizwati Ibrahim\">\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\n\t\t<div class=\"wpr-member-content\">\n\t\t\t<h3 class=\"wpr-member-name\">Norizwati Ibrahim<\/h3>\n\t\t\t\n\t\t\t\t\t\t\t<div class=\"wpr-member-job\">Pegawai Teknologi Maklumat F12<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-da35ce7 elementor-widget elementor-widget-image\" data-id=\"da35ce7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"521\" height=\"32\" src=\"https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/12\/e_noriz.png\" class=\"attachment-full size-full wp-image-3565\" alt=\"\" srcset=\"https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/12\/e_noriz.png 521w, https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/12\/e_noriz-300x18.png 300w\" sizes=\"(max-width: 521px) 100vw, 521px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d8f667 elementor-align-start elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"3d8f667\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-sticky-note\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Pengurusan Data &amp; Analitik Data<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-7be50c8 elementor-invisible\" data-id=\"7be50c8\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;slideInUp&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-119fc66 elementor-widget elementor-widget-wpr-team-member\" data-id=\"119fc66\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"wpr-team-member.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t<div class=\"wpr-team-member\">\n\t\t\t\t\t\n\t\t\t<div class=\"wpr-member-media\">\n\t\t\t\t<div class=\"wpr-member-image\">\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/10\/Safura.jpg\" alt=\"Siti Nor Safura Azmin\">\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\n\t\t<div class=\"wpr-member-content\">\n\t\t\t<h3 class=\"wpr-member-name\">Siti Nor Safura Azmin<\/h3>\n\t\t\t\n\t\t\t\t\t\t\t<div class=\"wpr-member-job\">Pegawai Teknologi Maklumat F10<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b512372 elementor-widget elementor-widget-image\" data-id=\"b512372\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"521\" height=\"32\" src=\"https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/12\/e_snsafura.png\" class=\"attachment-full size-full wp-image-3437\" alt=\"\" srcset=\"https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/12\/e_snsafura.png 521w, https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/12\/e_snsafura-300x18.png 300w\" sizes=\"(max-width: 521px) 100vw, 521px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-815a514 elementor-align-start elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"815a514\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-sticky-note\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Analitik Data<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-5b77573 elementor-invisible\" data-id=\"5b77573\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;slideInUp&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2415947 elementor-widget elementor-widget-wpr-team-member\" data-id=\"2415947\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"wpr-team-member.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t<div class=\"wpr-team-member\">\n\t\t\t\t\t\n\t\t\t<div class=\"wpr-member-media\">\n\t\t\t\t<div class=\"wpr-member-image\">\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/10\/Badrul.jpg\" alt=\"Badrisham Ahmad\">\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\n\t\t<div class=\"wpr-member-content\">\n\t\t\t<h3 class=\"wpr-member-name\">Badrisham Ahmad<\/h3>\n\t\t\t\n\t\t\t\t\t\t\t<div class=\"wpr-member-job\">Pegawai Teknologi Maklumat F10<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4793045 elementor-widget elementor-widget-image\" data-id=\"4793045\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"521\" height=\"32\" src=\"https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/12\/e_badri.png\" class=\"attachment-full size-full wp-image-3510\" alt=\"\" srcset=\"https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/12\/e_badri.png 521w, https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/12\/e_badri-300x18.png 300w\" sizes=\"(max-width: 521px) 100vw, 521px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-06a0daf elementor-align-start elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"06a0daf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-sticky-note\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Analitik Data<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-65ed11c elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"65ed11c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-395ff11 elementor-invisible\" data-id=\"395ff11\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;slideInUp&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-df56a0b elementor-invisible\" data-id=\"df56a0b\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;slideInUp&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d481a58 elementor-widget elementor-widget-wpr-team-member\" data-id=\"d481a58\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"wpr-team-member.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t<div class=\"wpr-team-member\">\n\t\t\t\t\t\n\t\t\t<div class=\"wpr-member-media\">\n\t\t\t\t<div class=\"wpr-member-image\">\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/10\/Mazelina-1.jpg\" alt=\"Mazelina Awang\">\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\n\t\t<div class=\"wpr-member-content\">\n\t\t\t<h3 class=\"wpr-member-name\">Mazelina Awang<\/h3>\n\t\t\t\n\t\t\t\t\t\t\t<div class=\"wpr-member-job\">Penolong Pegawai Teknologi Maklumat FA7<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-207fc20 elementor-widget elementor-widget-image\" data-id=\"207fc20\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"521\" height=\"32\" src=\"https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/12\/e_mazelina.png\" class=\"attachment-full size-full wp-image-3547\" alt=\"\" srcset=\"https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/12\/e_mazelina.png 521w, https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/12\/e_mazelina-300x18.png 300w\" sizes=\"(max-width: 521px) 100vw, 521px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-615750d elementor-align-start elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"615750d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-sticky-note\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Pembangunan Aplikasi<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-3800fd9 elementor-invisible\" data-id=\"3800fd9\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;slideInUp&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5f4d43c elementor-widget elementor-widget-wpr-team-member\" data-id=\"5f4d43c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"wpr-team-member.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t<div class=\"wpr-team-member\">\n\t\t\t\t\t\n\t\t\t<div class=\"wpr-member-media\">\n\t\t\t\t<div class=\"wpr-member-image\">\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/10\/Ida-Haryanti-1.jpg\" alt=\"Ida Haryanti Muhammad Fuad\">\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\n\t\t<div class=\"wpr-member-content\">\n\t\t\t<h3 class=\"wpr-member-name\">Ida Haryanti Muhammad Fuad<\/h3>\n\t\t\t\n\t\t\t\t\t\t\t<div class=\"wpr-member-job\">Penolong Pegawai Teknologi Maklumat FA6<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5439a52 elementor-widget elementor-widget-image\" data-id=\"5439a52\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"521\" height=\"32\" src=\"https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/12\/e_idaharyanti.png\" class=\"attachment-full size-full wp-image-3539\" alt=\"\" srcset=\"https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/12\/e_idaharyanti.png 521w, https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/12\/e_idaharyanti-300x18.png 300w\" sizes=\"(max-width: 521px) 100vw, 521px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6b1ceee elementor-align-start elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"6b1ceee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-sticky-note\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Pengurusan Data<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-feca6d4 elementor-invisible\" data-id=\"feca6d4\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;slideInUp&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ab01a6c elementor-widget elementor-widget-wpr-team-member\" data-id=\"ab01a6c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"wpr-team-member.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t<div class=\"wpr-team-member\">\n\t\t\t\t\t\n\t\t\t<div class=\"wpr-member-media\">\n\t\t\t\t<div class=\"wpr-member-image\">\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/10\/Aina.jpg\" alt=\"Nurul `Aina Idris\">\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\n\t\t<div class=\"wpr-member-content\">\n\t\t\t<h3 class=\"wpr-member-name\">Nurul `Aina Idris<\/h3>\n\t\t\t\n\t\t\t\t\t\t\t<div class=\"wpr-member-job\">Penolong Pegawai Teknologi Maklumat FA6<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a891c82 elementor-widget elementor-widget-image\" data-id=\"a891c82\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"521\" height=\"32\" src=\"https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/12\/e_nurulaina.png\" class=\"attachment-full size-full wp-image-3568\" alt=\"\" srcset=\"https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/12\/e_nurulaina.png 521w, https:\/\/www.ukm.my\/digitalukm\/wp-content\/uploads\/2025\/12\/e_nurulaina-300x18.png 300w\" sizes=\"(max-width: 521px) 100vw, 521px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4c290ad elementor-align-start elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"4c290ad\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-sticky-note\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Pengurusan Data<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-85d06eb elementor-invisible\" data-id=\"85d06eb\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;slideInUp&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Bahagian PENGUrusan &amp; ANALITIK DATA Farizan Othman Pegawai Teknologi Maklumat F12 Pengurus Projek Pengurusan Projek &amp; Pengurusan Data Gs. Aslinda Oon Ridzuan Oon Pegawai Teknologi<a class=\"ut-readmore\" href=\"https:\/\/www.ukm.my\/digitalukm\/09-dir-pengurusan-analitik-data\/\"> &#8230;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":17,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-2338","page","type-page","status-publish","hentry"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.8 - aioseo.com -->\n\t<meta name=\"description\" content=\"Bahagian PENGUrusan &amp; ANALITIK DATA Pengurus Projek Pengurusan Projek &amp; Pengurusan Data Perunding Analitik Data Analitik Data Spatial; Sistem Maklumat Geografi; Pembangunan Sistem Geospatial Pengurusan Data &amp; Analitik Data Analitik Data Analitik Data Pembangunan Aplikasi Pengurusan Data Pengurusan Data\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/www.ukm.my\/digitalukm\/09-dir-pengurusan-analitik-data\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.8\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"DigitalUKM | Pusat Teknologi Digital - Peneraju Transformasi Digital\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"09-DIR-PENGURUSAN &amp; 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