{"id":166537,"date":"2021-01-08T13:29:54","date_gmt":"2021-01-08T02:29:54","guid":{"rendered":"https:\/\/augstudy.com\/?p=166537"},"modified":"2021-01-08T13:39:43","modified_gmt":"2021-01-08T02:39:43","slug":"leveraging-data-information-to-drive-decision-making","status":"publish","type":"post","link":"https:\/\/augstudy.com\/vi\/leveraging-data-information-to-drive-decision-making\/","title":{"rendered":"T\u1eadn d\u1ee5ng d\u1eef li\u1ec7u v\u00e0 th\u00f4ng tin \u0111\u1ec3 th\u00fac \u0111\u1ea9y vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh"},"content":{"rendered":"<div class=\"vc_row wpb_row vc_row-fluid aug_news\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\">\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h3><strong>Th\u1ea1c s\u0129 Khoa h\u1ecdc v\u1ec1 Khoa h\u1ecdc D\u1eef li\u1ec7u v\u00e0 H\u1ecdc m\u00e1y c\u1ee7a \u0110\u1ea1i h\u1ecdc Qu\u1ed1c gia Singapore | T\u1eadn d\u1ee5ng d\u1eef li\u1ec7u v\u00e0 th\u00f4ng tin \u0111\u1ec3 th\u00fac \u0111\u1ea9y vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a<\/strong><\/h3>\n\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"wpb_single_image wpb_content_element vc_align_center\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\">\n\t\t\t<div class=\"vc_single_image-wrapper   vc_box_border_grey\"><\/div>\n\t\t<\/figure>\n\t<\/div>\n\n\t<div class=\"wpb_text_column wpb_content_element\">\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p>Ch\u01b0\u01a1ng tr\u00ecnh Th\u1ea1c s\u0129 Khoa h\u1ecdc (MSc) c\u1ee7a \u0110\u1ea1i h\u1ecdc Qu\u1ed1c gia Singapore (NUS) v\u1ec1 Khoa h\u1ecdc D\u1eef li\u1ec7u v\u00e0 H\u1ecdc m\u00e1y ch\u1ec9 c\u00f3 m\u1ed9t \u0111\u1ee3t tuy\u1ec3n sinh m\u1ed7i n\u0103m v\u00e0 \u0111ang nh\u1eadn \u0111\u01a1n \u0111\u0103ng k\u00fd cho \u0111\u1ee3t tuy\u1ec3n sinh th\u00e1ng 8 n\u0103m 2021 cho \u0111\u1ebfn khi <strong>Ng\u00e0y 31 th\u00e1ng 1 n\u0103m 2021<\/strong>.<\/p>\n<p>&nbsp;<\/p>\n<h3><strong>\u00a0 01 <\/strong><strong>\u00a0Ch\u00e0o m\u1eebng \u0111\u1ebfn v\u1edbi cu\u1ed9c c\u00e1ch m\u1ea1ng d\u1eef li\u1ec7u\u00a0 <\/strong><\/h3>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-3\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_single_image wpb_content_element vc_align_left\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\">\n\t\t\t<div class=\"vc_single_image-wrapper   vc_box_border_grey\"><img loading=\"lazy\" decoding=\"async\" width=\"206\" height=\"258\" src=\"https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/01\/prof-zhang-lx.jpg\" class=\"vc_single_image-img attachment-medium\" alt=\"\" \/><\/div>\n\t\t<\/figure>\n\t<\/div>\n<\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-9\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\">\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p>Gi\u00e1o s\u01b0 Zhang Louxin<\/p>\n<p>Gi\u00e1m \u0111\u1ed1c h\u1ecdc thu\u1eadt<\/p>\n<p>Th\u1ea1c s\u0129 Khoa h\u1ecdc v\u1ec1 Khoa h\u1ecdc D\u1eef li\u1ec7u v\u00e0 Ch\u01b0\u01a1ng tr\u00ecnh H\u1ecdc m\u00e1y<\/p>\n<p>\u0110\u1ea1i h\u1ecdc Qu\u1ed1c gia Singapore<\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\">\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p><em>\u201cCu\u1ed9c c\u00e1ch m\u1ea1ng d\u1eef li\u1ec7u \u0111ang gia t\u0103ng. B\u1ea1n \u0111\u00e3 s\u1eb5n s\u00e0ng ch\u01b0a? N\u1ebfu b\u1ea1n mu\u1ed1n s\u1eed d\u1ee5ng t\u1ed1t t\u00e0i n\u0103ng c\u1ee7a m\u00ecnh v\u00e0 c\u1ea3i thi\u1ec7n h\u01a1n n\u1eefa m\u00f4i tr\u01b0\u1eddng s\u1ed1ng c\u1ee7a ch\u00fang ta b\u1eb1ng h\u1ecdc m\u00e1y v\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u, h\u00e3y \u0111\u1ebfn v\u00e0 tham gia nh\u00f3m c\u1ee7a ch\u00fang t\u00f4i. \u201d <\/em>\u2014\u2014 <em>Th\u00f4ng \u0111i\u1ec7p t\u1eeb Gi\u00e1m \u0111\u1ed1c H\u1ecdc thu\u1eadt<\/em><\/p>\n<p>&nbsp;<\/p>\n<p><strong>Khoa h\u1ecdc d\u1eef li\u1ec7u l\u00e0 m\u1ed9t m\u00f4n h\u1ecdc th\u00f4ng minh<\/strong> thu th\u1eadp, m\u00f4 h\u00ecnh h\u00f3a v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 kinh nghi\u1ec7m \u0111\u1ec3 tr\u00edch xu\u1ea5t th\u00f4ng tin h\u1eefu \u00edch. Th\u00f4ng tin n\u00e0y c\u00f3 th\u1ec3 c\u1ea3i thi\u1ec7n cu\u1ed9c s\u1ed1ng c\u1ee7a ch\u00fang ta ho\u1eb7c gi\u00fap ch\u00fang ta \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh kinh doanh ho\u1eb7c ch\u00ednh s\u00e1ch c\u00f4ng s\u00e1ng su\u1ed1t.<\/p>\n<p>Ch\u01b0\u01a1ng tr\u00ecnh Th\u1ea1c s\u0129 NUS v\u1ec1 Khoa h\u1ecdc D\u1eef li\u1ec7u v\u00e0 H\u1ecdc m\u00e1y<strong> c\u00f3 l\u1ee3i th\u1ebf c\u00e2n b\u1eb1ng l\u00fd thuy\u1ebft v\u1edbi th\u1ef1c ti\u1ec5n \u0111\u1ec3 b\u1ed3i d\u01b0\u1ee1ng nh\u00e2n t\u00e0i cho ng\u00e0nh.<\/strong> Ch\u01b0\u01a1ng tr\u00ecnh cung c\u1ea5p nhi\u1ec1u chuy\u00ean ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 s\u1ef1 h\u1ed7 tr\u1ee3 m\u1ea1nh m\u1ebd c\u1ee7a gi\u1ea3ng vi\u00ean. Ngo\u00e0i ra, do Singapore r\u1ea5t coi tr\u1ecdng vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c th\u00e0nh ph\u1ed1 th\u00f4ng minh v\u00e0 k\u1ef9 thu\u1eadt s\u1ed1 n\u00ean ch\u01b0\u01a1ng tr\u00ecnh c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a c\u00e1c c\u01a1 h\u1ed9i th\u1ef1c t\u1eadp t\u1ea1i qu\u1ed1c gia th\u00e0nh ph\u1ed1 n\u00e0y.<\/p>\n<p><strong>Sinh vi\u00ean t\u1ed1t nghi\u1ec7p ch\u01b0\u01a1ng tr\u00ecnh s\u1ebd c\u00f3 tri\u1ec3n v\u1ecdng vi\u1ec7c l\u00e0m l\u1edbn<\/strong><strong>.<\/strong> Nhu c\u1ea7u ng\u00e0y c\u00e0ng t\u0103ng \u0111\u1ed1i v\u1edbi nh\u1eefng ng\u01b0\u1eddi th\u1ef1c h\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u trong c\u00e1c c\u01a1 quan ch\u00ednh ph\u1ee7, c\u00e1c doanh nghi\u1ec7p l\u1edbn v\u00e0 l\u0129nh v\u1ef1c h\u00e0ng ti\u00eau d\u00f9ng. Trong khi \u0111\u00f3, \u0111\u1ed9ng th\u00e1i h\u01b0\u1edbng t\u1edbi c\u00e1c th\u00e0nh ph\u1ed1 k\u1ef9 thu\u1eadt s\u1ed1 v\u00e0 th\u00f4ng minh \u0111ang mang l\u1ea1i ng\u00e0y c\u00e0ng nhi\u1ec1u c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m trong l\u0129nh v\u1ef1c khoa h\u1ecdc d\u1eef li\u1ec7u.<\/p>\n\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"wpb_single_image wpb_content_element vc_align_left\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\">\n\t\t\t<div class=\"vc_single_image-wrapper   vc_box_border_grey\"><img loading=\"lazy\" decoding=\"async\" width=\"529\" height=\"311\" src=\"https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/01\/msdsml1-e1610073571958.png\" class=\"vc_single_image-img attachment-full\" alt=\"\" srcset=\"https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/01\/msdsml1-e1610073571958.png 529w, https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/01\/msdsml1-e1610073571958-300x176.png 300w\" sizes=\"auto, (max-width: 529px) 100vw, 529px\" \/><\/div>\n\t\t<\/figure>\n\t<\/div>\n\n\t<div class=\"wpb_text_column wpb_content_element\">\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h3><strong>\u00a0 02 <\/strong><strong>\u00a0H\u1ecdc h\u1ecfi t\u1eeb h\u1ecdc vi\u1ec7n t\u1ed1t nh\u1ea5t \u1edf ch\u00e2u \u00c1<\/strong><\/h3>\n<p>Ch\u01b0\u01a1ng tr\u00ecnh Th\u1ea1c s\u0129 Khoa h\u1ecdc D\u1eef li\u1ec7u v\u00e0 H\u1ecdc m\u00e1y c\u1ee7a NUS \u0111\u01b0\u1ee3c cung c\u1ea5p b\u1edfi Khoa To\u00e1n, Khoa Th\u1ed1ng k\u00ea v\u00e0 X\u00e1c su\u1ea5t \u1ee8ng d\u1ee5ng v\u00e0 Khoa Khoa h\u1ecdc M\u00e1y t\u00ednh c\u1ee7a Khoa Khoa h\u1ecdc. N\u00f3 c\u0169ng nh\u1eadn \u0111\u01b0\u1ee3c s\u1ef1 h\u1ed7 tr\u1ee3 gi\u1ea3ng d\u1ea1y m\u1ea1nh m\u1ebd t\u1eeb Khoa K\u1ef9 thu\u1eadt v\u00e0 Tr\u01b0\u1eddng Y t\u1ebf C\u00f4ng c\u1ed9ng Saw Swee Hock. Ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e3 quy t\u1ee5 <strong>chuy\u00ean m\u00f4n h\u1ecdc thu\u1eadt v\u00e0 nghi\u00ean c\u1ee9u t\u1ed1t nh\u1ea5t \u1edf NUS<\/strong> \u0111\u1ec3 thi\u1ebft k\u1ebf v\u00e0 cung c\u1ea5p m\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh gi\u1ea3ng d\u1ea1y \u0111\u1ec9nh cao.<\/p>\n<p>Trong B\u1ea3ng x\u1ebfp h\u1ea1ng \u0110\u1ea1i h\u1ecdc Th\u1ebf gi\u1edbi QS (NUS) theo Ch\u1ee7 \u0111\u1ec1 2020, \u0110\u1ea1i h\u1ecdc Qu\u1ed1c gia Singapore \u0111\u00e3 x\u1ebfp h\u1ea1ng<strong> ng\u00e0y 13 <\/strong>Trong to\u00e1n h\u1ecdc,<strong> ng\u00e0y 11 <\/strong>trong Th\u1ed1ng k\u00ea v\u00e0 Nghi\u00ean c\u1ee9u Ho\u1ea1t \u0111\u1ed9ng,<strong> ng\u00e0y 12 <\/strong>trong Khoa h\u1ecdc M\u00e1y t\u00ednh v\u00e0 H\u1ec7 th\u1ed1ng Th\u00f4ng tin,<strong> ng\u00e0y 10 <\/strong>v\u1ec1 K\u1ef9 thu\u1eadt v\u00e0 C\u00f4ng ngh\u1ec7, v\u00e0<strong> S\u1ed1 1 Ch\u00e2u \u00c1<\/strong> trong Khoa h\u1ecdc \u0110\u1eddi s\u1ed1ng v\u00e0 Y h\u1ecdc.<\/p>\n<p>Ngo\u00e0i ra,<strong> Vi\u1ec7n khoa h\u1ecdc d\u1eef li\u1ec7u <\/strong>(IDS), \u0111\u01b0\u1ee3c th\u00e0nh l\u1eadp v\u00e0o n\u0103m 2016, k\u1ebft h\u1ee3p nhi\u1ec1u chuy\u00ean ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u \u0111\u1ec3 cho ph\u00e9p ph\u00e1t tri\u1ec3n c\u00e1c gi\u1ea3i ph\u00e1p \u0111\u1ed5i m\u1edbi t\u1eeb m\u1ecdi g\u00f3c \u0111\u1ed9. IDS h\u1ee3p t\u00e1c v\u1edbi c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p, ch\u00ednh ph\u1ee7, c\u1ed9ng \u0111\u1ed3ng v\u00e0 t\u1ed5 ch\u1ee9c gi\u00e1o d\u1ee5c \u0111\u1ec3 t\u1eadn d\u1ee5ng ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u cho nghi\u00ean c\u1ee9u li\u00ean ng\u00e0nh v\u00e0 mang t\u00ednh chuy\u1ec3n \u0111\u1ed5i v\u1ec1 c\u00e1c v\u1ea5n \u0111\u1ec1 quan tr\u1ecdng trong th\u1ebf gi\u1edbi th\u1ef1c, \u0111\u1ed3ng th\u1eddi n\u1ed7 l\u1ef1c \u0111\u00e0o t\u1ea1o th\u1ebf h\u1ec7 nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u ti\u1ebfp theo.<\/p>\n<p>Sinh vi\u00ean trong ch\u01b0\u01a1ng tr\u00ecnh Th\u1ea1c s\u0129 Khoa h\u1ecdc D\u1eef li\u1ec7u v\u00e0 H\u1ecdc m\u00e1y s\u1ebd c\u00f3 c\u01a1 h\u1ed9i h\u1ecdc h\u1ecfi t\u1eeb c\u00e1c chuy\u00ean gia IDS (m\u1ed9t s\u1ed1 ng\u01b0\u1eddi trong s\u1ed1 h\u1ecd \u0111\u00f3ng vai tr\u00f2 l\u00e0 gi\u1ea3ng vi\u00ean c\u1ee7a ch\u01b0\u01a1ng tr\u00ecnh) v\u00e0 tham gia v\u00e0o c\u00e1c d\u1ef1 \u00e1n IDS. IDS c\u0169ng cung c\u1ea5p c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh Ti\u1ebfn s\u0129 v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u \u0111\u1ec3 nghi\u00ean c\u1ee9u s\u00e2u h\u01a1n.<\/p>\n\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"wpb_single_image wpb_content_element vc_align_left\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\">\n\t\t\t<div class=\"vc_single_image-wrapper   vc_box_border_grey\"><img loading=\"lazy\" decoding=\"async\" width=\"637\" height=\"365\" src=\"https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/01\/msdsdml2.jpg\" class=\"vc_single_image-img attachment-full\" alt=\"\" srcset=\"https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/01\/msdsdml2.jpg 637w, https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/01\/msdsdml2-300x172.jpg 300w\" sizes=\"auto, (max-width: 637px) 100vw, 637px\" \/><\/div>\n\t\t<\/figure>\n\t<\/div>\n\n\t<div class=\"wpb_text_column wpb_content_element\">\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h3><\/h3>\n<h3><strong>\u00a0 03\u00a0\u00a0<\/strong><strong>Ch\u01b0\u01a1ng tr\u00ecnh gi\u1ea3ng d\u1ea1y t\u00edch h\u1ee3p l\u00fd thuy\u1ebft v\u00e0 th\u1ef1c h\u00e0nh <\/strong><\/h3>\n<p>Ch\u01b0\u01a1ng tr\u00ecnh gi\u1ea3ng d\u1ea1y c\u1ee7a Th\u1ea1c s\u0129 v\u1ec1 ch\u01b0\u01a1ng tr\u00ecnh Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 H\u1ecdc m\u00e1y bao g\u1ed3m t\u1ed5ng c\u1ed9ng 40 t\u00edn ch\u1ec9 m\u00f4-\u0111un (MC), v\u1edbi c\u00e1c m\u00f4-\u0111un C\u1ed1t l\u00f5i v\u00e0 M\u00f4-\u0111un t\u1ef1 ch\u1ecdn, m\u1ed7i m\u00f4-\u0111un chi\u1ebfm 20 MC.<\/p>\n\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"wpb_single_image wpb_content_element vc_align_left\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\">\n\t\t\t<div class=\"vc_single_image-wrapper   vc_box_border_grey\"><img loading=\"lazy\" decoding=\"async\" width=\"700\" height=\"1172\" src=\"https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/01\/msdsml3.jpg\" class=\"vc_single_image-img attachment-full\" alt=\"\" srcset=\"https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/01\/msdsml3.jpg 700w, https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/01\/msdsml3-179x300.jpg 179w, https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/01\/msdsml3-612x1024.jpg 612w\" sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/><\/div>\n\t\t<\/figure>\n\t<\/div>\n\n\t<div class=\"wpb_text_column wpb_content_element\">\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p><em>\u25b2C\u1ea5u tr\u00fac ch\u01b0\u01a1ng tr\u00ecnh <\/em><\/p>\n<p><strong>\u00a0<\/strong><\/p>\n<p>C\u00e1c<strong> n\u0103m m\u00f4-\u0111un c\u1ed1t l\u00f5i <\/strong>l\u00e0:<\/p>\n<ul>\n<li>DSA5101 Gi\u1edbi thi\u1ec7u v\u1ec1 D\u1eef li\u1ec7u l\u1edbn cho ng\u00e0nh<\/li>\n<li>T\u1ed1i \u01b0u h\u00f3a DSA4212 cho suy lu\u1eadn d\u1ef1a tr\u00ean d\u1eef li\u1ec7u quy m\u00f4 l\u1edbn<\/li>\n<li>DSA5102X N\u1ec1n t\u1ea3ng c\u1ee7a h\u1ecdc m\u00e1y<\/li>\n<li>\u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y CS5224<\/li>\n<li>D\u1ef1 \u00e1n t\u01b0 v\u1ea5n v\u00e0 \u1ee9ng d\u1ee5ng ng\u00e0nh DSA5201<\/li>\n<\/ul>\n<p><strong>\u00a0<\/strong><\/p>\n<p>H\u1ecd gi\u1edbi thi\u1ec7u <strong>l\u00fd thuy\u1ebft c\u01a1 b\u1ea3n v\u00e0 c\u00e1c c\u00f4ng c\u1ee5 ph\u1ea7n m\u1ec1m ph\u1ed5 bi\u1ebfn trong khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 h\u1ecdc m\u00e1y<\/strong>. V\u00ed d\u1ee5: m\u00f4-\u0111un DSA5101 bao g\u1ed3m nhi\u1ec1u ch\u1ee7 \u0111\u1ec1 kh\u00e1c nhau trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u, ch\u1eb3ng h\u1ea1n nh\u01b0 l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u v\u00e0 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u. N\u00f3 c\u0169ng bao g\u1ed3m l\u1eadp tr\u00ecnh Python, bao g\u1ed3m c\u1ea3 Django.<\/p>\n<p>M\u00f4-\u0111un DSA5201 y\u00eau c\u1ea7u sinh vi\u00ean tham gia c\u00e1c d\u1ef1 \u00e1n ph\u00e2n t\u00edch d\u1eef li\u1ec7u th\u1ef1c t\u1ebf t\u1ea1i doanh nghi\u1ec7p ho\u1eb7c tham gia nh\u00f3m nghi\u00ean c\u1ee9u khoa h\u1ecdc \u0111\u1ec3 nghi\u00ean c\u1ee9u. Th\u1eddi gian th\u1ef1c t\u1eadp t\u1ed1i thi\u1ec3u l\u00e0 10 tu\u1ea7n (15 gi\u1edd m\u1ed7i tu\u1ea7n) v\u00e0 doanh nghi\u1ec7p c\u00f3 th\u1ec3 c\u00f3 tr\u1ee5 s\u1edf t\u1ea1i Singapore ho\u1eb7c n\u01b0\u1edbc ngo\u00e0i.<\/p>\n<p>&nbsp;<\/p>\n<p>C\u00e1c<strong> h\u1ecdc ph\u1ea7n t\u1ef1 ch\u1ecdn <\/strong>t\u1eadp trung v\u00e0o<strong> c\u00e1c v\u1ea5n \u0111\u1ec1 th\u1ef1c t\u1ebf trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb c\u00e1c ng\u00e0nh kh\u00e1c nhau<\/strong>. H\u1ecdc sinh ph\u1ea3i ho\u00e0n th\u00e0nh \u00edt nh\u1ea5t n\u0103m h\u1ecdc ph\u1ea7n t\u1ef1 ch\u1ecdn t\u1eeb hai ho\u1eb7c nhi\u1ec1u h\u01a1n c\u00e1c b\u00e0i ho\u1eb7c C\u1ee5m Ch\u1ee9ng ch\u1ec9 T\u1ed1t nghi\u1ec7p (GC) \u0111\u01b0\u1ee3c li\u1ec7t k\u00ea b\u00ean d\u01b0\u1edbi:<\/p>\n<ul>\n<li>GC trong H\u1ecdc s\u00e2u d\u00e0nh cho c\u00e1c nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u<\/li>\n<li>GC trong khai th\u00e1c d\u1eef li\u1ec7u cho ng\u00e0nh c\u00f4ng nghi\u1ec7p<\/li>\n<li>GC trong D\u1eef li\u1ec7u l\u1edbn cho ng\u00e0nh<\/li>\n<li>GC v\u1ec1 Khoa h\u1ecdc d\u1eef li\u1ec7u trong Th\u1ecb gi\u00e1c m\u00e1y t\u00ednh<\/li>\n<li>GC v\u1ec1 Khoa h\u1ecdc d\u1eef li\u1ec7u cho t\u00e0i ch\u00ednh \u0111\u1ecbnh l\u01b0\u1ee3ng<\/li>\n<li>GC v\u1ec1 Khoa h\u1ecdc d\u1eef li\u1ec7u cho Internet v\u1ea1n v\u1eadt<\/li>\n<li>GC trong Tin h\u1ecdc Y t\u1ebf<\/li>\n<li>C\u1ee5m m\u00f4n To\u00e1n<\/li>\n<li>C\u1ee5m trong th\u1ed1ng k\u00ea<\/li>\n<li>C\u1ee5m trong m\u00e1y t\u00ednh<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><strong>C\u00e1c h\u1ecdc vi\u00ean l\u00e0m vi\u1ec7c trong l\u0129nh v\u1ef1c khoa h\u1ecdc d\u1eef li\u1ec7u<\/strong>, ch\u1eb3ng h\u1ea1n nh\u01b0 nh\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u, k\u1ef9 s\u01b0 d\u1eef li\u1ec7u v\u00e0 nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u,<strong> ph\u1ea3i hi\u1ec3u r\u00f5 m\u00f4 h\u00ecnh kinh doanh v\u00e0 s\u1ea3n ph\u1ea9m c\u1ee7a doanh nghi\u1ec7p m\u00ecnh l\u00e0m vi\u1ec7c<\/strong>.<\/p>\n<p>&nbsp;<\/p>\n<p><strong>C\u00e1c c\u1ee5m h\u1ecdc ph\u1ea7n t\u1ef1 ch\u1ecdn g\u1eafn ch\u1eb7t v\u1edbi m\u1ee5c ti\u00eau vi\u1ec7c l\u00e0m trong t\u01b0\u01a1ng lai c\u1ee7a sinh vi\u00ean<\/strong>. Nhi\u1ec1u chuy\u00ean ng\u00e0nh c\u1ee7a h\u1ecd c\u0169ng gi\u00fap m\u1edf r\u1ed9ng ki\u1ebfn th\u1ee9c cho sinh vi\u00ean v\u00e0 h\u1ed7 tr\u1ee3 c\u00f4ng vi\u1ec7c c\u1ee7a h\u1ecd trong nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c nhau trong t\u01b0\u01a1ng lai.<\/p>\n<p>&nbsp;<\/p>\n<h3><strong>\u00a0 04 <\/strong><strong>\u00a0Tri\u1ec3n v\u1ecdng vi\u1ec7c l\u00e0m t\u00edch c\u1ef1c <\/strong><\/h3>\n\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"wpb_single_image wpb_content_element vc_align_left\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\">\n\t\t\t<div class=\"vc_single_image-wrapper   vc_box_border_grey\"><img loading=\"lazy\" decoding=\"async\" width=\"636\" height=\"349\" src=\"https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/01\/msdsml4.jpg\" class=\"vc_single_image-img attachment-full\" alt=\"\" srcset=\"https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/01\/msdsml4.jpg 636w, https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/01\/msdsml4-300x165.jpg 300w\" sizes=\"auto, (max-width: 636px) 100vw, 636px\" \/><\/div>\n\t\t<\/figure>\n\t<\/div>\n\n\t<div class=\"wpb_text_column wpb_content_element\">\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p><strong>Nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u<\/strong> v\u00e0\/ho\u1eb7c<strong> k\u1ef9 s\u01b0 d\u1eef li\u1ec7u<\/strong> xu\u1ea5t hi\u1ec7n trong s\u1ed1 15 c\u00f4ng vi\u1ec7c h\u00e0ng \u0111\u1ea7u c\u1ee7a t\u01b0\u01a1ng lai trong B\u00e1o c\u00e1o vi\u1ec7c l\u00e0m m\u1edbi n\u1ed5i n\u0103m 2020 c\u1ee7a LinkedIn t\u1ea1i m\u1ed9t s\u1ed1 qu\u1ed1c gia, bao g\u1ed3m Indonesia, Malaysia, Philippines, Singapore, Th\u00e1i Lan v\u00e0 Hoa K\u1ef3. B\u00e1o c\u00e1o Vi\u1ec7c l\u00e0m m\u1edbi n\u1ed5i n\u0103m 2019 (Trung Qu\u1ed1c) c\u0169ng x\u1ebfp h\u1ea1ng<strong> nh\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/strong> l\u00e0 m\u1ed9t trong n\u0103m c\u00f4ng vi\u1ec7c m\u1edbi n\u1ed5i h\u00e0ng \u0111\u1ea7u v\u00e0 ch\u1ec9 ra r\u1eb1ng h\u1ea7u h\u1ebft c\u00e1c nh\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u1ee7a Trung Qu\u1ed1c t\u1eebng l\u00e0 k\u1ef9 thu\u1eadt vi\u00ean ho\u1eb7c nh\u00e0 nghi\u00ean c\u1ee9u \u0111\u00e3 chuy\u1ec3n \u0111\u1ed5i ngh\u1ec1 nghi\u1ec7p. D\u1eef li\u1ec7u n\u00e0y cho th\u1ea5y <strong>nhu c\u1ea7u ng\u00e0y c\u00e0ng t\u0103ng \u0111\u1ed1i v\u1edbi c\u00e1c nh\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u chuy\u00ean nghi\u1ec7p trong t\u01b0\u01a1ng lai<\/strong>.<\/p>\n<p>Nh\u1eefng ng\u01b0\u1eddi th\u1ef1c h\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c nhi\u1ec1u nh\u00e0 tuy\u1ec3n d\u1ee5ng s\u0103n \u0111\u00f3n. C\u00e1c v\u1ecb tr\u00ed nh\u01b0 v\u1eady bao g\u1ed3m Chuy\u00ean gia tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, Nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u, K\u1ef9 s\u01b0 d\u1eef li\u1ec7u, Nh\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u, K\u1ef9 s\u01b0 d\u1eef li\u1ec7u l\u1edbn, Ki\u1ebfn tr\u00fac s\u01b0 h\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u l\u1edbn, K\u1ef9 s\u01b0 khai th\u00e1c d\u1eef li\u1ec7u, Chuy\u00ean gia ph\u00e2n t\u00edch d\u1eef li\u1ec7u, Nh\u00e0 ph\u00e1t tri\u1ec3n tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u, Nh\u00e0 ph\u00e1t tri\u1ec3n\/K\u1ef9 s\u01b0 Hadoop, K\u1ef9 s\u01b0 m\u00e1y h\u1ecdc, Nh\u00e0 khoa h\u1ecdc m\u00e1y h\u1ecdc, Nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u m\u1ea1ng, nh\u00e0 th\u1ed1ng k\u00ea, nh\u00e0 th\u1ed1ng k\u00ea sinh h\u1ecdc, nh\u00e0 ph\u00e2n t\u00edch kinh doanh, nh\u00e0 ph\u00e2n t\u00edch t\u00ecnh b\u00e1o, nh\u00e0 ph\u00e2n t\u00edch r\u1ee7i ro, nh\u00e0 ph\u00e2n t\u00edch gi\u00e1 c\u1ea3, nh\u00e0 ph\u00e2n t\u00edch hi\u1ec3u bi\u1ebft v\u1ec1 kh\u00e1n gi\u1ea3, nh\u00e0 ph\u00e2n t\u00edch nghi\u00ean c\u1ee9u th\u1ecb tr\u01b0\u1eddng, nh\u00e0 ph\u00e2n t\u00edch m\u00f4 h\u00ecnh r\u1ee7i ro t\u00edn d\u1ee5ng, chuy\u00ean gia ph\u00e2n t\u00edch t\u00e0i ch\u00ednh, chuy\u00ean gia ph\u00e2n t\u00edch ngu\u1ed3n nh\u00e2n l\u1ef1c, nh\u00e2n vi\u00ean \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng, chuy\u00ean gia t\u00ednh to\u00e1n v\u00e0 nh\u00e0 nghi\u00ean c\u1ee9u.<\/p>\n<p>&nbsp;<\/p>\n<p>C\u00f4ng ngh\u1ec7 cho ph\u00e9p truy c\u1eadp v\u00e0o m\u1ed9t l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u t\u1eeb c\u00e1c c\u00e1 nh\u00e2n, doanh nghi\u1ec7p, ch\u00ednh ph\u1ee7, khoa h\u1ecdc x\u00e3 h\u1ed9i v\u00e0 t\u1ef1 nhi\u00ean, y h\u1ecdc, c\u00f9ng c\u00e1c l\u0129nh v\u1ef1c kh\u00e1c. D\u1eef li\u1ec7u l\u1ea7n l\u01b0\u1ee3t cung c\u1ea5p nh\u1eefng hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u1ec1 t\u0103ng tr\u01b0\u1edfng kinh t\u1ebf, an sinh x\u00e3 h\u1ed9i, kh\u00e1m ph\u00e1 khoa h\u1ecdc v\u00e0 c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng cu\u1ed9c s\u1ed1ng. <strong>Vai tr\u00f2 c\u1ee7a khoa h\u1ecdc d\u1eef li\u1ec7u trong c\u00e1c qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh quan tr\u1ecdng ng\u00e0y c\u00e0ng tr\u1edf n\u00ean n\u1ed5i b\u1eadt<\/strong><strong>.<\/strong><\/p>\n<p>Tham gia ch\u01b0\u01a1ng tr\u00ecnh Th\u1ea1c s\u0129 NUS v\u1ec1 Khoa h\u1ecdc D\u1eef li\u1ec7u v\u00e0 H\u1ecdc m\u00e1y v\u00e0 th\u1ef1c hi\u1ec7n m\u1ed9t b\u01b0\u1edbc ti\u1ebfn m\u1ea1nh m\u1ebd h\u01b0\u1edbng t\u1edbi c\u00e1c v\u1ecb tr\u00ed ch\u1ee7 ch\u1ed1t trong x\u00e3 h\u1ed9i t\u01b0\u01a1ng lai c\u1ee7a ch\u00fang ta.<\/p>\n\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"wpb_single_image wpb_content_element vc_align_left\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\">\n\t\t\t<div class=\"vc_single_image-wrapper   vc_box_border_grey\"><img loading=\"lazy\" decoding=\"async\" width=\"646\" height=\"349\" src=\"https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/01\/msdsml5.jpg\" class=\"vc_single_image-img attachment-full\" alt=\"\" srcset=\"https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/01\/msdsml5.jpg 646w, https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/01\/msdsml5-300x162.jpg 300w\" sizes=\"auto, (max-width: 646px) 100vw, 646px\" \/><\/div>\n\t\t<\/figure>\n\t<\/div>\n\n\t<div class=\"wpb_text_column wpb_content_element\">\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h3><strong>\u00a0 05 <\/strong><strong>\u00a0Y\u00eau c\u1ea7u nh\u1eadp h\u1ecdc<\/strong><\/h3>\n<p>\u0110\u1ec3 \u0111\u0103ng k\u00fd nh\u1eadp h\u1ecdc v\u00e0o ch\u01b0\u01a1ng tr\u00ecnh Th\u1ea1c s\u0129 NUS v\u1ec1 Khoa h\u1ecdc D\u1eef li\u1ec7u v\u00e0 H\u1ecdc m\u00e1y, \u1ee9ng vi\u00ean ph\u1ea3i c\u00f3 B\u1eb1ng C\u1eed nh\u00e2n (lo\u1ea1i Danh d\u1ef1) ho\u1eb7c b\u1eb1ng C\u1eed nh\u00e2n b\u1ed1n n\u0103m v\u1ec1 khoa h\u1ecdc \u0111\u1ecbnh l\u01b0\u1ee3ng (to\u00e1n h\u1ecdc, to\u00e1n \u1ee9ng d\u1ee5ng, to\u00e1n t\u00ednh to\u00e1n, th\u1ed1ng k\u00ea v\u00e0 v\u1eadt l\u00fd) ho\u1eb7c k\u1ef9 thu\u1eadt ho\u1eb7c khoa h\u1ecdc m\u00e1y t\u00ednh. Ch\u01b0\u01a1ng tr\u00ecnh c\u0169ng ch\u1ea5p nh\u1eadn nh\u1eefng \u1ee9ng vi\u00ean xu\u1ea5t s\u1eafc c\u00f3 b\u1eb1ng c\u1ea5p v\u1ec1 t\u00e0i ch\u00ednh ho\u1eb7c y h\u1ecdc, bao g\u1ed3m khoa h\u1ecdc \u0111\u1ecbnh l\u01b0\u1ee3ng.<\/p>\n<p>&nbsp;<\/p>\n<p>C\u00e1c \u1ee9ng vi\u00ean c\u00f3 ph\u01b0\u01a1ng ti\u1ec7n gi\u1ea3ng d\u1ea1y \u0111\u1ea1i h\u1ecdc kh\u00f4ng ph\u1ea3i l\u00e0 ti\u1ebfng Anh ph\u1ea3i ch\u1ee9ng minh tr\u00ecnh \u0111\u1ed9 ti\u1ebfng Anh c\u1ee7a m\u00ecnh b\u1eb1ng c\u00e1ch \u0111\u1ea1t \u0111\u01b0\u1ee3c \u0110i\u1ec3m ki\u1ec3m tra ti\u1ebfng Anh d\u01b0\u1edbi d\u1ea1ng ngo\u1ea1i ng\u1eef (TOEFL) t\u1ed1i thi\u1ec3u l\u00e0 580 (d\u1ef1a tr\u00ean gi\u1ea5y) ho\u1eb7c 85 (d\u1ef1a tr\u00ean Internet) ho\u1eb7c Ti\u1ebfng Anh qu\u1ed1c t\u1ebf \u0110i\u1ec3m h\u1ecdc t\u1eadp t\u1ed1i thi\u1ec3u c\u1ee7a H\u1ec7 th\u1ed1ng ki\u1ec3m tra ng\u00f4n ng\u1eef (IELTS) l\u00e0 6.0.<\/p>\n<p>&nbsp;<\/p>\n<p><strong>CH\u01af\u01a0NG TR\u00ccNH TH\u00cd SINH <\/strong><\/p>\n<p>Sinh vi\u00ean c\u00f3 th\u1ec3 m\u1ea5t t\u1eeb 12 \u0111\u1ebfn 24 th\u00e1ng \u0111\u1ec3 ho\u00e0n th\u00e0nh ch\u01b0\u01a1ng tr\u00ecnh to\u00e0n th\u1eddi gian v\u00e0 24 \u0111\u1ebfn 48 th\u00e1ng n\u1ebfu h\u1ecdc b\u00e1n th\u1eddi gian.<\/p>\n\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"wpb_raw_code wpb_content_element wpb_raw_html\">\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<center><a href=\"https:\/\/augstudy.com\/vi\/site\/malaysia-2\/nus\/\" target=\"blank\"> <img decoding=\"async\" src=\"https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/01\/Find-Out-More1.png\" height=\"75\" width=\"auto\"> \n\n<\/a>\n<\/center>\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Khoa h\u1ecdc d\u1eef li\u1ec7u l\u00e0 m\u1ed9t m\u00f4n h\u1ecdc th\u00f4ng minh thu th\u1eadp, m\u00f4 h\u00ecnh h\u00f3a v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u0169ng nh\u01b0 tr\u1ea3i nghi\u1ec7m \u0111\u1ec3\u2026<\/p>","protected":false},"author":5,"featured_media":166544,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[169,172,171,170,6,173,174],"tags":[],"class_list":["post-166537","post","type-post","status-publish","format-standard","hentry","category-australia-news","category-china-news","category-indonesia-news","category-malaysia-news","category-news","category-philippines-news","category-singapore-news","destination-course-singapore","studylevel-course-masters","studyfield-course-it-computer-science"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.0 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Leveraging Data &amp; Information to Drive Decision-making - AUG Student Services<\/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:\/\/augstudy.com\/vi\/leveraging-data-information-to-drive-decision-making\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Leveraging Data &amp; Information to Drive Decision-making\" \/>\n<meta property=\"og:description\" content=\"Data science is an intelligent discipline that collects, models and analyses data and experience to...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/augstudy.com\/vi\/leveraging-data-information-to-drive-decision-making\/\" \/>\n<meta property=\"og:site_name\" content=\"AUG Student Services\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/augmalaysia\/\" \/>\n<meta property=\"article:published_time\" content=\"2021-01-08T02:29:54+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-01-08T02:39:43+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/01\/msdsml1-e1610073571958.png\" \/>\n\t<meta property=\"og:image:width\" content=\"529\" \/>\n\t<meta property=\"og:image:height\" content=\"311\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Muhammad Safuan\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u0110\u01b0\u1ee3c vi\u1ebft b\u1edfi\" \/>\n\t<meta name=\"twitter:data1\" content=\"Muhammad Safuan\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 ph\u00fat\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/augstudy.com\\\/leveraging-data-information-to-drive-decision-making\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/augstudy.com\\\/leveraging-data-information-to-drive-decision-making\\\/\"},\"author\":{\"name\":\"Muhammad Safuan\",\"@id\":\"https:\\\/\\\/augstudy.com\\\/#\\\/schema\\\/person\\\/cdbeabbcad0ef6b9470fc04d9e11e292\"},\"headline\":\"Leveraging Data &#038; Information to Drive Decision-making\",\"datePublished\":\"2021-01-08T02:29:54+00:00\",\"dateModified\":\"2021-01-08T02:39:43+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/augstudy.com\\\/leveraging-data-information-to-drive-decision-making\\\/\"},\"wordCount\":1383,\"image\":{\"@id\":\"https:\\\/\\\/augstudy.com\\\/leveraging-data-information-to-drive-decision-making\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/augstudy.com\\\/aug-website-files\\\/wp-content\\\/uploads\\\/2021\\\/01\\\/msdsml1-e1610073571958.png\",\"articleSection\":[\"Australia News\",\"China News\",\"Indonesia News\",\"Malaysia News\",\"News\",\"Philippines News\",\"Singapore News\"],\"inLanguage\":\"vi\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/augstudy.com\\\/leveraging-data-information-to-drive-decision-making\\\/\",\"url\":\"https:\\\/\\\/augstudy.com\\\/leveraging-data-information-to-drive-decision-making\\\/\",\"name\":\"Leveraging Data & Information to Drive Decision-making - AUG Student Services\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/augstudy.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/augstudy.com\\\/leveraging-data-information-to-drive-decision-making\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/augstudy.com\\\/leveraging-data-information-to-drive-decision-making\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/augstudy.com\\\/aug-website-files\\\/wp-content\\\/uploads\\\/2021\\\/01\\\/msdsml1-e1610073571958.png\",\"datePublished\":\"2021-01-08T02:29:54+00:00\",\"dateModified\":\"2021-01-08T02:39:43+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/augstudy.com\\\/#\\\/schema\\\/person\\\/cdbeabbcad0ef6b9470fc04d9e11e292\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/augstudy.com\\\/leveraging-data-information-to-drive-decision-making\\\/#breadcrumb\"},\"inLanguage\":\"vi\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/augstudy.com\\\/leveraging-data-information-to-drive-decision-making\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"vi\",\"@id\":\"https:\\\/\\\/augstudy.com\\\/leveraging-data-information-to-drive-decision-making\\\/#primaryimage\",\"url\":\"https:\\\/\\\/augstudy.com\\\/aug-website-files\\\/wp-content\\\/uploads\\\/2021\\\/01\\\/msdsml1-e1610073571958.png\",\"contentUrl\":\"https:\\\/\\\/augstudy.com\\\/aug-website-files\\\/wp-content\\\/uploads\\\/2021\\\/01\\\/msdsml1-e1610073571958.png\",\"width\":529,\"height\":311},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/augstudy.com\\\/leveraging-data-information-to-drive-decision-making\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/augstudy.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Leveraging Data &#038; Information to Drive Decision-making\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/augstudy.com\\\/#website\",\"url\":\"https:\\\/\\\/augstudy.com\\\/\",\"name\":\"AUG Student Services\",\"description\":\"Student Services\",\"alternateName\":\"AUG Global\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/augstudy.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"vi\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/augstudy.com\\\/#\\\/schema\\\/person\\\/cdbeabbcad0ef6b9470fc04d9e11e292\",\"name\":\"Muhammad Safuan\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"vi\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/910ac8d5fe33ec8d79d738362cfec2b020fe6c6c5ebac03d8b60f201eba2e6ae?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/910ac8d5fe33ec8d79d738362cfec2b020fe6c6c5ebac03d8b60f201eba2e6ae?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/910ac8d5fe33ec8d79d738362cfec2b020fe6c6c5ebac03d8b60f201eba2e6ae?s=96&d=mm&r=g\",\"caption\":\"Muhammad Safuan\"},\"url\":\"https:\\\/\\\/augstudy.com\\\/vi\\\/author\\\/safuan\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Leveraging Data & Information to Drive Decision-making - AUG Student Services","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/augstudy.com\/vi\/leveraging-data-information-to-drive-decision-making\/","og_locale":"vi_VN","og_type":"article","og_title":"Leveraging Data & Information to Drive Decision-making","og_description":"Data science is an intelligent discipline that collects, models and analyses data and experience to...","og_url":"https:\/\/augstudy.com\/vi\/leveraging-data-information-to-drive-decision-making\/","og_site_name":"AUG Student Services","article_publisher":"https:\/\/www.facebook.com\/augmalaysia\/","article_published_time":"2021-01-08T02:29:54+00:00","article_modified_time":"2021-01-08T02:39:43+00:00","og_image":[{"width":529,"height":311,"url":"https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/01\/msdsml1-e1610073571958.png","type":"image\/png"}],"author":"Muhammad Safuan","twitter_card":"summary_large_image","twitter_misc":{"\u0110\u01b0\u1ee3c vi\u1ebft b\u1edfi":"Muhammad Safuan","\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc":"7 ph\u00fat"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/augstudy.com\/leveraging-data-information-to-drive-decision-making\/#article","isPartOf":{"@id":"https:\/\/augstudy.com\/leveraging-data-information-to-drive-decision-making\/"},"author":{"name":"Muhammad Safuan","@id":"https:\/\/augstudy.com\/#\/schema\/person\/cdbeabbcad0ef6b9470fc04d9e11e292"},"headline":"Leveraging Data &#038; Information to Drive Decision-making","datePublished":"2021-01-08T02:29:54+00:00","dateModified":"2021-01-08T02:39:43+00:00","mainEntityOfPage":{"@id":"https:\/\/augstudy.com\/leveraging-data-information-to-drive-decision-making\/"},"wordCount":1383,"image":{"@id":"https:\/\/augstudy.com\/leveraging-data-information-to-drive-decision-making\/#primaryimage"},"thumbnailUrl":"https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/01\/msdsml1-e1610073571958.png","articleSection":["Australia News","China News","Indonesia News","Malaysia News","News","Philippines News","Singapore News"],"inLanguage":"vi"},{"@type":"WebPage","@id":"https:\/\/augstudy.com\/leveraging-data-information-to-drive-decision-making\/","url":"https:\/\/augstudy.com\/leveraging-data-information-to-drive-decision-making\/","name":"Leveraging Data & Information to Drive Decision-making - AUG Student Services","isPartOf":{"@id":"https:\/\/augstudy.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/augstudy.com\/leveraging-data-information-to-drive-decision-making\/#primaryimage"},"image":{"@id":"https:\/\/augstudy.com\/leveraging-data-information-to-drive-decision-making\/#primaryimage"},"thumbnailUrl":"https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/01\/msdsml1-e1610073571958.png","datePublished":"2021-01-08T02:29:54+00:00","dateModified":"2021-01-08T02:39:43+00:00","author":{"@id":"https:\/\/augstudy.com\/#\/schema\/person\/cdbeabbcad0ef6b9470fc04d9e11e292"},"breadcrumb":{"@id":"https:\/\/augstudy.com\/leveraging-data-information-to-drive-decision-making\/#breadcrumb"},"inLanguage":"vi","potentialAction":[{"@type":"ReadAction","target":["https:\/\/augstudy.com\/leveraging-data-information-to-drive-decision-making\/"]}]},{"@type":"ImageObject","inLanguage":"vi","@id":"https:\/\/augstudy.com\/leveraging-data-information-to-drive-decision-making\/#primaryimage","url":"https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/01\/msdsml1-e1610073571958.png","contentUrl":"https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/01\/msdsml1-e1610073571958.png","width":529,"height":311},{"@type":"BreadcrumbList","@id":"https:\/\/augstudy.com\/leveraging-data-information-to-drive-decision-making\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/augstudy.com\/"},{"@type":"ListItem","position":2,"name":"Leveraging Data &#038; Information to Drive Decision-making"}]},{"@type":"WebSite","@id":"https:\/\/augstudy.com\/#website","url":"https:\/\/augstudy.com\/","name":"D\u1ecbch v\u1ee5 Sinh vi\u00ean AUG","description":"D\u1ecbch v\u1ee5 sinh vi\u00ean","alternateName":"AUG Global","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/augstudy.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"vi"},{"@type":"Person","@id":"https:\/\/augstudy.com\/#\/schema\/person\/cdbeabbcad0ef6b9470fc04d9e11e292","name":"Muhammad Safuan","image":{"@type":"ImageObject","inLanguage":"vi","@id":"https:\/\/secure.gravatar.com\/avatar\/910ac8d5fe33ec8d79d738362cfec2b020fe6c6c5ebac03d8b60f201eba2e6ae?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/910ac8d5fe33ec8d79d738362cfec2b020fe6c6c5ebac03d8b60f201eba2e6ae?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/910ac8d5fe33ec8d79d738362cfec2b020fe6c6c5ebac03d8b60f201eba2e6ae?s=96&d=mm&r=g","caption":"Muhammad Safuan"},"url":"https:\/\/augstudy.com\/vi\/author\/safuan\/"}]}},"_links":{"self":[{"href":"https:\/\/augstudy.com\/vi\/wp-json\/wp\/v2\/posts\/166537","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/augstudy.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/augstudy.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/augstudy.com\/vi\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/augstudy.com\/vi\/wp-json\/wp\/v2\/comments?post=166537"}],"version-history":[{"count":0,"href":"https:\/\/augstudy.com\/vi\/wp-json\/wp\/v2\/posts\/166537\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/augstudy.com\/vi\/wp-json\/wp\/v2\/media\/166544"}],"wp:attachment":[{"href":"https:\/\/augstudy.com\/vi\/wp-json\/wp\/v2\/media?parent=166537"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/augstudy.com\/vi\/wp-json\/wp\/v2\/categories?post=166537"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/augstudy.com\/vi\/wp-json\/wp\/v2\/tags?post=166537"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}