{"id":51546,"date":"2026-10-15T08:43:35","date_gmt":"2026-10-15T08:43:35","guid":{"rendered":"http:\/\/172.29.97.125\/?page_id=51546"},"modified":"2026-10-15T08:43:35","modified_gmt":"2026-10-15T08:43:35","slug":"chuong-trinh-thac-si-tri-tue-nhan-tao","status":"publish","type":"page","link":"https:\/\/sdh-new.hcmus.edu.vn\/index.php\/chuong-trinh-thac-si-tri-tue-nhan-tao\/","title":{"rendered":"Ch\u01b0\u01a1ng tr\u00ecnh Th\u1ea1c s\u0129 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"51546\" class=\"elementor elementor-51546\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-64aef130 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"64aef130\" 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-2f4c3ab4\" data-id=\"2f4c3ab4\" 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-2554c460 elementor-widget elementor-widget-text-editor\" data-id=\"2554c460\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>Gi\u1edbi thi\u1ec7u<\/strong><\/p><p>Ch\u01b0\u01a1ng tr\u00ecnh Th\u1ea1c s\u0129 ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (TTNT) h\u01b0\u1edbng \u0111\u1ebfn \u0111\u00e0o t\u1ea1o \u0111\u1ed9i ng\u0169 chuy\u00ean gia v\u00e0 k\u1ef9 s\u01b0 c\u00f3 ki\u1ebfn th\u1ee9c v\u00e0 k\u1ef9 n\u0103ng chuy\u00ean s\u00e2u v\u1ec1 l\u0129nh v\u1ef1c TTNT. Th\u1ea1c s\u0129 ng\u00e0nh TTNT s\u1ebd c\u00f3 kh\u1ea3 n\u0103ng \u0111\u1ec1 xu\u1ea5t, x\u00e2y d\u1ef1ng v\u00e0 c\u00e0i \u0111\u1eb7t c\u00e1c gi\u1ea3i ph\u00e1p TTNT v\u00e0 H\u1ecdc m\u00e1y \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 th\u1ef1c t\u1ebf.<\/p><p>\u0110\u00e2y l\u00e0 ch\u01b0\u01a1ng tr\u00ecnh Th\u1ea1c s\u0129 \u0111\u1ea7u ti\u00ean ng\u00e0nh TTNT trong c\u00e1c tr\u01b0\u1eddng th\u00e0nh vi\u00ean c\u1ee7a \u0110HQG-HCM t\u1eeb n\u0103m 2022.<\/p><p>Kh\u00e1c v\u1edbi ng\u00e0nh Khoa h\u1ecdc m\u00e1y t\u00ednh, ch\u01b0\u01a1ng tr\u00ecnh ng\u00e0nh TTNT t\u1eadp trung chuy\u00ean s\u00e2u v\u1ec1 TTNT v\u1edbi c\u00e1c m\u00f4n h\u1ecdc nh\u01b0 TTNT n\u00e2ng cao, H\u1ecdc m\u00e1y n\u00e2ng cao, Khai th\u00e1c d\u1eef li\u1ec7u l\u1edbn, H\u1ecdc m\u00e1y v\u1edbi d\u1eef li\u1ec7u \u0111\u1ed3 th\u1ecb, v\u00e0 TTNT tr\u00ean v\u1ea1n v\u1eadt.<\/p><p>C\u00e1c gi\u1ea3ng vi\u00ean c\u1ee7a ng\u00e0nh TTNT c\u00f2n tham gia nghi\u00ean c\u1ee9u Khoa h\u1ecdc v\u00e0 tri\u1ec3n khai \u1ee9ng d\u1ee5ng k\u1ebft h\u1ee3p v\u1edbi c\u00e1c \u0111\u1ed1i t\u00e1c trong v\u00e0 ngo\u00e0i n\u01b0\u1edbc. Nhi\u1ec1u \u0111\u1ec1 t\u00e0i khoa h\u1ecdc c\u1ea5p Qu\u1ed1c gia, \u0110\u1ea1i h\u1ecdc Qu\u1ed1c gia, S\u1edf Khoa h\u1ecdc v\u00e0 C\u00f4ng ngh\u1ec7 TP. HCM \u0111\u00e3 v\u00e0 \u0111ang th\u1ef1c hi\u1ec7n. S\u1ed1 l\u01b0\u1ee3ng b\u00e0i b\u00e1o khoa h\u1ecdc \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1 trong c\u00e1c T\u1ea1p ch\u00ed Qu\u1ed1c t\u1ebf chuy\u00ean ng\u00e0nh uy t\u00edn v\u00e0 c\u00e1c h\u1ed9i ngh\u1ecb Qu\u1ed1c t\u1ebf uy t\u00edn ng\u00e0y c\u00e0ng t\u0103ng. Nhi\u1ec1u sinh vi\u00ean c\u1ee7a Khoa sau khi t\u1ed1t nghi\u1ec7p b\u1eadc \u0110\u1ea1i h\u1ecdc v\u00e0 Cao h\u1ecdc \u0111\u00e3 v\u00e0 \u0111ang tham gia v\u00e0o c\u00e1c d\u1ef1 \u00e1n l\u1edbn c\u1ee7a l\u0129nh v\u1ef1c TTNT trong v\u00e0 ngo\u00e0i n\u01b0\u1edbc.<\/p><p>\u0110\u1ed9i ng\u0169 gi\u1ea3ng vi\u00ean c\u1ee7a ng\u00e0nh TTNT, bao g\u1ed3m 1 GS, 7 PGS, 29 TS v\u00e0 nhi\u1ec1u gi\u1ea3ng vi\u00ean hi\u1ec7n \u0111ang c\u00f4ng t\u00e1c t\u1ea1i nhi\u1ec1u n\u01b0\u1edbc tr\u00ean th\u1ebf gi\u1edbi.<\/p><p>T\u1eeb n\u0103m 2022, ch\u01b0\u01a1ng tr\u00ecnh th\u1ea1c s\u0129 TTNT \u0111\u01b0\u1ee3c t\u00e0i tr\u1ee3 b\u1edfi Vi\u1ec7n Nghi\u00ean c\u1ee9u D\u1eef li\u1ec7u l\u1edbn, T\u1eadp \u0111o\u00e0n VINGROUP (Qu\u1ef9 VINIF). <strong>Ch\u01b0\u01a1ng tr\u00ecnh s\u1ebd c\u00f3 5 su\u1ea5t h\u1ecdc b\u1ed5ng d\u00e0nh cho nh\u1eefng h\u1ecdc vi\u00ean c\u00f3 k\u1ebft qu\u1ea3 \u0111\u1ea7u v\u00e0o xu\u1ea5t s\u1eafc nh\u1ea5t, m\u1ed7i su\u1ea5t h\u1ecdc b\u1ed5ng tr\u1ecb gi\u00e1 120 tri\u1ec7u\/h\u1ecdc vi\u00ean<\/strong><strong>.<\/strong><\/p>\t\t\t\t\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-64dbe989 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"64dbe989\" 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-3d784c6e\" data-id=\"3d784c6e\" 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-7902a552 elementor-widget elementor-widget-image\" data-id=\"7902a552\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"http:\/\/172.29.97.125\/wp-content\/uploads\/2026\/10\/TTNT-1.png\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\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-2954bb11 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2954bb11\" 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-b376adb\" data-id=\"b376adb\" 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-665ee7fe elementor-widget elementor-widget-text-editor\" data-id=\"665ee7fe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>M\u1ee5c ti\u00eau \u0111\u00e0o t\u1ea1o<\/strong><\/p><ul><li>Ch\u01b0\u01a1ng tr\u00ecnh Th\u1ea1c s\u0129 TTNT \u0111\u1eb7t m\u1ee5c ti\u00eau \u0111\u00e0o t\u1ea1o ngu\u1ed3n nh\u00e2n l\u1ef1c tr\u00ecnh \u0111\u1ed9 Th\u1ea1c s\u0129 v\u1ec1 ng\u00e0nh TTNT c\u00f3 ch\u1ea5t l\u01b0\u1ee3ng cao v\u1ec1 chuy\u00ean m\u00f4n v\u00e0 \u0111\u1ea1o \u0111\u1ee9c ngh\u1ec1 nghi\u1ec7p, nh\u1eb1m \u0111\u00e1p \u1ee9ng xu th\u1ebf ph\u00e1t tri\u1ec3n khoa h\u1ecdc v\u00e0 c\u00f4ng ngh\u1ec7 trong n\u01b0\u1edbc v\u00e0 tr\u00ean th\u1ebf gi\u1edbi.<\/li><li>Th\u00f4ng qua ho\u1ea1t \u0111\u1ed9ng h\u1ecdc t\u1eadp v\u00e0 nghi\u00ean c\u1ee9u khoa h\u1ecdc, ng\u01b0\u1eddi h\u1ecdc \u0111\u01b0\u1ee3c \u0111\u1ecbnh h\u01b0\u1edbng x\u00e2y d\u1ef1ng ki\u1ebfn th\u1ee9c n\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc, th\u1ec3 hi\u1ec7n kh\u1ea3 n\u0103ng t\u1ef1 nghi\u00ean c\u1ee9u, l\u00e0m vi\u1ec7c \u0111\u1ed9c l\u1eadp v\u00e0 s\u00e1ng t\u1ea1o, tu d\u01b0\u1ee1ng \u0111\u1ea1o \u0111\u1ee9c khoa h\u1ecdc v\u00e0 ngh\u1ec1 nghi\u1ec7p.<\/li><li>Ng\u01b0\u1eddi h\u1ecdc sau khi ho\u00e0n t\u1ea5t ch\u01b0\u01a1ng tr\u00ecnh \u0111\u01b0\u1ee3c trang b\u1ecb ki\u1ebfn th\u1ee9c s\u00e2u r\u1ed9ng v\u1ec1 TTNT \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 khoa h\u1ecdc v\u00e0 k\u1ef9 thu\u1eadt trong ng\u00e0nh, s\u1eb5n s\u00e0ng tr\u1edf th\u00e0nh m\u1ed9t ph\u1ea7n c\u1ee7a nh\u00e2n l\u1ef1c tr\u00ecnh \u0111\u1ed9 cao c\u1ee7a Vi\u1ec7t Nam trong th\u1eddi k\u1ef3 h\u1ed9i nh\u1eadp.<\/li><\/ul>\t\t\t\t\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-4806b815 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4806b815\" 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-4176fa1e\" data-id=\"4176fa1e\" 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-79021c6f elementor-widget elementor-widget-text-editor\" data-id=\"79021c6f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>Th\u1ebf m\u1ea1nh c\u1ee7a ch\u01b0\u01a1ng tr\u00ecnh<\/strong><\/p><ul><li>C\u00e1c nh\u00f3m nghi\u00ean c\u1ee9u v\u1ec1 X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, Th\u1ecb gi\u00e1c m\u00e1y t\u00ednh, TTNT v\u00e0 Khoa h\u1ecdc d\u1eef li\u1ec7u l\u00e0 nh\u1eefng nh\u00f3m nghi\u00ean c\u1ee9u m\u1ea1nh trong Khoa CNTT v\u00e0 \u0110HQG HCM.<\/li><li>\u0110\u1ed9i ng\u0169 gi\u1ea3ng vi\u00ean \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o \u1edf tr\u00ecnh \u0111\u1ed9 Ti\u1ebfn s\u0129. Khoa CNTT hi\u1ec7n c\u00f3 1 Gi\u00e1o s\u01b0, 7 Ph\u00f3 gi\u00e1o s\u01b0 v\u00e0 29 Ti\u1ebfn s\u0129 v\u1edbi h\u1ea7u h\u1ebft Gi\u1ea3ng vi\u00ean \u0111\u00e3 t\u1eebng du h\u1ecdc v\u00e0 th\u1ef1c t\u1eadp t\u1ea1i c\u00e1c tr\u01b0\u1eddng danh ti\u1ebfng tr\u00ean th\u1ebf gi\u1edbi.<\/li><li>C\u00e1c l\u1edbp h\u1ecdc \u0111\u01b0\u1ee3c t\u1ed5 ch\u1ee9c v\u00e0o bu\u1ed5i t\u1ed1i trong tu\u1ea7n, Th\u1ee9 7 v\u00e0 Ch\u1ee7 nh\u1eadt, ph\u00f9 h\u1ee3p v\u1edbi h\u1ecdc vi\u00ean \u0111ang c\u00f3 vi\u1ec7c l\u00e0m.<\/li><li>N\u1ed9i dung ch\u01b0\u01a1ng tr\u00ecnh \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng tr\u00ean c\u01a1 s\u1edf tham kh\u1ea3o nh\u1eefng ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o Th\u1ea1c s\u0129 ti\u00ean ti\u1ebfn tr\u00ean th\u1ebf gi\u1edbi.<\/li><li>C\u01a1 h\u1ed9i \u0111\u01b0\u1ee3c th\u1ef1c t\u1eadp, nghi\u00ean c\u1ee9u v\u1edbi \u0111\u1ed9i ng\u0169 Gi\u00e1o s\u01b0 c\u00f3 uy t\u00edn trong l\u0129nh v\u1ef1c CNTT t\u1ea1i c\u00e1c ph\u00f2ng Lab chu\u1ea9n qu\u1ed1c t\u1ebf t\u1ea1i M\u1ef9, Canada, Nh\u1eadt, Ph\u00e1p, v\u00e0 c\u00e1c n\u01b0\u1edbc kh\u00e1c.<\/li><li>C\u00e1c h\u01b0\u1edbng nghi\u00ean c\u1ee9u lu\u00f4n \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt m\u1edbi v\u00e0 ph\u00f9 h\u1ee3p v\u1edbi xu th\u1ebf ph\u00e1t tri\u1ec3n c\u1ee7a th\u1ebf gi\u1edbi. H\u1ecdc vi\u00ean s\u1ebd c\u00f3 c\u01a1 h\u1ed9i t\u00ecm hi\u1ec3u v\u00e0 nghi\u00ean c\u1ee9u v\u1ec1 c\u00e1c ch\u1ee7 \u0111\u1ec1 m\u1edbi nh\u1ea5t trong l\u0129nh v\u1ef1c CNTT, nh\u01b0 TTNT v\u00e0 h\u1ecdc m\u00e1y.<\/li><li>C\u00e1c ph\u00f2ng ph\u1ee5c v\u1ee5 h\u1ecdc t\u1eadp v\u00e0 nghi\u00ean c\u1ee9u \u0111\u01b0\u1ee3c trang b\u1ecb c\u00e1c thi\u1ebft b\u1ecb hi\u1ec7n \u0111\u1ea1i. C\u00e1c h\u1ec7 th\u1ed1ng \u0111i\u1ec1u h\u00f2a nhi\u1ec7t \u0111\u1ed9, h\u1ec7 th\u1ed1ng \u00e2m thanh, m\u00e1y chi\u1ebfu, \u0111\u01b0\u1eddng truy\u1ec1n Internet t\u1ed1c \u0111\u1ed9 cao, m\u00e1y t\u00ednh th\u1ef1c h\u00e0nh c\u1ea5u h\u00ecnh cao, \u0111\u01b0\u1eddng truy\u1ec1n c\u00e1p quang d\u00e0nh ri\u00eang, th\u01b0 vi\u1ec7n, v.v\u2026 \u0111\u00e1p \u1ee9ng t\u1ed1t y\u00eau c\u1ea7u h\u1ecdc t\u1eadp v\u00e0 nghi\u00ean c\u1ee9u.<\/li><\/ul>\t\t\t\t\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-3b69e80b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3b69e80b\" 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-5a98aec5\" data-id=\"5a98aec5\" 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-498b0b09 elementor-widget elementor-widget-text-editor\" data-id=\"498b0b09\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>H\u1ecdc vi\u00ean sau khi t\u1ed1t nghi\u1ec7p s\u1ebd c\u00f3 kh\u1ea3 n\u0103ng<\/strong>:<\/p><ul><li>L\u00e0m vi\u1ec7c t\u1ea1i c\u00e1c \u0111\u01a1n v\u1ecb ho\u1ea1t \u0111\u1ed9ng trong l\u0129nh v\u1ef1c C\u00f4ng ngh\u1ec7 th\u00f4ng tin n\u00f3i chung v\u00e0 TTNT n\u00f3i ri\u00eang, t\u1ea1i c\u00e1c c\u00f4ng ty v\u00e0 t\u1ed5 ch\u1ee9c trong v\u00e0 ngo\u00e0i n\u01b0\u1edbc v\u1edbi c\u00e1c v\u1ecb tr\u00ed c\u00f4ng vi\u1ec7c ch\u00ednh nh\u01b0:<ul><li>K\u1ef9 s\u01b0 TTNT (AI Engineer), K\u1ef9 s\u01b0 d\u1eef li\u1ec7u (Data Engineer): ch\u1ecbu tr\u00e1ch nhi\u1ec7m x\u00e2y d\u1ef1ng, c\u00e0i \u0111\u1eb7t v\u00e0 tri\u1ec3n khai m\u00f4 h\u00ecnh, gi\u1ea3i ph\u00e1p th\u00f4ng minh ph\u00e2n t\u00edch, d\u1ef1 b\u00e1o d\u1ef1a tr\u00ean d\u1eef li\u1ec7u<\/li><li>Nh\u00e0 khoa h\u1ecdc TTNT (AI Scientist), Nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u (Data Scientist): ch\u1ecb tr\u00e1ch nhi\u1ec7m \u0111\u1ec1 xu\u1ea5t, thi\u1ebft k\u1ebf v\u00e0 \u0111\u00e1nh gi\u00e1 m\u00f4 h\u00ecnh, gi\u1ea3i ph\u00e1p th\u00f4ng minh \u1ee9ng d\u1ee5ng TTNT.<\/li><li>Gi\u1ea3ng vi\u00ean, Nh\u00e0 khoa h\u1ecdc trong l\u0129nh v\u1ef1c TTNT t\u1ea1i c\u00e1c c\u01a1 quan nghi\u00ean c\u1ee9u v\u00e0 \u0111\u00e0o t\u1ea1o.<\/li><li>Chuy\u00ean vi\u00ean l\u1eadp d\u1ef1 \u00e1n, \u0111i\u1ec1u ph\u1ed1i, ho\u1ea1ch \u0111\u1ecbnh ch\u00ednh s\u00e1ch ph\u00e1t tri\u1ec3n TTNT cho c\u00f4ng ty v\u00e0 t\u1ed5 ch\u1ee9c.<\/li><\/ul><\/li><li>Ti\u1ebfp t\u1ee5c h\u1ecdc t\u1eadp b\u1eadc Ti\u1ebfn s\u0129 trong l\u0129nh v\u1ef1c TTNT v\u00e0 li\u00ean quan<\/li><\/ul>\t\t\t\t\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-b6ec24f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b6ec24f\" 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-c0c80d1\" data-id=\"c0c80d1\" 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-719efaad elementor-widget elementor-widget-text-editor\" data-id=\"719efaad\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>C\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p v\u00e0 h\u1ecdc t\u1eadp<\/strong><\/p><ul><li>H\u1ecdc vi\u00ean c\u00f3 nhi\u1ec1u h\u01b0\u1edbng nghi\u00ean c\u1ee9u \u0111\u1ec3 l\u1ef1a ch\u1ecdn nh\u01b0 X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, Th\u1ecb gi\u00e1c m\u00e1y t\u00ednh, TTNT &#8211; H\u1ecdc m\u00e1y v\u00e0 Khoa h\u1ecdc d\u1eef li\u1ec7u. C\u00e1c nh\u00f3m nghi\u00ean c\u1ee9u v\u1ec1 c\u00e1c h\u01b0\u1edbng n\u00e0y c\u0169ng l\u00e0 nh\u1eefng nh\u00f3m nghi\u00ean c\u1ee9u m\u1ea1nh trong khoa CNTT v\u00e0 \u0110HQG HCM.<\/li><li>C\u01a1 h\u1ed9i c\u00f9ng c\u00e1c gi\u1ea3ng vi\u00ean c\u1ee7a ng\u00e0nh TTNT tham gia nghi\u00ean c\u1ee9u Khoa h\u1ecdc v\u00e0 tri\u1ec3n khai \u1ee9ng d\u1ee5ng k\u1ebft h\u1ee3p v\u1edbi c\u00e1c \u0111\u1ed1i t\u00e1c trong v\u00e0 ngo\u00e0i n\u01b0\u1edbc.<\/li><li>Sau khi t\u1ed1t nghi\u1ec7p, h\u1ecdc vi\u00ean c\u00f3 kh\u1ea3 n\u0103ng tham gia v\u00e0o c\u00e1c v\u1ecb tr\u00ed vi\u1ec7c l\u00e0m chuy\u00ean s\u00e2u v\u1ec1 TTNT, t\u1ea1o ra c\u00e1c s\u1ea3n ph\u1ea9m mang h\u00e0m l\u01b0\u1ee3ng ch\u1ea5t x\u00e1m cao trong c\u00e1c doanh nghi\u1ec7p trong v\u00e0 ngo\u00e0i n\u01b0\u1edbc ho\u1eb7c nghi\u00ean c\u1ee9u v\u00e0 gi\u1ea3ng d\u1ea1y trong c\u00e1c tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc v\u00e0 Vi\u1ec7n nghi\u00ean c\u1ee9u. C\u00f3 th\u1ec3 ti\u1ebfn h\u00e0nh kh\u1edfi nghi\u1ec7p v\u00e0 \u0111\u1ed5i m\u1edbi c\u00f4ng ngh\u1ec7<\/li><\/ul>\t\t\t\t\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-1f9d6c2e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1f9d6c2e\" 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-50b9a1df\" data-id=\"50b9a1df\" 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-1a590147 elementor-widget elementor-widget-text-editor\" data-id=\"1a590147\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>\u0110\u1ed9i ng\u0169 \u0111\u00e0o t\u1ea1o &#8211; C\u01a1 s\u1edf v\u1eadt ch\u1ea5t<\/strong><\/p><ul><li><a href=\"https:\/\/www.fit.hcmus.edu.vn\/sau-dai-hoc\/giang-vien\">\u0110\u1ed9i ng\u0169 gi\u1ea3ng vi\u00ean c\u1ee7a ch\u01b0\u01a1ng tr\u00ecnh bao g\u1ed3m 1 GS, 7 PGS v\u00e0 29 TS<\/a>. Ngo\u00e0i ra, ch\u01b0\u01a1ng tr\u00ecnh c\u00f2n h\u1ee3p t\u00e1c v\u1edbi c\u00e1c gi\u1ea3ng vi\u00ean \u0111\u1ea7u ng\u00e0nh trong v\u00e0 ngo\u00e0i n\u01b0\u1edbc nh\u01b0 JAIST, NII (Nh\u1eadt B\u1ea3n), Lyon 1 (Ph\u00e1p) v\u00e0 UTA (Hoa K\u1ef3).<\/li><li>C\u01a1 s\u1edf v\u1eadt ch\u1ea5t ph\u1ee5c v\u1ee5 nghi\u00ean c\u1ee9u v\u00e0 th\u1ef1c nghi\u1ec7m g\u1ed3m c\u00e1c si\u00eau m\u00e1y t\u00ednh GPU (12 NVIDIA A100), c\u00e1c thi\u1ebft b\u1ecb t\u01b0\u01a1ng t\u00e1c ng\u01b0\u1eddi m\u00e1y, th\u1ef1c t\u1ea1i \u1ea3o (nh\u01b0 Kinect, Hololens, Leap Motion VR, Oculus), m\u00e1y bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i (drone), v.v\u2026<\/li><\/ul><p><b><span style=\"font-size: 11.5pt; font-family: Arial, sans-serif;\">S\u01a1 n\u00e9t v\u1ec1 ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o<\/span><\/b><\/p><p>H\u1ecdc vi\u00ean c\u1ea7n t\u00edch l\u0169y 60 t\u00edn ch\u1ec9, tu\u1ef3 thu\u1ed9c v\u00e0o ph\u01b0\u01a1ng th\u1ee9c (theo ch\u01b0\u01a1ng tr\u00ecnh nghi\u00ean c\u1ee9u, \u0111\u1ecbnh h\u01b0\u1edbng nghi\u00ean c\u1ee9u, ho\u1eb7c \u0111\u1ecbnh h\u01b0\u1edbng \u1ee9ng d\u1ee5ng). Do \u0111\u00f3, th\u1eddi gian ho\u00e0n th\u00e0nh ch\u01b0\u01a1ng tr\u00ecnh Th\u1ea1c s\u0129 t\u1eeb 1 \u0111\u1ebfn 2 n\u0103m.<\/p><ul><li>Ph\u1ea7n 1: Ki\u1ebfn th\u1ee9c chung (Tri\u1ebft h\u1ecdc v\u00e0 NGo\u1ea1i ng\u1eef)<\/li><li>Ph\u1ea7n 2: Ki\u1ebfn th\u1ee9c c\u01a1 s\u1edf, nh\u01b0 c\u00e1c m\u00f4n h\u1ecdc v\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o n\u00e2ng cao v\u00e0 m\u00e1y h\u1ecdc.<\/li><li>Ph\u1ea7n 3: Ki\u1ebfn th\u1ee9c chuy\u00ean ng\u00e0nh, bao g\u1ed3m c\u00e1c m\u00f4n h\u1ecdc chuy\u00ean ng\u00e0nh v\u00e0 t\u1ef1 ch\u1ecdn. H\u1ecdc vi\u00ean c\u00f3 th\u1ec3 ch\u1ecdn c\u00e1c nh\u00f3m m\u00f4n h\u1ecdc theo chuy\u00ean ng\u00e0nh M\u00e3 h\u00f3a v\u00e0 \u1ee9ng d\u1ee5ng, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 M\u00e1y h\u1ecdc, X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 Th\u1ecb gi\u00e1c m\u00e1y t\u00ednh.<\/li><li>Ph\u1ea7n 4: T\u1ed1t nghi\u1ec7p. H\u1ecdc vi\u00ean th\u1ef1c hi\u1ec7n lu\u1eadn v\u0103n t\u1ed1t nghi\u1ec7p ho\u1eb7c \u0111\u1ed3 \u00e1n t\u1ed1t nghi\u1ec7p.<\/li><\/ul><p><strong>Th\u00f4ng tin tuy\u1ec3n sinh cao h\u1ecdc<\/strong><\/p><ul><li>T\u00ean chuy\u00ean ng\u00e0nh: Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (Artificial Intelligence)<\/li><li>M\u00e3 ng\u00e0nh: 8480107<\/li><\/ul><p>\u0110\u1ed1i t\u01b0\u1ee3ng ng\u01b0\u1eddi h\u1ecdc:<\/p><ul><li>Sinh vi\u00ean t\u1ed1t nghi\u1ec7p \u0111\u1ea1i h\u1ecdc c\u00e1c ng\u00e0nh \u0111\u00fang v\u00e0 ph\u00f9 h\u1ee3p, bao g\u1ed3m c\u00e1c ng\u00e0nh: Tin h\u1ecdc; C\u00f4ng ngh\u1ec7 th\u00f4ng tin; Khoa h\u1ecdc m\u00e1y t\u00ednh; K\u1ef9 thu\u1eadt ph\u1ea7n m\u1ec1m; H\u1ec7 th\u1ed1ng th\u00f4ng tin; Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o; M\u1ea1ng m\u00e1y t\u00ednh v\u00e0 truy\u1ec1n th\u00f4ng d\u1eef li\u1ec7u; Khoa h\u1ecdc d\u1eef li\u1ec7u; An to\u00e0n th\u00f4ng tin; C\u00f4ng ngh\u1ec7 k\u1ef9 thu\u1eadt m\u00e1y t\u00ednh; S\u01b0 ph\u1ea1m Tin; Tin h\u1ecdc qu\u1ea3n l\u00fd; H\u1ec7 th\u1ed1ng th\u00f4ng tin qu\u1ea3n l\u00fd; H\u1ec7 th\u1ed1ng th\u00f4ng tin kinh t\u1ebf; K\u1ef9 thu\u1eadt d\u1eef li\u1ec7u.<\/li><li>Ngo\u00e0i danh m\u1ee5c c\u00e1c ng\u00e0nh \u0111\u00e3 n\u00eau, n\u1ebfu th\u00ed sinh c\u00f3 v\u0103n b\u1eb1ng t\u1ed1t nghi\u1ec7p c\u00e1c ng\u00e0nh kh\u00e1c ph\u1ea3i h\u1ecdc c\u00e1c m\u00f4n b\u1ed5 t\u00fac ki\u1ebfn th\u1ee9c:<\/li><\/ul><div><table border=\"1\"><tbody><tr><td width=\"407\"><strong>Ng\u00e0nh t\u1ed1t nghi\u1ec7p \u0111\u1ea1i h\u1ecdc<\/strong><\/td><td width=\"244\"><strong>C\u00e1c m\u00f4n b\u1ed5 t\u00fac ki\u1ebfn th\u1ee9c<\/strong><\/td><\/tr><tr><td width=\"407\">To\u00e1n h\u1ecdc; To\u00e1n tin; V\u1eadt l\u00fd; \u0110i\u1ec7n t\u1eed Vi\u1ec5n th\u00f4ng; \u0110i\u1ec1u khi\u1ec3n h\u1ecdc; K\u1ef9 thu\u1eadt y sinh; Qu\u1ea3n l\u00fd c\u00f4ng nghi\u1ec7p, C\u00f4ng ngh\u1ec7 k\u1ef9 thu\u1eadt \u0111i\u1ec7n- \u0111i\u1ec7n t\u1eed; K\u1ef9 thu\u1eadt \u0111i\u1ec7n (H\u1ec7 th\u1ed1ng n\u0103ng l\u01b0\u1ee3ng); C\u00f4ng ngh\u1ec7 k\u1ef9 thu\u1eadt \u0111i\u1ec7n- truy\u1ec1n th\u00f4ng; K\u1ef9 thu\u1eadt \u0111i\u1ec7n- \u0111i\u1ec7n t\u1eed; K\u1ef9 thu\u1eadt c\u01a1 \u0111i\u1ec7n t\u1eed; C\u01a1 \u0111i\u1ec7n t\u1eed; K\u1ef9 thu\u1eadt \u0111i\u1ec7n v\u00e0 C\u00f4ng ngh\u1ec7 th\u00f4ng tin (\u0110H Vi\u1ec7t \u0110\u1ee9c).<\/td><td width=\"244\">1. K\u1ef9 thu\u1eadt l\u1eadp tr\u00ecnh (4TC)<br \/>2. C\u00e1c thu\u1eadt to\u00e1n th\u00f4ng minh nh\u00e2n t\u1ea1o v\u00e0 \u1ee9ng d\u1ee5ng (4TC)<br \/>3. C\u01a1 s\u1edf d\u1eef li\u1ec7u (4TC)<br \/>4. C\u1ea5u tr\u00fac d\u1eef li\u1ec7u (4TC)<\/td><\/tr><tr><td width=\"407\">Logistics v\u00e0 qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng;<\/td><td width=\"244\">1. K\u1ef9 thu\u1eadt l\u1eadp tr\u00ecnh (4TC)<br \/>2. C\u00e1c thu\u1eadt to\u00e1n th\u00f4ng minh nh\u00e2n t\u1ea1o v\u00e0 \u1ee9ng d\u1ee5ng (4TC)<br \/>3. C\u1ea5u tr\u00fac d\u1eef li\u1ec7u (4TC)<\/td><\/tr><tr><td width=\"407\">K\u1ef9 thu\u1eadt \u0111i\u1ec1u khi\u1ec3n v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a<\/td><td width=\"244\">1. C\u00e1c thu\u1eadt to\u00e1n th\u00f4ng minh nh\u00e2n t\u1ea1o v\u00e0 \u1ee9ng d\u1ee5ng (4TC)<br \/>2. C\u01a1 s\u1edf d\u1eef li\u1ec7u (4TC)<br \/>3. C\u1ea5u tr\u00fac d\u1eef li\u1ec7u (4TC)<\/td><\/tr><tr><td width=\"407\">C\u01a1 \u0111i\u1ec7n t\u1eed K\u1ef9 thu\u1eadt c\u01a1 kh\u00ed (h\u00e0ng kh\u00f4ng)<\/td><td width=\"244\">1. C\u00e1c thu\u1eadt to\u00e1n th\u00f4ng minh nh\u00e2n t\u1ea1o v\u00e0 \u1ee9ng d\u1ee5ng (4TC)<br \/>2. C\u01a1 s\u1edf d\u1eef li\u1ec7u (4TC)<\/td><\/tr><tr><td width=\"407\">Th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed<\/td><td width=\"244\">C\u00e1c thu\u1eadt to\u00e1n th\u00f4ng minh nh\u00e2n t\u1ea1o v\u00e0 \u1ee9ng d\u1ee5ng (4TC)<\/td><\/tr><\/tbody><\/table><\/div><p><b>\u00a0<\/b><\/p><p><b>K\u1ebft qu\u1ea3 tr\u00fang tuy\u1ec3n<\/b> (h\u1eb1ng n\u0103m): th\u00e1ng 5 v\u00e0 th\u00e1ng 10<\/p><p><b>Th\u1eddi gian n\u1ed9p h\u1ed3 s\u01a1<\/b> (h\u1eb1ng n\u0103m): th\u00e1ng 4 v\u00e0 th\u00e1ng 8<\/p><p><b>Ch\u1ec9 ti\u00eau tuy\u1ec3n sinh<\/b> (h\u1eb1ng n\u0103m): d\u1ef1 ki\u1ebfn 50 h\u1ecdc vi\u00ean\/n\u0103m<\/p><p><strong>H\u00ecnh th\u1ee9c tuy\u1ec3n sinh:<\/strong> C\u0103n c\u1ee9 theo quy ch\u1ebf tuy\u1ec3n sinh b\u1eadc th\u1ea1c s\u0129 hi\u1ec7n h\u00e0nh c\u1ee7a \u0110\u1ea1i h\u1ecdc Qu\u1ed1c Gia TP. HCM, c\u00f3 2 h\u00ecnh th\u1ee9c tuy\u1ec3n sinh nh\u01b0 sau:<\/p><ul><li><strong>Tuy\u00ea\u0309n th\u0103\u0309ng:<\/strong> H\u1ed9i \u0111\u1ed3ng tuy\u1ec3n sinh c\u0103n c\u1ee9 theo th\u1ee9 t\u1ef1 \u01b0u ti\u00ean danh s\u00e1ch \u1ee9ng vi\u00ean d\u1ef1 tuy\u1ec3n v\u00e0 ch\u1ec9 ti\u00eau x\u00e9t tuy\u1ec3n th\u1eb3ng t\u1eebng ng\u00e0nh, H\u1ed9i \u0111\u1ed3ng tuy\u1ec3n sinh Sau \u0111\u1ea1i h\u1ecdc xem x\u00e9t v\u00e0 th\u00f4ng qua danh s\u00e1ch \u1ee9ng vi\u00ean \u0111\u1ea1t y\u00eau c\u1ea7u tuy\u1ec3n th\u1eb3ng.<\/li><li><strong>X\u00e9t tuy\u1ec3n:<\/strong> H\u1ed9i \u0111\u1ed3ng tuy\u1ec3n sinh \u0111\u00e1nh gi\u00e1 h\u1ed3 s\u01a1 d\u1ef1 tuy\u1ec3n c\u1ee7a \u1ee9ng vi\u00ean (bao g\u1ed3m h\u1ed3 s\u01a1 \u0111\u1ed1i t\u01b0\u1ee3ng kh\u00f4ng ph\u1ecfng v\u1ea5n v\u00e0 \u0111\u1ed1i t\u01b0\u1ee3ng ph\u1ecfng v\u1ea5n). C\u0103n c\u1ee9 ch\u1ec9 ti\u00eau tuy\u1ec3n sinh, H\u1ed9i \u0111\u1ed3ng tuy\u1ec3n sinh c\u00f4ng b\u1ed1 danh s\u00e1ch \u1ee9ng vi\u00ean \u0111\u1ea1t y\u00eau c\u1ea7u x\u00e9t tuy\u1ec3n kh\u00f4ng ph\u1ecfng v\u1ea5n v\u00e0 danh s\u00e1ch \u1ee9ng vi\u00ean d\u1ef1 ph\u1ecfng v\u1ea5n chuy\u00ean m\u00f4n. \u1ee8ng vi\u00ean ch\u01b0a c\u00f3 v\u0103n b\u1eb1ng\/ ch\u1ee9ng ch\u1ec9 ngo\u1ea1i ng\u1eef s\u1ebd thi m\u00f4n ti\u1ebfng Anh.<\/li><\/ul><p><strong>\u0110\u1ecba \u0111i\u1ec3m \u0111\u00e0o t\u1ea1o<\/strong>: C\u01a1 s\u1edf Nguy\u1ec5n V\u0103n C\u1eeb<\/p><p><strong>Th\u1eddi gian \u0111\u00e0o t\u1ea1o:<\/strong> 1 &#8211; 2 n\u0103m <span style=\"font-weight: 400;\">(h\u1ecdc ngo\u00e0i gi\u1edd h\u00e0nh ch\u00ednh)<\/span><\/p><p style=\"margin-bottom: 18pt; line-height: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\"><strong><span style=\"font-size: 11.5pt; font-family: Arial, sans-serif;\">Tham kh\u1ea3o:<\/span><\/strong><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Th\u00f4ng tin <\/span><a href=\"https:\/\/sdh.hcmus.edu.vn\/tuyen-sinh\"><span style=\"font-weight: 400;\">tuy\u1ec3n sinh<\/span><\/a><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Website <\/span><a href=\"https:\/\/www.fit.hcmus.edu.vn\/sau-dai-hoc\"><span style=\"font-weight: 400;\">Khoa CNTT<\/span><\/a><span style=\"font-weight: 400;\"> tr\u01b0\u1eddng \u0110H KHTN<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Fanpage <\/span><a href=\"https:\/\/www.facebook.com\/sdh.fit.hcmus\"><span style=\"font-weight: 400;\">Khoa CNTT<\/span><\/a><span style=\"font-weight: 400;\"> tr\u01b0\u1eddng \u0110H KHTN<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Khung ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o <\/span><a href=\"https:\/\/sdh.hcmus.edu.vn\/2022\/02\/25\/khung-chuong-trinh-dao-tao-nganh-tri-tue-nhan-tao\/\"><b>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/b><\/a><\/li><\/ul><ul><li style=\"list-style-type: none;\">\u00a0<\/li><\/ul>\t\t\t\t\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<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Gi\u1edbi thi\u1ec7u Ch\u01b0\u01a1ng tr\u00ecnh Th\u1ea1c s\u0129 ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (TTNT) h\u01b0\u1edbng \u0111\u1ebfn \u0111\u00e0o t\u1ea1o \u0111\u1ed9i ng\u0169 chuy\u00ean gia [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_templately_pack_id":"","_templately_imported_at":"","_templately_source":"","_templately_import_session_id":"","site-sidebar-layout":"no-sidebar","site-content-layout":"","ast-site-content-layout":"full-width-container","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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