{"id":39618,"date":"2026-08-04T17:36:14","date_gmt":"2026-08-04T10:36:14","guid":{"rendered":"https:\/\/asia-vn.edu.vn\/?p=39618"},"modified":"2026-08-04T17:36:14","modified_gmt":"2026-08-04T10:36:14","slug":"sv-ung-dung-ai-xay-nen-tang-tham-khao-gia-nha","status":"publish","type":"post","link":"https:\/\/asia-vn.edu.vn\/en\/sv-ung-dung-ai-xay-nen-tang-tham-khao-gia-nha\/","title":{"rendered":"Sinh vi\u00ean n\u0103m nh\u1ea5t \u1ee9ng d\u1ee5ng AI x\u00e2y n\u1ec1n t\u1ea3ng tham kh\u1ea3o gi\u00e1 nh\u00e0 t\u1ea1i H\u00e0 N\u1ed9i"},"content":{"rendered":"

D\u1ef1 \u00e1n \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n trong h\u1ecdc ph\u1ea7n \u201cAdvanced Programming\u201d (L\u1eadp tr\u00ecnh n\u00e2ng cao), cho th\u1ea5y c\u00e1ch sinh vi\u00ean v\u1eadn d\u1ee5ng ki\u1ebfn th\u1ee9c l\u1eadp tr\u00ecnh \u0111\u1ec3 x\u00e2y d\u1ef1ng m\u1ed9t s\u1ea3n ph\u1ea9m h\u01b0\u1edbng t\u1edbi gi\u1ea3i quy\u1ebft nhu c\u1ea7u th\u1ef1c t\u1ebf.<\/span><\/p>\n

Gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 d\u1eef li\u1ec7u ph\u00e2n t\u00e1n, h\u1ed7 tr\u1ee3 tham kh\u1ea3o gi\u00e1 nh\u00e0<\/b><\/span><\/p>\n

Hi\u1ec7n nay, th\u00f4ng tin v\u1ec1 nh\u00e0 \u0111\u1ea5t \u0111\u01b0\u1ee3c \u0111\u0103ng t\u1ea3i tr\u00ean nhi\u1ec1u website v\u1edbi c\u00e1ch tr\u00ecnh b\u00e0y v\u00e0 c\u1eadp nh\u1eadt kh\u00e1c nhau. Ng\u01b0\u1eddi mua ho\u1eb7c nh\u00e0 \u0111\u1ea7u t\u01b0 th\u01b0\u1eddng ph\u1ea3i m\u1edf nhi\u1ec1u ngu\u1ed3n, t\u1ef1 \u0111\u1ed1i chi\u1ebfu gi\u00e1, di\u1ec7n t\u00edch v\u00e0 v\u1ecb tr\u00ed \u0111\u1ec3 h\u00ecnh dung m\u1eb7t b\u1eb1ng gi\u00e1 c\u1ee7a khu v\u1ef1c m\u00ecnh quan t\u00e2m.<\/span><\/p>\n

Xu\u1ea5t ph\u00e1t t\u1eeb th\u1ef1c t\u1ebf \u0111\u00f3, nh\u00f3m sinh vi\u00ean Asia University Program x\u00e2y d\u1ef1ng \u201cHanoi Housing Market Dashboard\u201d v\u1edbi m\u1ee5c ti\u00eau t\u1eadp h\u1ee3p d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n v\u1ec1 m\u1ed9t h\u1ec7 th\u1ed1ng th\u1ed1ng nh\u1ea5t. Sau khi \u0111\u01b0\u1ee3c thu th\u1eadp, c\u00e1c th\u00f4ng tin nh\u01b0 gi\u00e1 b\u00e1n, di\u1ec7n t\u00edch, \u0111\u1ecba ch\u1ec9 v\u00e0 lo\u1ea1i h\u00ecnh b\u1ea5t \u0111\u1ed9ng s\u1ea3n s\u1ebd \u0111\u01b0\u1ee3c chu\u1ea9n h\u00f3a \u0111\u1ec3 ph\u1ee5c v\u1ee5 qu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch.<\/span><\/p>\n

Ngo\u00e0i hi\u1ec3n th\u1ecb danh s\u00e1ch tin \u0111\u0103ng, n\u1ec1n t\u1ea3ng c\u00f2n t\u00ednh \u0111\u01a1n gi\u00e1 tr\u00ean m\u1ed7i m\u00e9t vu\u00f4ng v\u00e0 so s\u00e1nh v\u1edbi nh\u1eefng b\u1ea5t \u0111\u1ed9ng s\u1ea3n c\u00f3 \u0111\u1eb7c \u0111i\u1ec3m t\u01b0\u01a1ng \u0111\u1ed3ng trong c\u00f9ng khu v\u1ef1c. C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y gi\u00fap ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u00eam g\u00f3c nh\u00ecn khi \u0111\u00e1nh gi\u00e1 m\u1ed9t c\u0103n nh\u00e0 \u0111ang \u0111\u01b0\u1ee3c ch\u00e0o b\u00e1n \u1edf m\u1ee9c th\u1ea5p, h\u1ee3p l\u00fd hay cao h\u01a1n m\u1eb7t b\u1eb1ng d\u1eef li\u1ec7u.<\/span><\/p>\n

Vi\u1ec7c t\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u c\u0169ng gi\u00fap r\u00fat ng\u1eafn th\u1eddi gian t\u00ecm ki\u1ebfm, ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 theo d\u00f5i c\u00e1c ch\u1ec9 s\u1ed1 v\u00e0 bi\u1ec3u \u0111\u1ed3 t\u1ed5ng h\u1ee3p \u0111\u1ec3 nhanh ch\u00f3ng n\u1eafm \u0111\u01b0\u1ee3c xu h\u01b0\u1edbng gi\u00e1 t\u1ea1i t\u1eebng qu\u1eadn ho\u1eb7c t\u1eebng ph\u00e2n kh\u00fac nh\u00e0 \u1edf.<\/span><\/p>\n

\"Nh\u00f3m
Nh\u00f3m sinh vi\u00ean Asia University Program tr\u00ecnh b\u00e0y ki\u1ebfn tr\u00fac v\u1eadn h\u00e0nh c\u1ee7a \u201cHanoi Housing Market Dashboard\u201d, t\u1eeb kh\u00e2u thu th\u1eadp, l\u01b0u tr\u1eef \u0111\u1ebfn ph\u00e2n t\u00edch v\u00e0 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u b\u1ea5t \u0111\u1ed9ng s\u1ea3n<\/figcaption><\/figure>\n

K\u1ebft h\u1ee3p AI v\u1edbi d\u1eef li\u1ec7u th\u1ecb tr\u01b0\u1eddng \u0111\u1ec3 \u0111\u01b0a ra d\u1ea3i gi\u00e1 tham kh\u1ea3o<\/b><\/span><\/p>\n

\u0110i\u1ec3m n\u1ed5i b\u1eadt c\u1ee7a \u201cHanoi Housing Market Dashboard\u201d n\u1eb1m \u1edf quy tr\u00ecnh x\u1eed l\u00fd d\u1eef li\u1ec7u tr\u01b0\u1edbc khi \u0111\u01b0a ra k\u1ebft qu\u1ea3 cho ng\u01b0\u1eddi d\u00f9ng.<\/span><\/p>\n

H\u1ec7 th\u1ed1ng tr\u01b0\u1edbc ti\u00ean thu th\u1eadp th\u00f4ng tin t\u1eeb c\u00e1c website b\u1ea5t \u0111\u1ed9ng s\u1ea3n, sau \u0111\u00f3 l\u00e0m s\u1ea1ch v\u00e0 chu\u1ea9n h\u00f3a d\u1eef li\u1ec7u \u0111\u1ec3 c\u00e1c tin \u0111\u0103ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c so s\u00e1nh tr\u00ean c\u00f9ng m\u1ed9t ti\u00eau ch\u00ed. Nh\u00f3m c\u0169ng \u00e1p d\u1ee5ng ph\u01b0\u01a1ng ph\u00e1p th\u1ed1ng k\u00ea nh\u1eb1m nh\u1eadn di\u1ec7n nh\u1eefng m\u1ee9c gi\u00e1 b\u1ea5t th\u01b0\u1eddng, qua \u0111\u00f3 h\u1ea1n ch\u1ebf \u1ea3nh h\u01b0\u1edfng c\u1ee7a c\u00e1c d\u1eef li\u1ec7u ch\u00eanh l\u1ec7ch qu\u00e1 l\u1edbn \u0111\u1ebfn k\u1ebft qu\u1ea3 chung.<\/span><\/p>\n

Tr\u00ean n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u \u0111\u00e3 \u0111\u01b0\u1ee3c x\u1eed l\u00fd, AI h\u1ed7 tr\u1ee3 x\u00e2y d\u1ef1ng ba m\u1ed1c gi\u00e1 g\u1ed3m th\u1ea5p, h\u1ee3p l\u00fd v\u00e0 cao cho t\u1eebng b\u1ea5t \u0111\u1ed9ng s\u1ea3n. N\u1ec1n t\u1ea3ng \u0111\u1ed3ng th\u1eddi t\u1ef1 \u0111\u1ed9ng l\u1ef1a ch\u1ecdn nh\u1eefng c\u0103n c\u00f3 \u0111\u1eb7c \u0111i\u1ec3m g\u1ea7n gi\u1ed1ng trong c\u00f9ng khu v\u1ef1c \u0111\u1ec3 \u0111\u1ed1i chi\u1ebfu, gi\u00fap ng\u01b0\u1eddi d\u00f9ng nh\u1eadn bi\u1ebft m\u1ee9c gi\u00e1 \u0111ang \u0111\u01b0\u1ee3c ch\u00e0o b\u00e1n n\u1eb1m \u1edf \u0111\u00e2u so v\u1edbi m\u1eb7t b\u1eb1ng d\u1eef li\u1ec7u.<\/span><\/p>\n

Chia s\u1ebb v\u1ec1 c\u00e1ch s\u1ea3n ph\u1ea9m ho\u1ea1t \u0111\u1ed9ng, T\u1ea1 \u0110\u1ee9c Duy, th\u00e0nh vi\u00ean d\u1ef1 \u00e1n, sinh vi\u00ean ng\u00e0nh C\u00f4ng ngh\u1ec7 b\u00e1n d\u1eabn t\u1ea1i Asia University Program cho bi\u1ebft: <\/span>\u201cThay v\u00ec ch\u1ec9 \u0111\u01b0a ra m\u1ed9t con s\u1ed1, h\u1ec7 th\u1ed1ng x\u00e2y d\u1ef1ng kho\u1ea3ng gi\u00e1 v\u00e0 l\u1ef1a ch\u1ecdn nh\u1eefng b\u1ea5t \u0111\u1ed9ng s\u1ea3n t\u01b0\u01a1ng \u0111\u1ed3ng \u0111\u1ec3 so s\u00e1nh. Qua \u0111\u00f3, ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u00eam th\u00f4ng tin tr\u01b0\u1edbc khi c\u00e2n nh\u1eafc mua ho\u1eb7c th\u01b0\u01a1ng l\u01b0\u1ee3ng gi\u00e1\u201d, <\/span><\/i>\u0110\u1ee9c Duy chia s\u1ebb.<\/span><\/p>\n

K\u1ebft qu\u1ea3 ph\u00e2n t\u00edch \u0111\u01b0\u1ee3c tr\u00ecnh b\u00e0y tr\u00ean giao di\u1ec7n web d\u01b0\u1edbi d\u1ea1ng bi\u1ec3u \u0111\u1ed3 v\u00e0 b\u1ea3ng th\u1ed1ng k\u00ea. Ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 theo d\u00f5i \u0111\u01a1n gi\u00e1 trung b\u00ecnh theo t\u1eebng qu\u1eadn, ph\u00e2n b\u1ed1 b\u1ea5t \u0111\u1ed9ng s\u1ea3n theo nh\u00f3m ng\u00e2n s\u00e1ch, m\u1ed1i li\u00ean h\u1ec7 gi\u1eefa gi\u00e1 v\u00e0 di\u1ec7n t\u00edch, \u0111\u1ed3ng th\u1eddi so s\u00e1nh d\u1eef li\u1ec7u gi\u1eefa c\u00e1c khu v\u1ef1c m\u1ed9t c\u00e1ch tr\u1ef1c quan.<\/span><\/p>\n

\"Giao
Giao di\u1ec7n ph\u00e2n t\u00edch c\u1ee7a \u201cHanoi Housing Market Dashboard\u201d hi\u1ec3n th\u1ecb c\u00e1c ch\u1ec9 s\u1ed1, bi\u1ec3u \u0111\u1ed3 so s\u00e1nh gi\u00e1 theo qu\u1eadn, nh\u00f3m ng\u00e2n s\u00e1ch v\u00e0 danh s\u00e1ch b\u1ea5t \u0111\u1ed9ng s\u1ea3n tham kh\u1ea3o<\/figcaption><\/figure>\n

R\u00e8n t\u01b0 duy ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m ngay t\u1eeb n\u0103m \u0111\u1ea7u \u0111\u1ea1i h\u1ecdc<\/b><\/span><\/p>\n

\u0110\u1ec3 ho\u00e0n thi\u1ec7n \u201cHanoi Housing Market Dashboard\u201d, nh\u00f3m sinh vi\u00ean ph\u1ea3i ph\u1ed1i h\u1ee3p nhi\u1ec1u ph\u1ea7n vi\u1ec7c kh\u00e1c nhau, t\u1eeb thu th\u1eadp v\u00e0 l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u \u0111\u1ebfn x\u00e2y d\u1ef1ng c\u01a1 s\u1edf l\u01b0u tr\u1eef, t\u00edch h\u1ee3p AI v\u00e0 ph\u00e1t tri\u1ec3n giao di\u1ec7n web. M\u1ed7i th\u00e0nh vi\u00ean ph\u1ee5 tr\u00e1ch m\u1ed9t kh\u00e2u, nh\u01b0ng to\u00e0n b\u1ed9 h\u1ec7 th\u1ed1ng ch\u1ec9 c\u00f3 th\u1ec3 v\u1eadn h\u00e0nh khi d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c chuy\u1ec3n ti\u1ebfp ch\u00ednh x\u00e1c v\u00e0 c\u00e1c ch\u1ee9c n\u0103ng \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i \u0111\u1ed3ng b\u1ed9.<\/span><\/p>\n

Qu\u00e1 tr\u00ecnh n\u00e0y c\u0169ng gi\u00fap ng\u01b0\u1eddi h\u1ecdc chuy\u1ec3n t\u1eeb t\u01b0 duy ho\u00e0n th\u00e0nh nhi\u1ec7m v\u1ee5 ri\u00eang l\u1ebb sang c\u00e1ch ti\u1ebfp c\u1eadn c\u1ee7a m\u1ed9t nh\u00f3m ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m. B\u00ean c\u1ea1nh k\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh, c\u00e1c b\u1ea1n t\u1eebng b\u01b0\u1edbc r\u00e8n luy\u1ec7n kh\u1ea3 n\u0103ng giao ti\u1ebfp, tr\u00ecnh b\u00e0y \u00fd t\u01b0\u1edfng, qu\u1ea3n l\u00fd th\u1eddi gian, ti\u1ebfp nh\u1eadn ph\u1ea3n h\u1ed3i v\u00e0 ho\u00e0n thi\u1ec7n s\u1ea3n ph\u1ea9m. \u0110\u00e2y l\u00e0 n\u1ec1n t\u1ea3ng \u0111\u1ec3 ng\u01b0\u1eddi h\u1ecdc n\u00e2ng cao kh\u1ea3 n\u0103ng th\u00edch nghi, trao \u0111\u1ed5i chuy\u00ean m\u00f4n v\u00e0 n\u00e2ng cao tr\u00ecnh \u0111\u1ed9 trong c\u00e1c d\u1ef1 \u00e1n kh\u00e1c t\u01b0\u01a1ng lai.<\/span><\/p>\n

\u1ede phi\u00ean b\u1ea3n hi\u1ec7n t\u1ea1i, n\u1ec1n t\u1ea3ng \u0111\u00e3 c\u00f3 th\u1ec3 thu th\u1eadp, x\u1eed l\u00fd v\u00e0 hi\u1ec3n th\u1ecb d\u1eef li\u1ec7u b\u1ea5t \u0111\u1ed9ng s\u1ea3n tr\u00ean giao di\u1ec7n web. C\u00e1c th\u00e0nh vi\u00ean d\u1ef1 \u00e1n d\u1ef1 ki\u1ebfn ti\u1ebfp t\u1ee5c b\u1ed5 sung kh\u1ea3 n\u0103ng c\u1eadp nh\u1eadt g\u1ea7n theo th\u1eddi gian th\u1ef1c, c\u1ea3i thi\u1ec7n vi\u1ec7c nh\u1eadn di\u1ec7n c\u00e1ch di\u1ec5n \u0111\u1ea1t trong tin \u0111\u0103ng v\u00e0 t\u00edch h\u1ee3p d\u1eef li\u1ec7u v\u1ecb tr\u00ed \u0111\u1ec3 h\u1ed7 tr\u1ee3 t\u00ecm ki\u1ebfm theo khu v\u1ef1c ch\u00ednh x\u00e1c h\u01a1n.<\/span><\/p>\n

Vi\u1ec7c ho\u00e0n thi\u1ec7n m\u1ed9t s\u1ea3n ph\u1ea9m c\u00f3 kh\u1ea3 n\u0103ng v\u1eadn h\u00e0nh ngay t\u1eeb n\u0103m \u0111\u1ea7u \u0111\u1ea1i h\u1ecdc gi\u00fap sinh vi\u00ean t\u00edch l\u0169y kinh nghi\u1ec7m l\u00e0m vi\u1ec7c theo nh\u00f3m, hi\u1ec3u r\u00f5 m\u1ed1i li\u00ean h\u1ec7 gi\u1eefa d\u1eef li\u1ec7u, AI v\u00e0 nhu c\u1ea7u th\u1ef1c t\u1ebf, \u0111\u1ed3ng th\u1eddi t\u1ea1o n\u1ec1n t\u1ea3ng \u0111\u1ec3 ti\u1ebfp t\u1ee5c tham gia c\u00e1c d\u1ef1 \u00e1n c\u00f4ng ngh\u1ec7 \u1edf nh\u1eefng giai \u0111o\u1ea1n sau.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

Nh\u00f3m sinh vi\u00ean Asia University Program \u0111\u00e3 ph\u00e1t tri\u1ec3n \u201cHanoi Housing Market Dashboard\u201d – n\u1ec1n t\u1ea3ng \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) h\u1ed7 tr\u1ee3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u th\u1ecb tr\u01b0\u1eddng nh\u00e0 \u1edf t\u1ea1i H\u00e0 N\u1ed9i.<\/span><\/p>\n","protected":false},"author":4,"featured_media":39619,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1,17],"tags":[552,562,544],"class_list":["post-39618","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc","category-tin-tuc-chung","tag-advanced-programming","tag-hanoi-housing-market-dashboard","tag-sinh-vien-asia-university-program","post_format-post-format-0"],"_links":{"self":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts\/39618","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/comments?post=39618"}],"version-history":[{"count":0,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts\/39618\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/media\/39619"}],"wp:attachment":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/media?parent=39618"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/categories?post=39618"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/tags?post=39618"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}