{"id":1653,"date":"2023-11-01T11:47:41","date_gmt":"2023-11-01T04:47:41","guid":{"rendered":"https:\/\/www.gdsonline.tech\/?p=1653"},"modified":"2024-04-04T10:08:07","modified_gmt":"2024-04-04T10:08:07","slug":"chu-thich-du-lieu-chat-luong","status":"publish","type":"post","link":"https:\/\/www.gdsonline.tech\/vi\/chu-thich-du-lieu-chat-luong\/","title":{"rendered":"C\u1ea7n l\u00e0m g\u00ec \u0111\u1ec3 c\u00f3 ngu\u1ed3n ch\u00fa th\u00edch d\u1eef li\u1ec7u ch\u1ea5t l\u01b0\u1ee3ng cho M\u00e1y h\u1ecdc?"},"content":{"rendered":"

\"C\u1ea7n<\/b><\/h2>\n

<\/span>Vai tr\u00f2 c\u1ee7a ch\u00fa th\u00edch d\u1eef li\u1ec7u\u00a0<\/b><\/span><\/h2>\n

S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111\u00e3 thay \u0111\u1ed5i c\u00e1ch th\u1ebf gi\u1edbi v\u1eadn h\u00e0nh, nhi\u1ec1u ng\u00e0nh ngh\u1ec1 \u0111\u00e3 \u1ee9ng d\u1ee5ng AI trong h\u00e0ng tri\u1ec7u d\u1ef1 \u00e1n kh\u00e1c nhau. \u0110i\u1ec1u n\u00e0y d\u1eabn \u0111\u1ebfn m\u1ed9t th\u1ef1c t\u1ebf y\u00eau c\u1ea7u m\u1ed9t l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c ch\u00fa th\u00edch \u0111\u1ec3 thu\u1eadt to\u00e1n c\u1ee7a M\u00e1y h\u1ecdc \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng ki\u1ebfn th\u1ee9c \u0111\u00f3 \u0111\u1ec3 \u0111\u01b0a ra nh\u1eefng d\u1ef1 \u0111o\u00e1n h\u1eefu \u00edch. H\u00e3y c\u00f9ng t\u00ecm hi\u1ec3u vai tr\u00f2 c\u1ee7a ch\u00fa th\u00edch d\u1eef li\u1ec7u trong qu\u00e1 tr\u00ecnh n\u00e0y v\u00e0 c\u00e1c k\u1ef9 thu\u1eadt \u0111\u1ec3 c\u00f3 \u0111\u01b0\u1ee3c nh\u1eefng d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c ch\u00fa th\u00edch \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng.<\/p>\n

Theo c\u00e1ch hi\u1ec3u \u0111\u01a1n gi\u1ea3n, ch\u00fa th\u00edch d\u1eef li\u1ec7u l\u00e0 qu\u00e1 tr\u00ecnh g\u00e1n nh\u00e3n d\u1eef li\u1ec7u cho c\u00e1c \u0111\u1ed1i t\u01b0\u1ee3ng trong c\u00e1c lo\u1ea1i d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c thu th\u1eadp nh\u01b0 h\u00ecnh \u1ea3nh, video, v\u0103n b\u1ea3n …C\u00e1c thu\u1eadt to\u00e1n c\u1ee7a M\u00e1y h\u1ecdc s\u1ebd s\u1eed d\u1ee5ng d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c ch\u00fa th\u00edch \u0111\u1ec3 t\u00ecm hi\u1ec3u, nh\u1eadn d\u1ea1ng \u0111\u1ed1i t\u01b0\u1ee3ng. Khi c\u00e1c c\u00f4ng ty AI \u0111\u00e0o t\u1ea1o c\u00e1c m\u00f4 h\u00ecnh v\u1edbi d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c ch\u00fa th\u00edch ch\u1ea5t l\u01b0\u1ee3ng th\u1ea5p th\u00ec M\u00e1y h\u1ecdc s\u1ebd kh\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0a ra nh\u1eefng d\u1ef1 \u0111o\u00e1n ch\u00ednh x\u00e1c. \u0110\u1ec3 t\u00ecm hi\u1ec3u th\u00eam chi ti\u1ebft v\u1ec1 ch\u1ee7 \u0111\u1ec1 n\u00e0y, \u0111\u1ecdc th\u00eam t\u1ea1i: Ch\u00fa th\u00edch d\u1eef li\u1ec7u l\u00e0 g\u00ec?<\/a><\/strong><\/em><\/p>\n

Trong th\u1ef1c t\u1ebf nhu c\u1ea7u s\u1ed1 l\u01b0\u1ee3ng d\u1eef li\u1ec7u c\u1ea7n \u0111\u01b0\u1ee3c ch\u00fa th\u00edch ng\u00e0y c\u00e0ng t\u0103ng, t\u1eeb \u0111\u00f3 ng\u00e0y c\u00e0ng c\u00f3 nhi\u1ec1u nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 ch\u00fa th\u00edch \u0111\u01b0\u1ee3c th\u00e0nh l\u1eadp v\u00e0 ho\u1ea1t \u0111\u1ed9ng tr\u00ean th\u1ecb tr\u01b0\u1eddng. \u0110\u1ec3 \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng c\u1ee7a c\u00e1c d\u1ef1 \u00e1n ch\u00fa th\u00edch d\u1eef li\u1ec7u v\u00e0 c\u00f3 th\u1ec3 l\u1ef1a ch\u1ecdn \u0111\u01b0\u1ee3c nh\u00e0 cung c\u1ea5p uy t\u00edn, m\u1ed7i doanh nghi\u1ec7p \u0111\u1ec1u c\u1ea7n \u0111\u1eb7t ra nh\u1eefng y\u00eau c\u1ea7u c\u1ee5 th\u1ec3 v\u1ec1 ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c g\u00e1n nh\u00e3n. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 c\u00e1ch \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng ch\u00fa th\u00edch d\u1eef li\u1ec7u.<\/p>\n

<\/span>4 c\u00e1ch \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng ch\u00fa th\u00edch d\u1eef li\u1ec7u<\/b><\/span><\/h2>\n

<\/span>X\u00e2y d\u1ef1ng c\u00e1c b\u1ea3n h\u01b0\u1edbng d\u1eabn chi ti\u1ebft tr\u01b0\u1edbc khi b\u1eaft \u0111\u1ea7u d\u1ef1 \u00e1n\u00a0\u00a0<\/b><\/span><\/h3>\n

Tr\u01b0\u1edbc khi b\u1eaft \u0111\u1ea7u b\u1ea5t k\u1ef3 d\u1ef1 \u00e1n n\u00e0o, s\u1ef1 h\u01b0\u1edbng d\u1eabn r\u00f5 r\u00e0ng l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft \u0111\u1ec3 nh\u00e2n vi\u00ean ch\u00fa th\u00edch bi\u1ebft m\u00ecnh c\u1ea7n l\u00e0m g\u00ec v\u00e0 tr\u00e1nh nh\u1eefng hi\u1ec3u l\u1ea7m. C\u00e1c h\u01b0\u1edbng d\u1eabn bao g\u1ed3m c\u00e1c y\u00eau c\u1ea7u chi ti\u1ebft:<\/p>\n

T\u1ef7 l\u1ec7 ch\u00ednh x\u00e1c<\/b><\/h4>\n

Ch\u00fang ta c\u1ea7n \u0111\u01b0a ra s\u1ed1 li\u1ec7u c\u1ee5 th\u1ec3 v\u1ec1 y\u00eau c\u1ea7u t\u1ef7 l\u1ec7 ch\u00ednh x\u00e1c v\u00e0 c\u00e1c ti\u00eau ch\u00ed \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng \u0111\u1ec3 th\u01b0\u1eddng xuy\u00ean so s\u00e1nh, ki\u1ec3m tra quy tr\u00ecnh.<\/p>\n

Tr\u00ecnh \u0111\u1ed9 chuy\u00ean m\u00f4n c\u1ee7a nh\u00e2n vi\u00ean ch\u00fa th\u00edch<\/b><\/h4>\n

C\u00f4ng vi\u1ec7c ch\u00fa th\u00edch d\u1eef li\u1ec7u kh\u00f4ng qu\u00e1 kh\u00f3, ch\u1ec9 c\u1ea7n th\u1eddi gian \u0111\u00e0o t\u1ea1o ng\u1eafn l\u00e0 c\u00f3 th\u1ec3 th\u00e0nh th\u1ea1o c\u00e1c k\u1ef9 n\u0103ng ch\u00fa th\u00edch d\u1eef li\u1ec7u c\u01a1 b\u1ea3n. Tuy nhi\u00ean, t\u00f9y theo t\u1eebng d\u1ef1 \u00e1n v\u00e0 y\u00eau c\u1ea7u c\u1ee5 th\u1ec3 c\u1ee7a ng\u00e0nh ngh\u1ec1, kh\u00e1ch h\u00e0ng m\u00e0 s\u1ef1 \u0111a d\u1ea1ng trong kinh nghi\u1ec7m c\u00f3 th\u1ec3 \u0111\u00e1p \u1ee9ng linh ho\u1ea1t. Trong m\u1ed9t nh\u00f3m c\u00f3 th\u1ec3 k\u1ebft h\u1ee3p ng\u01b0\u1eddi kinh nghi\u1ec7m l\u00e2u n\u0103m v\u00e0 ng\u01b0\u1eddi c\u00f3 kinh nghi\u1ec7m c\u01a1 b\u1ea3n \u0111\u1ec3 v\u1eeba \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng ch\u00fa th\u00edch d\u1eef li\u1ec7u v\u1eeba ti\u1ebft ki\u1ec7m ng\u00e2n s\u00e1ch.<\/p>\n

Ti\u00eau chu\u1ea9n c\u1ee7a m\u1ed9t k\u1ebft qu\u1ea3 l\u00fd t\u01b0\u1edfng<\/b><\/h4>\n

Khung ti\u00eau chu\u1ea9n l\u00e0 y\u1ebfu t\u1ed1 then ch\u1ed1t \u0111\u1ec3 nh\u00e0 qu\u1ea3n l\u00fd h\u00ecnh dung \u0111\u01b0\u1ee3c con s\u1ed1 m\u1ee5c ti\u00eau c\u1ee5 th\u1ec3, t\u1eeb \u0111\u00f3 nh\u00e0 qu\u1ea3n l\u00fd s\u1ebd l\u00ean b\u1ea3n k\u1ebf ho\u1ea1ch \u0111\u1ec3 d\u1ef1 \u00e1n \u0111i \u0111\u00fang h\u01b0\u1edbng. \u0110\u00e2y c\u0169ng l\u00e0 c\u01a1 s\u1edf \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 hi\u1ec7u su\u1ea5t c\u1ee7a nh\u00e2n vi\u00ean ch\u00fa th\u00edch v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u ch\u00fa th\u00edch trong d\u1ef1 \u00e1n, t\u1eeb \u0111\u00f3 ng\u01b0\u1eddi qu\u1ea3n l\u00fd d\u1ef1 \u00e1n c\u00f3 th\u1ec3 \u0111\u01b0a ra c\u00e1c ph\u01b0\u01a1ng \u00e1n \u0111i\u1ec1u ch\u1ec9nh linh ho\u1ea1t khi x\u1ea3y ra v\u1ea5n \u0111\u1ec1.<\/p>\n

D\u1ef1 \u00e1n th\u00ed \u0111i\u1ec3m<\/b><\/h4>\n

Tr\u01b0\u1edbc khi tri\u1ec3n khai d\u1ef1 \u00e1n tr\u00ean quy m\u00f4 l\u1edbn, \u0111\u1ec3 tr\u00e1nh r\u1ee7i ro, b\u01b0\u1edbc th\u00ed \u0111i\u1ec3m d\u1ef1 \u00e1n l\u00e0 c\u1ea7n thi\u1ebft. Q\u00faa tr\u00ecnh n\u00e0y s\u1ebd gi\u00fap nh\u00f3m x\u00e1c \u0111\u1ecbnh v\u00e0 \u0111\u00e1nh gi\u00e1 \u0111\u01b0\u1ee3c th\u1eddi gian th\u1ef1c t\u1ebf ho\u00e0n th\u00e0nh d\u1ef1 \u00e1n v\u00e0 hi\u1ec7u su\u1ea5t trung b\u00ecnh c\u1ee7a ng\u01b0\u1eddi ch\u00fa th\u00edch, t\u1eeb \u0111\u00f3 \u0111i\u1ec1u ch\u1ec9nh qu\u00e1 tr\u00ecnh \u0111\u00e0o t\u1ea1o ban \u0111\u1ea7u n\u1ebfu c\u1ea7n v\u00e0 \u0111\u1eb7t l\u1ea1i c\u00e1c m\u1ee5c ti\u00eau ph\u00f9 h\u1ee3p.<\/p>\n

\"X\u00e2y<\/p>\n

<\/span>\u00c1p d\u1ee5ng quy tr\u00ecnh \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng (QA)<\/b><\/span><\/h3>\n

T\u00edch h\u1ee3p quy tr\u00ecnh \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng nhi\u1ec1u b\u01b0\u1edbc v\u00e0o t\u1eebng d\u1ef1 \u00e1n l\u00e0 m\u1ed9t ph\u01b0\u01a1ng \u00e1n ph\u00f9 h\u1ee3p \u0111\u1ec3 \u0111\u00e1p \u1ee9ng c\u00e1c ti\u00eau chu\u1ea9n cao c\u1ee7a kh\u00e1ch h\u00e0ng tr\u00ean to\u00e0n c\u1ea7u. LTS GDS \u00e1p d\u1ee5ng c\u00e1c quy tr\u00ecnh \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng bao g\u1ed3m 4 b\u01b0\u1edbc: t\u1ef1 ki\u1ec3m tra, ki\u1ec3m tra ch\u00e9o, ki\u1ec3m tra theo chi\u1ec1u d\u1ecdc v\u00e0 ki\u1ec3m tra ng\u1eabu nhi\u00ean l\u1ea7n cu\u1ed1i.<\/p>\n

T\u1ef1 ki\u1ec3m tra (Self check)<\/b><\/h4>\n

Nh\u00e2n vi\u00ean ch\u00fa th\u00edch c\u1ea7n ki\u1ec3m tra c\u00e1c t\u00e1c v\u1ee5 c\u1ee7a m\u00ecnh \u0111\u1ec3 ph\u00e1t hi\u1ec7n l\u1ed7i, ngo\u00e0i ra h\u1ecd c\u1ea7n t\u1ef1 \u0111\u00e1nh gi\u00e1 k\u1ebft qu\u1ea3 th\u1ef1c hi\u1ec7n th\u00f4ng qua kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c \u0111\u00e3 ho\u00e0n th\u00e0nh v\u00e0 s\u1ed1 l\u1ea7n ph\u1ea3i l\u00e0m l\u1ea1i.<\/p>\n

Ki\u1ec3m tra ch\u00e9o (Cross check)<\/b><\/h4>\n

Khi nh\u00e2n vi\u00ean ch\u00fa th\u00edch th\u1ef1c hi\u1ec7n m\u1ed9t l\u01b0\u1ee3ng l\u1edbn c\u00f4ng vi\u1ec7c l\u1eb7p l\u1ea1i nhi\u1ec1u l\u1ea7n, h\u1ecd c\u00f3 th\u1ec3 kh\u00f3 nh\u1eadn ra l\u1ed7i mang t\u00ednh h\u1ec7 th\u1ed1ng c\u1ee7a m\u00ecnh. L\u00fac n\u00e0y \u0111\u1ed3ng nghi\u1ec7p s\u1ebd gi\u00fap b\u1ea1n ph\u00e1t hi\u1ec7n ra nh\u1eefng sai l\u1ea7m c\u1ee7a m\u00ecnh.<\/p>\n

Ki\u1ec3m tra theo chi\u1ec1u d\u1ecdc (Vertical review)<\/b><\/h4>\n

\u1ede b\u01b0\u1edbc n\u00e0y, ng\u01b0\u1eddi qu\u1ea3n l\u00fd d\u1ef1 \u00e1n s\u1ebd ch\u1ecbu tr\u00e1ch nhi\u1ec7m ki\u1ec3m tra to\u00e0n b\u1ed9 d\u1ef1 \u00e1n v\u00e0 k\u1ebft qu\u1ea3 l\u00e0m vi\u1ec7c c\u1ee7a c\u00e1c th\u00e0nh vi\u00ean trong nh\u00f3m. V\u1edbi nhi\u1ec1u n\u0103m kinh nghi\u1ec7m c\u00f9ng kh\u1ea3 n\u0103ng hi\u1ec3u r\u00f5 y\u00eau c\u1ea7u d\u1ef1 \u00e1n \u0111\u1ec3 \u0111\u00e0o t\u1ea1o c\u00e1c th\u00e0nh vi\u00ean m\u1ed9t c\u00e1ch chi ti\u1ebft, ng\u01b0\u1eddi qu\u1ea3n l\u00fd d\u1ef1 \u00e1n ch\u00ednh l\u00e0 ng\u01b0\u1eddi \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u hi\u1ec7u qu\u1ea3 trong giai \u0111o\u1ea1n n\u00e0y.<\/p>\n

Ki\u1ec3m tra ng\u1eabu nhi\u00ean l\u1ea7n cu\u1ed1i (Final random inspection)<\/b><\/h4>\n

Kh\u00f4ng ph\u1ea3i d\u1ef1 \u00e1n n\u00e0o c\u0169ng c\u1ea7n th\u1ef1c hi\u1ec7n \u0111\u1ee7 4 b\u01b0\u1edbc trong quy tr\u00ecnh \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng, tuy nhi\u00ean \u0111\u1ed1i v\u1edbi nh\u1eefng d\u1ef1 \u00e1n y\u00eau c\u1ea7u t\u1ef7 l\u1ec7 ch\u00ednh x\u00e1c tuy\u1ec7t \u0111\u1ed1i l\u00ean t\u1edbi 100% th\u00ec b\u01b0\u1edbc ki\u1ec3m tra ng\u1eabu nhi\u00ean tr\u01b0\u1edbc khi b\u00e0n giao d\u1ef1 \u00e1n r\u1ea5t quan tr\u1ecdng. \u0110\u1ed9i nh\u00f3m ch\u1ecbu tr\u00e1ch nhi\u1ec7m trong giai \u0111o\u1ea1n n\u00e0y s\u1ebd ki\u1ec3m tra ng\u1eabu nhi\u00ean \u00edt nh\u1ea5t 30% kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c c\u1ee7a d\u1ef1 \u00e1n, song song v\u1edbi \u0111\u00f3 s\u1ebd c\u1ea7n \u0111\u1ed1i chi\u1ebfu v\u00e0 ph\u1ea3n h\u1ed3i k\u1ecbp th\u1eddi nh\u1eefng y\u00eau c\u1ea7u t\u1eeb kh\u00e1ch h\u00e0ng. M\u1ed9t chu tr\u00ecnh \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng nhi\u1ec1u l\u1edbp s\u1ebd gi\u00fap d\u1ef1 \u00e1n ch\u00fa th\u00edch d\u1eef li\u1ec7u \u0111\u1ea1t \u0111\u01b0\u1ee3c k\u1ebft qu\u1ea3 t\u1ed1t nh\u1ea5t.<\/p>\n

\"\u00c1p<\/p>\n

<\/span>Cung c\u1ea5p ph\u1ea3n h\u1ed3i th\u01b0\u1eddng xuy\u00ean<\/b><\/span><\/h3>\n

Trong qu\u00e1 tr\u00ecnh th\u1ef1c hi\u1ec7n, kh\u00e1ch h\u00e0ng v\u00e0 nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 ch\u00fa th\u00edch s\u1ebd c\u1ea7n th\u01b0\u1eddng xuy\u00ean \u0111\u00e1nh gi\u00e1 ti\u1ebfn \u0111\u1ed9 c\u00f4ng vi\u1ec7c \u0111\u1ec3 chu\u1ea9n b\u1ecb c\u00e1c ph\u01b0\u01a1ng \u00e1n ph\u00f9 h\u1ee3p cho c\u00e1c v\u1ea5n \u0111\u1ec1 c\u00f3 th\u1ec3 x\u1ea3y ra. B\u00ean c\u1ea1nh \u0111\u00f3, khi c\u00f3 s\u1ef1 ph\u1ea3n h\u1ed3i k\u1ecbp th\u1eddi gi\u1eefa hai b\u00ean s\u1ebd tr\u00e1nh l\u00e3ng ph\u00ed th\u1eddi gian cho nh\u1eefng sai s\u00f3t c\u0169ng nh\u01b0 gi\u00fap d\u1ef1 \u00e1n \u0111\u1ea1t \u0111\u01b0\u1ee3c ch\u1ea5t l\u01b0\u1ee3ng t\u1ed1t nh\u1ea5t.<\/p>\n

\"Cung<\/p>\n

<\/span>C\u00e2n nh\u1eafc h\u1ee3p t\u00e1c v\u1edbi nh\u00e0 cung c\u1ea5p c\u00f3 nhi\u1ec1u n\u0103m kinh nghi\u1ec7m<\/b><\/span><\/h3>\n

\u0110\u1ec3 c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c k\u1ebft qu\u1ea3 t\u1ed1t trong b\u1ea5t k\u1ef3 d\u1ef1 \u00e1n n\u00e0o, ngu\u1ed3n nh\u00e2n l\u1ef1c lu\u00f4n l\u00e0 y\u1ebfu t\u1ed1 then ch\u1ed1t. V\u00ec th\u1ebf, \u01b0u ti\u00ean h\u00e0ng \u0111\u1ea7u l\u00e0 t\u00ecm ki\u1ebfm nh\u1eefng nh\u00e0 cung c\u1ea5p c\u00f3 kinh nghi\u1ec7m qu\u1ea3n l\u00fd \u0111\u1ed9i ng\u0169 nh\u00e2n s\u1ef1 linh ho\u1ea1t. B\u00ean c\u1ea1nh vi\u1ec7c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc d\u1ef1 \u00e1n, c\u1ea7n th\u01b0\u1eddng xuy\u00ean h\u1ecdp \u0111\u1ecbnh k\u1ef3 trong khi ch\u1ea1y d\u1ef1 \u00e1n v\u00e0 nh\u1eadn x\u00e9t \u0111\u00e1nh gi\u00e1 t\u1ea5t c\u1ea3 nh\u00e2n vi\u00ean sau khi k\u1ebft th\u00fac d\u1ef1 \u00e1n. \u0110\u1eb7c bi\u1ec7t, v\u1edbi c\u00e1c th\u00e0nh vi\u00ean l\u00e0m vi\u1ec7c online th\u00ec vi\u1ec7c trao \u0111\u1ed5i, th\u1ea3o lu\u1eadn k\u1ecbp th\u1eddi l\u00e0 r\u1ea5t c\u1ea7n thi\u1ebft. X\u00e2y d\u1ef1ng ngu\u1ed3n nh\u00e2n s\u1ef1 ch\u1ea5t l\u01b0\u1ee3ng s\u1ebd g\u00f3p ph\u1ea7n t\u1ea1o n\u00ean nh\u1eefng d\u1ef1 \u00e1n ch\u00fa th\u00edch d\u1eef li\u1ec7u ch\u1ea5t l\u01b0\u1ee3ng.<\/p>\n

\"C\u00e2n<\/p>\n

LTS GDS r\u1ea5t vinh d\u1ef1 khi nh\u1eadn \u0111\u01b0\u1ee3c gi\u1ea3i th\u01b0\u1edfng\u00a0Sao Khu\u00ea danh gi\u00e1 2021<\/a> cho d\u1ecbch v\u1ee5 Ch\u00fa th\u00edch d\u1eef li\u1ec7u xu\u1ea5t s\u1eafc. V\u1edbi \u0111\u1ed9i ng\u0169 chuy\u00ean nghi\u1ec7p v\u00e0 quy tr\u00ecnh \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng nhi\u1ec1u b\u01b0\u1edbc, ch\u00fang t\u00f4i lu\u00f4n s\u1eb5n s\u00e0ng cung c\u1ea5p d\u1ecbch v\u1ee5 ch\u00fa th\u00edch d\u1eef li\u1ec7u ch\u1ea5t l\u01b0\u1ee3ng cao cho c\u00e1c \u0111\u1ed1i t\u00e1c, kh\u00e1ch h\u00e0ng \u1edf quy m\u00f4 to\u00e0n c\u1ea7u.<\/p>\n","protected":false},"excerpt":{"rendered":"

Vai tr\u00f2 c\u1ee7a ch\u00fa th\u00edch d\u1eef li\u1ec7u\u00a0 S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111\u00e3 thay \u0111\u1ed5i c\u00e1ch th\u1ebf gi\u1edbi v\u1eadn h\u00e0nh, nhi\u1ec1u ng\u00e0nh ngh\u1ec1 \u0111\u00e3 \u1ee9ng d\u1ee5ng AI trong h\u00e0ng tri\u1ec7u d\u1ef1 \u00e1n kh\u00e1c nhau. \u0110i\u1ec1u n\u00e0y d\u1eabn \u0111\u1ebfn m\u1ed9t th\u1ef1c t\u1ebf y\u00eau c\u1ea7u m\u1ed9t l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c ch\u00fa th\u00edch \u0111\u1ec3 thu\u1eadt to\u00e1n c\u1ee7a M\u00e1y h\u1ecdc \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng ki\u1ebfn th\u1ee9c \u0111\u00f3 \u0111\u1ec3 \u0111\u01b0a ra nh\u1eefng d\u1ef1 \u0111o\u00e1n h\u1eefu \u00edch. H\u00e3y c\u00f9ng t\u00ecm hi\u1ec3u vai tr\u00f2 c\u1ee7a ch\u00fa th\u00edch d\u1eef li\u1ec7u trong qu\u00e1 tr\u00ecnh n\u00e0y v\u00e0 c\u00e1c k\u1ef9 thu\u1eadt \u0111\u1ec3 c\u00f3 \u0111\u01b0\u1ee3c nh\u1eefng d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c ch\u00fa th\u00edch \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng. Theo c\u00e1ch hi\u1ec3u \u0111\u01a1n gi\u1ea3n, ch\u00fa th\u00edch d\u1eef li\u1ec7u l\u00e0 qu\u00e1 tr\u00ecnh g\u00e1n nh\u00e3n d\u1eef li\u1ec7u cho c\u00e1c \u0111\u1ed1i t\u01b0\u1ee3ng trong c\u00e1c lo\u1ea1i d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c thu th\u1eadp nh\u01b0 h\u00ecnh \u1ea3nh, video, v\u0103n b\u1ea3n …C\u00e1c thu\u1eadt to\u00e1n c\u1ee7a M\u00e1y h\u1ecdc s\u1ebd s\u1eed d\u1ee5ng d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c ch\u00fa th\u00edch \u0111\u1ec3 t\u00ecm hi\u1ec3u, nh\u1eadn d\u1ea1ng \u0111\u1ed1i t\u01b0\u1ee3ng. Khi c\u00e1c c\u00f4ng ty AI \u0111\u00e0o t\u1ea1o c\u00e1c m\u00f4 h\u00ecnh v\u1edbi d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c ch\u00fa th\u00edch ch\u1ea5t l\u01b0\u1ee3ng th\u1ea5p th\u00ec M\u00e1y h\u1ecdc s\u1ebd kh\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0a ra nh\u1eefng d\u1ef1 \u0111o\u00e1n ch\u00ednh x\u00e1c. \u0110\u1ec3 t\u00ecm hi\u1ec3u th\u00eam chi ti\u1ebft v\u1ec1 ch\u1ee7 \u0111\u1ec1 n\u00e0y, \u0111\u1ecdc th\u00eam t\u1ea1i: Ch\u00fa th\u00edch d\u1eef li\u1ec7u l\u00e0 g\u00ec? Trong th\u1ef1c t\u1ebf nhu c\u1ea7u s\u1ed1 l\u01b0\u1ee3ng d\u1eef li\u1ec7u c\u1ea7n \u0111\u01b0\u1ee3c ch\u00fa th\u00edch ng\u00e0y c\u00e0ng t\u0103ng, t\u1eeb \u0111\u00f3 ng\u00e0y c\u00e0ng c\u00f3 nhi\u1ec1u nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 ch\u00fa th\u00edch \u0111\u01b0\u1ee3c th\u00e0nh l\u1eadp v\u00e0 ho\u1ea1t \u0111\u1ed9ng tr\u00ean th\u1ecb tr\u01b0\u1eddng. \u0110\u1ec3 \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng c\u1ee7a c\u00e1c d\u1ef1 \u00e1n ch\u00fa th\u00edch d\u1eef li\u1ec7u v\u00e0 c\u00f3 th\u1ec3 l\u1ef1a ch\u1ecdn \u0111\u01b0\u1ee3c nh\u00e0 cung c\u1ea5p uy t\u00edn, m\u1ed7i doanh nghi\u1ec7p \u0111\u1ec1u c\u1ea7n \u0111\u1eb7t ra nh\u1eefng y\u00eau c\u1ea7u c\u1ee5 th\u1ec3 v\u1ec1 ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c g\u00e1n nh\u00e3n. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 c\u00e1ch \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng ch\u00fa th\u00edch d\u1eef li\u1ec7u. 4 c\u00e1ch \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng ch\u00fa th\u00edch d\u1eef li\u1ec7u X\u00e2y d\u1ef1ng c\u00e1c b\u1ea3n h\u01b0\u1edbng d\u1eabn chi ti\u1ebft tr\u01b0\u1edbc khi b\u1eaft \u0111\u1ea7u d\u1ef1 \u00e1n\u00a0\u00a0 Tr\u01b0\u1edbc khi b\u1eaft \u0111\u1ea7u b\u1ea5t k\u1ef3 d\u1ef1 \u00e1n n\u00e0o, s\u1ef1 h\u01b0\u1edbng d\u1eabn r\u00f5 r\u00e0ng l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft \u0111\u1ec3 nh\u00e2n vi\u00ean ch\u00fa th\u00edch bi\u1ebft m\u00ecnh c\u1ea7n l\u00e0m g\u00ec v\u00e0 tr\u00e1nh nh\u1eefng hi\u1ec3u l\u1ea7m. C\u00e1c h\u01b0\u1edbng d\u1eabn bao g\u1ed3m c\u00e1c y\u00eau c\u1ea7u chi ti\u1ebft: T\u1ef7 l\u1ec7 ch\u00ednh x\u00e1c Ch\u00fang ta c\u1ea7n \u0111\u01b0a ra s\u1ed1 li\u1ec7u c\u1ee5 th\u1ec3 v\u1ec1 y\u00eau c\u1ea7u t\u1ef7 l\u1ec7 ch\u00ednh x\u00e1c v\u00e0 c\u00e1c ti\u00eau ch\u00ed \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng \u0111\u1ec3 th\u01b0\u1eddng xuy\u00ean so s\u00e1nh, ki\u1ec3m tra quy tr\u00ecnh. Tr\u00ecnh \u0111\u1ed9 chuy\u00ean m\u00f4n c\u1ee7a nh\u00e2n vi\u00ean ch\u00fa th\u00edch C\u00f4ng vi\u1ec7c ch\u00fa th\u00edch d\u1eef li\u1ec7u kh\u00f4ng qu\u00e1 kh\u00f3, ch\u1ec9 c\u1ea7n th\u1eddi gian \u0111\u00e0o t\u1ea1o ng\u1eafn l\u00e0 c\u00f3 th\u1ec3 th\u00e0nh th\u1ea1o c\u00e1c k\u1ef9 n\u0103ng ch\u00fa th\u00edch d\u1eef li\u1ec7u c\u01a1 b\u1ea3n. Tuy nhi\u00ean, t\u00f9y theo t\u1eebng d\u1ef1 \u00e1n v\u00e0 y\u00eau c\u1ea7u c\u1ee5 th\u1ec3 c\u1ee7a ng\u00e0nh ngh\u1ec1, kh\u00e1ch h\u00e0ng m\u00e0 s\u1ef1 \u0111a d\u1ea1ng trong kinh nghi\u1ec7m c\u00f3 th\u1ec3 \u0111\u00e1p \u1ee9ng linh ho\u1ea1t. Trong m\u1ed9t nh\u00f3m c\u00f3 th\u1ec3 k\u1ebft h\u1ee3p ng\u01b0\u1eddi kinh nghi\u1ec7m l\u00e2u n\u0103m v\u00e0 ng\u01b0\u1eddi c\u00f3 kinh nghi\u1ec7m c\u01a1 b\u1ea3n \u0111\u1ec3 v\u1eeba \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng ch\u00fa th\u00edch d\u1eef li\u1ec7u v\u1eeba ti\u1ebft ki\u1ec7m ng\u00e2n s\u00e1ch. Ti\u00eau chu\u1ea9n c\u1ee7a m\u1ed9t k\u1ebft qu\u1ea3 l\u00fd t\u01b0\u1edfng Khung ti\u00eau chu\u1ea9n l\u00e0 y\u1ebfu t\u1ed1 then ch\u1ed1t \u0111\u1ec3 nh\u00e0 qu\u1ea3n l\u00fd h\u00ecnh dung \u0111\u01b0\u1ee3c con s\u1ed1 m\u1ee5c ti\u00eau c\u1ee5 th\u1ec3, t\u1eeb \u0111\u00f3 nh\u00e0 qu\u1ea3n l\u00fd s\u1ebd l\u00ean b\u1ea3n k\u1ebf ho\u1ea1ch \u0111\u1ec3 d\u1ef1 \u00e1n \u0111i \u0111\u00fang h\u01b0\u1edbng. \u0110\u00e2y c\u0169ng l\u00e0 c\u01a1 s\u1edf \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 hi\u1ec7u su\u1ea5t c\u1ee7a nh\u00e2n vi\u00ean ch\u00fa th\u00edch v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u ch\u00fa th\u00edch trong d\u1ef1 \u00e1n, t\u1eeb \u0111\u00f3 ng\u01b0\u1eddi qu\u1ea3n l\u00fd d\u1ef1 \u00e1n c\u00f3 th\u1ec3 \u0111\u01b0a ra c\u00e1c ph\u01b0\u01a1ng \u00e1n \u0111i\u1ec1u ch\u1ec9nh linh ho\u1ea1t khi x\u1ea3y ra v\u1ea5n \u0111\u1ec1. D\u1ef1 \u00e1n th\u00ed \u0111i\u1ec3m Tr\u01b0\u1edbc khi tri\u1ec3n khai d\u1ef1 \u00e1n tr\u00ean quy m\u00f4 l\u1edbn, \u0111\u1ec3 tr\u00e1nh r\u1ee7i ro, b\u01b0\u1edbc th\u00ed \u0111i\u1ec3m d\u1ef1 \u00e1n l\u00e0 c\u1ea7n thi\u1ebft. Q\u00faa tr\u00ecnh n\u00e0y s\u1ebd gi\u00fap nh\u00f3m x\u00e1c \u0111\u1ecbnh v\u00e0 \u0111\u00e1nh gi\u00e1 \u0111\u01b0\u1ee3c th\u1eddi gian th\u1ef1c t\u1ebf ho\u00e0n th\u00e0nh d\u1ef1 \u00e1n v\u00e0 hi\u1ec7u su\u1ea5t trung b\u00ecnh c\u1ee7a ng\u01b0\u1eddi ch\u00fa th\u00edch, t\u1eeb \u0111\u00f3 \u0111i\u1ec1u ch\u1ec9nh qu\u00e1 tr\u00ecnh \u0111\u00e0o t\u1ea1o ban \u0111\u1ea7u n\u1ebfu c\u1ea7n v\u00e0 \u0111\u1eb7t l\u1ea1i c\u00e1c m\u1ee5c ti\u00eau ph\u00f9 h\u1ee3p. \u00c1p d\u1ee5ng quy tr\u00ecnh \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng (QA) T\u00edch h\u1ee3p quy tr\u00ecnh \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng nhi\u1ec1u b\u01b0\u1edbc v\u00e0o t\u1eebng d\u1ef1 \u00e1n l\u00e0 m\u1ed9t ph\u01b0\u01a1ng \u00e1n ph\u00f9 h\u1ee3p \u0111\u1ec3 \u0111\u00e1p \u1ee9ng c\u00e1c ti\u00eau chu\u1ea9n cao c\u1ee7a kh\u00e1ch h\u00e0ng tr\u00ean to\u00e0n c\u1ea7u. LTS GDS \u00e1p d\u1ee5ng c\u00e1c quy tr\u00ecnh \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng bao g\u1ed3m 4 b\u01b0\u1edbc: t\u1ef1 ki\u1ec3m tra, ki\u1ec3m tra ch\u00e9o, ki\u1ec3m tra theo chi\u1ec1u d\u1ecdc v\u00e0 ki\u1ec3m tra ng\u1eabu nhi\u00ean l\u1ea7n cu\u1ed1i. T\u1ef1 ki\u1ec3m tra (Self check) Nh\u00e2n vi\u00ean ch\u00fa th\u00edch c\u1ea7n ki\u1ec3m tra c\u00e1c t\u00e1c v\u1ee5 c\u1ee7a m\u00ecnh \u0111\u1ec3 ph\u00e1t hi\u1ec7n l\u1ed7i, ngo\u00e0i ra h\u1ecd c\u1ea7n t\u1ef1 \u0111\u00e1nh gi\u00e1 k\u1ebft qu\u1ea3 th\u1ef1c hi\u1ec7n th\u00f4ng qua kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c \u0111\u00e3 ho\u00e0n th\u00e0nh v\u00e0 s\u1ed1 l\u1ea7n ph\u1ea3i l\u00e0m l\u1ea1i. Ki\u1ec3m tra ch\u00e9o (Cross check) Khi nh\u00e2n vi\u00ean ch\u00fa th\u00edch th\u1ef1c hi\u1ec7n m\u1ed9t l\u01b0\u1ee3ng l\u1edbn c\u00f4ng vi\u1ec7c l\u1eb7p l\u1ea1i nhi\u1ec1u l\u1ea7n, h\u1ecd c\u00f3 th\u1ec3 kh\u00f3 nh\u1eadn ra l\u1ed7i mang t\u00ednh h\u1ec7 th\u1ed1ng c\u1ee7a m\u00ecnh. L\u00fac n\u00e0y \u0111\u1ed3ng nghi\u1ec7p s\u1ebd gi\u00fap b\u1ea1n ph\u00e1t hi\u1ec7n ra nh\u1eefng sai l\u1ea7m c\u1ee7a m\u00ecnh. Ki\u1ec3m tra theo chi\u1ec1u d\u1ecdc (Vertical review) \u1ede b\u01b0\u1edbc n\u00e0y, ng\u01b0\u1eddi qu\u1ea3n l\u00fd d\u1ef1 \u00e1n s\u1ebd ch\u1ecbu tr\u00e1ch nhi\u1ec7m ki\u1ec3m tra to\u00e0n b\u1ed9 d\u1ef1 \u00e1n v\u00e0 k\u1ebft qu\u1ea3 l\u00e0m vi\u1ec7c c\u1ee7a c\u00e1c th\u00e0nh vi\u00ean trong nh\u00f3m. V\u1edbi nhi\u1ec1u n\u0103m kinh nghi\u1ec7m c\u00f9ng kh\u1ea3 n\u0103ng hi\u1ec3u r\u00f5 y\u00eau c\u1ea7u d\u1ef1 \u00e1n \u0111\u1ec3 \u0111\u00e0o t\u1ea1o c\u00e1c th\u00e0nh vi\u00ean m\u1ed9t c\u00e1ch chi ti\u1ebft, ng\u01b0\u1eddi qu\u1ea3n l\u00fd d\u1ef1 \u00e1n ch\u00ednh l\u00e0 ng\u01b0\u1eddi \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u hi\u1ec7u qu\u1ea3 trong giai \u0111o\u1ea1n n\u00e0y. Ki\u1ec3m tra ng\u1eabu nhi\u00ean l\u1ea7n cu\u1ed1i (Final random inspection) Kh\u00f4ng ph\u1ea3i d\u1ef1 \u00e1n n\u00e0o c\u0169ng c\u1ea7n th\u1ef1c hi\u1ec7n \u0111\u1ee7 4 b\u01b0\u1edbc trong quy tr\u00ecnh \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng, tuy nhi\u00ean \u0111\u1ed1i v\u1edbi nh\u1eefng d\u1ef1 \u00e1n y\u00eau c\u1ea7u t\u1ef7 l\u1ec7 ch\u00ednh x\u00e1c tuy\u1ec7t \u0111\u1ed1i l\u00ean t\u1edbi 100% th\u00ec b\u01b0\u1edbc ki\u1ec3m tra ng\u1eabu nhi\u00ean tr\u01b0\u1edbc khi b\u00e0n giao d\u1ef1 \u00e1n r\u1ea5t quan tr\u1ecdng.<\/p>\n","protected":false},"author":1,"featured_media":27314,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[83,76],"tags":[253],"_links":{"self":[{"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/posts\/1653"}],"collection":[{"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/comments?post=1653"}],"version-history":[{"count":3,"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/posts\/1653\/revisions"}],"predecessor-version":[{"id":25806,"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/posts\/1653\/revisions\/25806"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/media\/27314"}],"wp:attachment":[{"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/media?parent=1653"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/categories?post=1653"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.gdsonline.tech\/vi\/wp-json\/wp\/v2\/tags?post=1653"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}