{"id":301058,"date":"2021-10-22T12:34:15","date_gmt":"2021-10-22T01:34:15","guid":{"rendered":"https:\/\/augstudy.com\/?p=301058"},"modified":"2025-10-14T14:36:24","modified_gmt":"2025-10-14T03:36:24","slug":"re-imagining-aviation-through-data","status":"publish","type":"post","link":"https:\/\/augstudy.com\/vi\/re-imagining-aviation-through-data\/","title":{"rendered":"H\u00ecnh dung l\u1ea1i h\u00e0ng kh\u00f4ng th\u00f4ng qua d\u1eef li\u1ec7u"},"content":{"rendered":"
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V\u1edbi nh\u1eefng hi\u1ec3u bi\u1ebft m\u1edbi \u0111\u01b0\u1ee3c t\u00ecm th\u1ea5y t\u1eeb kh\u00f3a h\u1ecdc ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u1ee7a NUS, c\u00e1c chuy\u00ean gia h\u1eadu c\u1ea7n trong l\u0129nh v\u1ef1c h\u00e0ng kh\u00f4ng b\u1ecb \u1ea3nh h\u01b0\u1edfng n\u1eb7ng n\u1ec1 n\u00e0y \u0111ang chu\u1ea9n b\u1ecb s\u1eb5n s\u00e0ng cho b\u1ea7u tr\u1eddi trong xanh h\u01a1n \u1edf ph\u00eda tr\u01b0\u1edbc.<\/em><\/p>\n

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Ng\u00e0y 6 th\u00e1ng 7 n\u0103m 2021\u00a0<\/strong>\u2013 C\u00e1c h\u1ea1n ch\u1ebf \u0111i l\u1ea1i li\u00ean quan \u0111\u1ebfn Covid-19 \u0111\u00e3 l\u00e0m t\u00ea li\u1ec7t ng\u00e0nh h\u00e0ng kh\u00f4ng; c\u00e1c c\u00f4ng ty h\u1eadu c\u1ea7n \u0111\u00e3 b\u1ecb \u1ea3nh h\u01b0\u1edfng n\u1eb7ng n\u1ec1. Nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 h\u00e0ng kh\u00f4ng dnata Singapore c\u0169ng kh\u00f4ng ngo\u1ea1i l\u1ec7.<\/p>\n

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Trong b\u1ea7u kh\u00f4ng kh\u00ed nghi\u00eam t\u00fac n\u00e0y, William Chew, Tr\u01b0\u1edfng ph\u00f2ng H\u1ecdc t\u1eadp v\u00e0 Ph\u00e1t tri\u1ec3n t\u1ea1i dnata, \u0111\u00e3 t\u00ecm ki\u1ebfm c\u01a1 h\u1ed9i \u0111\u1ec3 n\u00e2ng cao tinh th\u1ea7n c\u1ee7a \u0111\u1ed3ng nghi\u1ec7p, bao g\u1ed3m c\u1ea3 vi\u1ec7c gi\u00fap h\u1ecd n\u00e2ng cao k\u1ef9 n\u0103ng trong th\u1eddi k\u1ef3 suy tho\u00e1i.<\/p>\n

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\u201cC\u00e2u h\u1ecfi \u0111\u1eb7t ra l\u00e0 l\u00e0m th\u1ebf n\u00e0o ch\u00fang ta c\u00f3 th\u1ec3 gi\u1eef m\u1ecdi ng\u01b0\u1eddi trong t\u1ed5 ch\u1ee9c g\u1eafn b\u00f3 trong khi v\u1eabn nu\u00f4i hy v\u1ecdng? Ch\u00fang ta s\u1eed d\u1ee5ng th\u1eddi gian ng\u1eebng ho\u1ea1t \u0111\u1ed9ng n\u00e0y nh\u01b0 th\u1ebf n\u00e0o \u0111\u1ec3 n\u00e2ng cao ki\u1ebfn th\u1ee9c, n\u0103ng l\u1ef1c v\u00e0 k\u1ef9 n\u0103ng c\u1ee7a h\u1ecd?\u201d anh \u1ea5y h\u1ecfi. \u00d4ng n\u00f3i, \u0111\u1ea1i d\u1ecbch \u0111\u00e3 t\u1ea1o \u0111\u1ed9ng l\u1ef1c \u0111\u1ec3 th\u00fac \u0111\u1ea9y n\u1ed7 l\u1ef1c s\u1ed1 h\u00f3a c\u1ee7a c\u00f4ng ty. \u0110i\u1ec1u n\u00e0y \u0111\u00e3 th\u00fac \u0111\u1ea9y dnata ch\u1ea1m v\u00e0o\u00a0G\u00f3i h\u1ed7 tr\u1ee3 \u0111\u00e0o t\u1ea1o n\u00e2ng cao (ETSP)<\/a>\u00a0t\u00e0i tr\u1ee3 cho c\u00e1c kh\u00f3a h\u1ecdc k\u1ef9 n\u0103ng chuy\u00ean nghi\u1ec7p \u0111\u1ec3 gi\u00fap gi\u1eef ch\u00e2n nh\u00e2n vi\u00ean.<\/p>\n

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Chew coi m\u1ed9t kh\u00f3a h\u1ecdc ng\u1eafn g\u1ecdn c\u00f3 th\u1ec3 \u201ck\u00edch th\u00edch h\u1ee9ng th\u00fa v\u1edbi vi\u1ec7c t\u1ef1 h\u1ecdc\u201d. Tr\u01b0\u1edbc nh\u1eefng xu h\u01b0\u1edbng trong ng\u00e0nh h\u00e0ng kh\u00f4ng v\u00e0 v\u1edbi s\u1ef1 gi\u00fap \u0111\u1ee1 t\u1eeb c\u00e1c tr\u01b0\u1edfng b\u1ed9 ph\u1eadn \u0111\u1ed3ng nghi\u1ec7p, anh \u0111\u00e3 quy\u1ebft \u0111\u1ecbnh tham gia - trong s\u1ed1 nh\u1eefng ng\u01b0\u1eddi kh\u00e1c - c\u00e1c kh\u00f3a h\u1ecdc ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u1ee7a \u0110\u1ea1i h\u1ecdc Qu\u1ed1c gia Singapore (NUS).<\/p>\n

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V\u1edbi kh\u1ea3 n\u0103ng ng\u00e0y c\u00e0ng ph\u1ee9c t\u1ea1p, c\u00e1c kh\u00f3a h\u1ecdc ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u1ee7a NUS, gi\u1edbi thi\u1ec7u cho ng\u01b0\u1eddi tham gia c\u00e1c k\u1ef9 n\u0103ng tr\u1ef1c quan h\u00f3a, gi\u1ea3i th\u00edch v\u00e0 d\u1ef1 \u0111o\u00e1n d\u1eef li\u1ec7u, r\u1ea5t ph\u00f9 h\u1ee3p. Chew ti\u1ebft l\u1ed9 r\u1eb1ng h\u1ecd ch\u1ecdn ch\u01b0\u01a1ng tr\u00ecnh c\u1ee7a NUS v\u00ec ch\u1ee9ng ch\u1ec9 h\u1ecdc thu\u1eadt v\u1eefng ch\u1eafc c\u1ee7a n\u00f3.<\/p>\n

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N\u00e2ng cao k\u1ef9 n\u0103ng, lu\u00f4n linh ho\u1ea1t<\/strong><\/p>\n

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Trong s\u1ed1 nh\u1eefng ng\u01b0\u1eddi \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i t\u1eeb kh\u00f3a h\u1ecdc c\u00f3 Mohamad Faraz Magnus, tr\u1ee3 l\u00fd gi\u00e1m \u0111\u1ed1c b\u1ed9 ph\u1eadn ph\u1ee5c v\u1ee5 \u0103n u\u1ed1ng c\u1ee7a dnata Singapore. L\u00e0 ng\u01b0\u1eddi tham gia v\u00e0o c\u00e1c ho\u1ea1t \u0111\u1ed9ng back-end nghi\u00eam ng\u1eb7t, qu\u1ea3n l\u00fd d\u1eef li\u1ec7u l\u00e0 m\u1ed9t ph\u1ea7n kh\u00f4ng th\u1ec3 thi\u1ebfu trong c\u00f4ng vi\u1ec7c c\u1ee7a anh \u1ea5y.<\/p>\n

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\u201cD\u1eef li\u1ec7u \u0111\u1ed1i v\u1edbi ch\u00fang t\u00f4i l\u00e0 th\u00f4ng tin, n\u1ebfu kh\u00f4ng c\u00f3 n\u00f3, ch\u00fang t\u00f4i kh\u00f4ng th\u1ec3 \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n, gi\u00e1m s\u00e1t nh\u1eefng th\u1ee9 c\u1ea7n thi\u1ebft ho\u1eb7c th\u1eadm ch\u00ed ng\u0103n ch\u1eb7n c\u00e1c v\u1ea5n \u0111\u1ec1. T\u00f4i x\u1eed l\u00fd d\u1eef li\u1ec7u h\u00e0ng ng\u00e0y \u0111\u1ec3 l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 d\u1ef1 b\u00e1o hi\u1ec7u su\u1ea5t ho\u1ea1t \u0111\u1ed9ng,\u201d \u00f4ng n\u00f3i.<\/p>\n

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Faraz \u0111\u00e3 ch\u1ecdn\u00a0Ph\u00e2n t\u00edch d\u1eef li\u1ec7u b\u1eaft \u0111\u1ea7u v\u1edbi t\u00f4i<\/a>,\u00a0<\/em>v\u00ec anh \u1ea5y g\u1eb7p kh\u00f3 kh\u0103n khi ph\u00e2n t\u00edch kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u th\u00e0nh th\u00f4ng tin h\u1eefu \u00edch. \u0110\u01b0\u1ee3c gi\u1ea3ng d\u1ea1y th\u00f4ng qua c\u00f4ng c\u1ee5 k\u00e9o v\u00e0 th\u1ea3 giao di\u1ec7n \u0111\u1ed3 h\u1ecda d\u1ef1a tr\u00ean Python, kh\u00f3a h\u1ecdc \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 gi\u00fap c\u00e1c chuy\u00ean gia kh\u00f4ng c\u00f3 k\u1ef9 n\u0103ng m\u00e3 h\u00f3a tham gia v\u00e0o c\u00e1c quy tr\u00ecnh ph\u00e2n t\u00edch c\u1ee7a t\u1ed5 ch\u1ee9c.<\/p>\n

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\u00d4ng n\u00f3i: \u201cH\u1ec7 th\u1ed1ng Orange \u0111\u00e3 gi\u00fap t\u00f4i xem x\u00e9t kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u theo c\u00e1ch \u0111\u01a1n gi\u1ea3n v\u00e0 c\u00f3 c\u1ea5u tr\u00fac h\u01a1n b\u1eb1ng c\u00e1ch x\u1eed l\u00fd d\u1eef li\u1ec7u \u0111\u00f3 b\u1eb1ng m\u1ed9t h\u1ec7 th\u1ed1ng c\u1ee5 th\u1ec3\u201d. Ng\u01b0\u1ee3c l\u1ea1i, \u0111i\u1ec1u n\u00e0y \u0111\u00e3 mang l\u1ea1i cho anh nh\u1eefng hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u1ec1 qu\u1ea3n l\u00fd.<\/p>\n

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Faraz \u0111\u00e3 nhanh ch\u00f3ng \u00e1p d\u1ee5ng nh\u1eefng k\u1ef9 n\u0103ng m\u1edbi h\u1ecdc \u0111\u01b0\u1ee3c c\u1ee7a m\u00ecnh. Anh \u1ea5y \u0111\u00e3 ch\u1ec9 \u0111\u1ea1o m\u1ed9t d\u1ef1 \u00e1n m\u1edbi \u0111\u1ec3 t\u0103ng hi\u1ec7u qu\u1ea3 chi ph\u00ed. \u0110i\u1ec1u n\u00e0y li\u00ean quan \u0111\u1ebfn vi\u1ec7c ph\u00e2n t\u00edch nhi\u1ec1u lu\u1ed3ng d\u1eef li\u1ec7u \u0111\u1ec3 gi\u1ea3m l\u00e3ng ph\u00ed t\u1ea1i dnata, b\u1eaft \u0111\u1ea7u t\u1eeb ho\u1ea1t \u0111\u1ed9ng kho h\u00e0ng c\u1ee7a h\u1ecd.<\/p>\n

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K\u1ec3 t\u1eeb khi \u0111\u1ea1i d\u1ecbch \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn ng\u00e0nh h\u00e0ng kh\u00f4ng, b\u1ed9 ph\u1eadn c\u1ee7a Faraz \u2013 n\u01a1i th\u01b0\u1eddng cung c\u1ea5p b\u1eefa \u0103n cho c\u00e1c h\u00e3ng h\u00e0ng kh\u00f4ng nh\u01b0 Lufthansa v\u00e0 Swissair \u2013 \u0111\u00e3 chuy\u1ec3n sang cung c\u1ea5p d\u1ecbch v\u1ee5 \u0103n u\u1ed1ng cho c\u00e1c k\u00fd t\u00fac x\u00e1 v\u00e0 \u0111\u1ea3m nh\u1eadn c\u00e1c h\u1ee3p \u0111\u1ed3ng kh\u00e1c c\u1ee7a ch\u00ednh ph\u1ee7. Mok Kok Heng, ng\u01b0\u1eddi qu\u1ea3n l\u00fd ho\u1ea1t \u0111\u1ed9ng cung c\u1ea5p d\u1ecbch v\u1ee5 \u0103n u\u1ed1ng c\u1ee7a dnata, kh\u1eb3ng \u0111\u1ecbnh r\u1eb1ng duy tr\u00ec s\u1ef1 linh ho\u1ea1t l\u00e0 r\u1ea5t quan tr\u1ecdng v\u00e0 m\u1ed9t ph\u1ea7n trong \u0111\u00f3 li\u00ean quan \u0111\u1ebfn vi\u1ec7c \u0111\u1ea1t \u0111\u01b0\u1ee3c c\u00e1c k\u1ef9 n\u0103ng m\u1edbi, gi\u1ed1ng nh\u01b0 Faraz \u0111\u00e3 l\u00e0m.<\/p>\n

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\u201cB\u1ea1n ph\u1ea3i th\u00edch \u1ee9ng v\u1edbi m\u1ecdi t\u00ecnh hu\u1ed1ng \u0111\u1ec3 duy tr\u00ec m\u1ecdi vi\u1ec7c (b\u1ea5t ch\u1ea5p th\u1eddi \u0111i\u1ec3m kh\u00f3 kh\u0103n). Lu\u00f4n n\u00e2ng cao k\u1ef9 n\u0103ng v\u00e0 h\u1ecdc h\u1ecfi giao d\u1ecbch m\u1edbi. V\u1edbi Covid-19, r\u00f5 r\u00e0ng l\u00e0 th\u1ebf gi\u1edbi \u0111ang ph\u00e1t tri\u1ec3n. S\u1ebd c\u00f3 m\u1ed9t tr\u1ea1ng th\u00e1i b\u00ecnh th\u01b0\u1eddng m\u1edbi v\u00e0 c\u00e1ch l\u00e0m vi\u1ec7c c\u1ee7a b\u1ea1n s\u1ebd kh\u00e1c\u201d, ng\u01b0\u1eddi k\u1ef3 c\u1ef1u trong ng\u00e0nh cho bi\u1ebft.<\/p>\n

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Kh\u00e1m ph\u00e1 c\u00e1c m\u00f4 h\u00ecnh m\u1edbi<\/strong><\/p>\n

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M\u1ed9t nh\u00e2n vi\u00ean kh\u00e1c c\u1ee7a dnata \u0111\u00e3 m\u1edf r\u1ed9ng kh\u1ea3 n\u0103ng c\u1ee7a m\u00ecnh trong th\u1eddi k\u1ef3 suy tho\u00e1i l\u00e0 Elizabeth Gracy Mont Fort. Gi\u00e1m \u0111\u1ed1c \u0111i\u1ec1u h\u00e0nh b\u1ed9 ph\u1eadn d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng \u0111\u00e3 tham d\u1ef1 'NUS'\u00a0Tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng d\u1ef1a tr\u00ean d\u1eef li\u1ec7u<\/em><\/a>\u00a0kh\u00f3a h\u1ecdc.<\/p>\n

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M\u1eb7c d\u00f9 b\u1ed9 ph\u1eadn c\u1ee7a c\u00f4 th\u01b0\u1eddng ti\u1ebfn h\u00e0nh ki\u1ec3m to\u00e1n n\u1ed9i b\u1ed9 v\u00e0 ghi l\u1ea1i hi\u1ec7u su\u1ea5t c\u1ee7a h\u1ecd th\u00f4ng qua c\u00e1c trang t\u00ednh Excel, nh\u01b0ng t\u1eeb \u0111\u00f3, c\u00f4 \u0111\u00e3 h\u1ecdc c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch ch\u00ednh x\u00e1c h\u01a1n nh\u01b0 Orange v\u00e0 Tableau.<\/p>\n

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C\u00f4 cho bi\u1ebft: \u201cKh\u00f3a h\u1ecdc n\u00e0y th\u1ef1c s\u1ef1 ph\u00f9 h\u1ee3p v\u1edbi gi\u00e1 tr\u1ecb \u0111\u1ecbnh h\u01b0\u1edbng hi\u1ec7u su\u1ea5t c\u1ee7a dnata, v\u00ec ch\u00fang t\u00f4i c\u00f3 th\u1ec3 cung c\u1ea5p tr\u00e1ch nhi\u1ec7m gi\u1ea3i tr\u00ecnh r\u1eb1ng d\u1eef li\u1ec7u c\u1ee7a ch\u00fang t\u00f4i \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111o l\u01b0\u1eddng,\u201d c\u00f4 n\u00f3i v\u00e0 cho bi\u1ebft th\u00eam r\u1eb1ng ki\u1ebfn th\u1ee9c c\u00f4 thu \u0111\u01b0\u1ee3c \u0111\u00e3 gi\u00fap truy\u1ec1n t\u1ea3i b\u1ee9c tranh r\u00f5 r\u00e0ng h\u01a1n v\u1ec1 tr\u1ea3i nghi\u1ec7m c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\n

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\u0110i\u1ec1u th\u1ee9 hai l\u00e0 \u0111i\u1ec1u m\u00e0 Desmond Ho, Gi\u00e1m \u0111\u1ed1c D\u1ecbch v\u1ee5 Kh\u00e1ch h\u00e0ng c\u1ee7a dnata \u0111\u00e3 \u0111\u1ea7u t\u01b0 s\u00e2u s\u1eafc. \u201cL\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 b\u1ea1n x\u00e1c \u0111\u1ecbnh tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng ph\u00f9 h\u1ee3p trong 5 ho\u1eb7c 10 n\u0103m n\u1eefa k\u1ec3 t\u1eeb b\u00e2y gi\u1edd? C\u00f3 con ng\u01b0\u1eddi \u1edf qu\u1ea7y hay m\u1ecdi th\u1ee9 \u0111\u1ec1u \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1edfi robot? \u0110\u1ed1i v\u1edbi t\u00f4i, \u0111\u00f3 l\u00e0 c\u00e1ch d\u1eef li\u1ec7u, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, c\u00f4ng ngh\u1ec7 v\u00e0 con ng\u01b0\u1eddi c\u00f3 th\u1ec3 b\u1ed5 sung cho nhau,\u201d \u00f4ng n\u00f3i.<\/p>\n

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Ho cho bi\u1ebft Mont Fort \u0111\u00e3 bi\u1ebfn nh\u1eefng k\u1ef9 n\u0103ng m\u1edbi c\u1ee7a c\u00f4 th\u00e0nh vi\u1ec7c t\u1ea1o ra m\u1ed9t h\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u h\u1ee3p l\u00fd h\u01a1n \u0111\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh t\u1ed1t h\u01a1n. V\u00ed d\u1ee5: c\u00f4 khai th\u00e1c d\u1eef li\u1ec7u \u0111\u1ec3 tinh ch\u1ec9nh vi\u1ec7c l\u00ean l\u1ecbch cho c\u00e1c bu\u1ed5i \u0111\u00e0o t\u1ea1o b\u1eaft bu\u1ed9c nh\u1eb1m t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c tu\u00e2n th\u1ee7.<\/p>\n

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Nh\u01b0ng quan tr\u1ecdng h\u01a1n, anh \u1ea5y coi n\u0103ng l\u1ef1c ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u00e0 ph\u01b0\u01a1ng ti\u1ec7n \u0111\u1ec3 xem x\u00e9t l\u1ea1i c\u00e1c quy tr\u00ecnh \u0111\u00e3 thi\u1ebft l\u1eadp. \u201cKh\u00f3a h\u1ecdc \u0111\u00e3 truy\u1ec1n c\u1ea3m h\u1ee9ng cho c\u00f4 kh\u00f4ng ch\u1ec9 t\u1eadp trung v\u00e0o ho\u1ea1t \u0111\u1ed9ng h\u00e0ng ng\u00e0y m\u00e0 c\u00f2n kh\u00e1m ph\u00e1 nh\u1eefng \u00fd t\u01b0\u1edfng m\u1edbi, c\u00e1ch c\u1ea3i thi\u1ec7n quy tr\u00ecnh kinh doanh.\u201d anh \u1ea5y n\u00f3i.<\/p>\n

 <\/p>\n

B\u1ecf qua s\u1ef1 kh\u00f4ng ch\u1eafc ch\u1eafn, Covid-19 c\u00f3 th\u1ec3 \u0111\u00e3 mang \u0111\u1ebfn cho nh\u1eefng chuy\u00ean gia n\u00e0y m\u1ed9t kh\u1edfi \u0111\u1ea7u m\u1edbi, \u0111\u01b0\u1ee3c trang b\u1ecb nh\u1eefng kh\u1ea3 n\u0103ng m\u1edbi \u0111\u1ec3 x\u00e2y d\u1ef1ng kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i v\u00e0 ph\u00e1t tri\u1ec3n ngh\u1ec1 nghi\u1ec7p h\u01a1n n\u1eefa. \u201cCh\u00fang t\u00f4i bi\u1ebft b\u1ea1n s\u1ebd kh\u00f4ng quay l\u1ea1i kh\u00f3a h\u1ecdc ph\u00e2n t\u00edch d\u1eef li\u1ec7u k\u00e9o d\u00e0i m\u1ed9t ng\u00e0y \u0111\u1ec3 tr\u1edf th\u00e0nh nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u. Nh\u01b0ng \u0111i\u1ec1u quan tr\u1ecdng l\u00e0 gi\u1edd \u0111\u00e2y nh\u00e2n vi\u00ean c\u1ee7a ch\u00fang t\u00f4i nh\u1eadn ra r\u1eb1ng d\u1eef li\u1ec7u l\u00e0 th\u1ee9 h\u1ecd th\u1ef1c s\u1ef1 c\u00f3 th\u1ec3 l\u00e0m vi\u1ec7c c\u00f9ng\u201d, Chew n\u00f3i.<\/p>\n\n\t\t<\/div>\n\t<\/div>\n

T\u00ecm hi\u1ec3u th\u00eam<\/a><\/div>\n<\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"

C\u00e1c h\u1ea1n ch\u1ebf \u0111i l\u1ea1i li\u00ean quan \u0111\u1ebfn Covid-19 \u0111\u00e3 l\u00e0m t\u00ea li\u1ec7t ng\u00e0nh h\u00e0ng kh\u00f4ng; c\u00e1c c\u00f4ng ty h\u1eadu c\u1ea7n \u0111\u00e3 b\u1ecb \u1ea3nh h\u01b0\u1edfng n\u1eb7ng n\u1ec1. Nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 h\u00e0ng kh\u00f4ng dnata Singapore\u2026<\/p>","protected":false},"author":5,"featured_media":301059,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[169,172,171,170,6,173,174],"tags":[382,628,696,700],"class_list":["post-301058","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","tag-career","tag-courses","tag-institutions","tag-skills","destination-course-singapore"],"yoast_head":"\nRe-imagining Aviation through Data - 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\/re-imagining-aviation-through-data\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Re-imagining Aviation through Data\" \/>\n<meta property=\"og:description\" content=\"Covid-19 related travel restrictions crippled the aviation sector; logistics companies have been hard hit. 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