![\"\"](\"https:\/\/vtiedu.click\/wp-content\/uploads\/2026\/03\/Loi-ich-khi-doanh-nghiep-xay-dung-duoc-doi-ngu-Data-Analyst-noi-bo.jpg\")
<\/p>\nData Analyst l\u00e0 v\u1ecb tr\u00ed quan tr\u1ecdng gi\u00fap doanh nghi\u1ec7p c\u00f3 th\u1ec3 khai th\u00e1c v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 ph\u1ee5c v\u1ee5 ho\u1ea1t \u0111\u1ed9ng kinh doanh. V\u00ec v\u1eady, nhi\u1ec1u t\u1ed5 ch\u1ee9c b\u1eaft \u0111\u1ea7u ch\u00fa tr\u1ecdng v\u00e0o x\u00e2y d\u1ef1ng l\u1ed9 tr\u00ecnh h\u1ecdc Data Analyst cho nh\u00e2n s\u1ef1 n\u1ed9i b\u1ed9 nh\u1eb1m ph\u00e1t tri\u1ec3n n\u0103ng l\u1ef1c ph\u00e2n t\u00edch d\u1eef li\u1ec7u.<\/p>\n
B\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y s\u1ebd t\u1ed5ng h\u1ee3p l\u1ed9 tr\u00ecnh h\u1ecdc Data Analysis t\u1eeb n\u1ec1n t\u1ea3ng \u0111\u1ebfn \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf, c\u00f9ng c\u00e1c t\u00e0i li\u1ec7u h\u1ecdc Data Analysis h\u1ed7 tr\u1ee3 doanh nghi\u1ec7p x\u00e2y d\u1ef1ng \u0111\u1ed9i ng\u0169 hi\u1ec7u qu\u1ea3.<\/p>\n
Vi\u1ec7c \u0111\u1ea7u t\u01b0 v\u00e0o l\u1ed9 tr\u00ecnh h\u1ecdc Data Analysis cho nh\u00e2n s\u1ef1 mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch chi\u1ebfn l\u01b0\u1ee3c cho doanh nghi\u1ec7p, \u0111\u1eb7c bi\u1ec7t trong m\u00f4i tr\u01b0\u1eddng c\u1ea1nh tranh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u.<\/p>\n
Data Analyst gi\u00fap doanh nghi\u1ec7p chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u th\u00f4 th\u00e0nh nh\u1eefng th\u00f4ng tin c\u00f3 gi\u00e1 tr\u1ecb th\u00f4ng qua qu\u00e1 tr\u00ecnh thu th\u1eadp, x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. T\u1eeb c\u00e1c b\u00e1o c\u00e1o, bi\u1ec3u \u0111\u1ed3 v\u00e0 dashboard tr\u1ef1c quan, l\u00e3nh \u0111\u1ea1o c\u00f3 th\u1ec3 nh\u00ecn th\u1ea5y r\u00f5 xu h\u01b0\u1edbng kinh doanh, h\u00e0nh vi kh\u00e1ch h\u00e0ng c\u0169ng nh\u01b0 hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng c\u1ee7a t\u1eebng b\u1ed9 ph\u1eadn.<\/p>\n
Nh\u1edd \u0111\u00f3, c\u00e1c quy\u1ebft \u0111\u1ecbnh quan tr\u1ecdng nh\u01b0 \u0111i\u1ec1u ch\u1ec9nh chi\u1ebfn l\u01b0\u1ee3c kinh doanh, t\u1ed1i \u01b0u quy tr\u00ecnh v\u1eadn h\u00e0nh hay ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m m\u1edbi kh\u00f4ng c\u00f2n d\u1ef1a v\u00e0o c\u1ea3m t\u00ednh m\u00e0 \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi c\u00e1c b\u1eb1ng ch\u1ee9ng t\u1eeb d\u1eef li\u1ec7u. \u0110i\u1ec1u n\u00e0y gi\u00fap doanh nghi\u1ec7p gi\u1ea3m thi\u1ec3u r\u1ee7i ro, n\u00e2ng cao \u0111\u1ed9 ch\u00ednh x\u00e1c trong vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh v\u00e0 t\u0103ng kh\u1ea3 n\u0103ng c\u1ea1nh tranh tr\u00ean th\u1ecb tr\u01b0\u1eddng.<\/p>\n
Th\u00f4ng qua vi\u1ec7c ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb c\u00e1c ho\u1ea1t \u0111\u1ed9ng nh\u01b0 b\u00e1n h\u00e0ng, marketing, ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng ho\u1eb7c v\u1eadn h\u00e0nh n\u1ed9i b\u1ed9, doanh nghi\u1ec7p c\u00f3 th\u1ec3 nhanh ch\u00f3ng nh\u1eadn di\u1ec7n nh\u1eefng xu h\u01b0\u1edbng quan tr\u1ecdng \u0111ang di\u1ec5n ra. C\u00e1c b\u00e1o c\u00e1o v\u00e0 dashboard d\u1eef li\u1ec7u gi\u00fap l\u00e3nh \u0111\u1ea1o theo d\u00f5i hi\u1ec7u su\u1ea5t theo th\u1eddi gian th\u1ef1c, t\u1eeb \u0111\u00f3 d\u1ec5 d\u00e0ng ph\u00e1t hi\u1ec7n c\u00e1c \u0111i\u1ec3m ngh\u1ebdn trong quy tr\u00ecnh ho\u1eb7c nh\u1eefng v\u1ea5n \u0111\u1ec1 ph\u00e1t sinh.<\/p>\n
V\u00ed d\u1ee5, doanh nghi\u1ec7p c\u00f3 th\u1ec3 nh\u1eadn th\u1ea5y s\u1ef1 s\u1ee5t gi\u1ea3m doanh s\u1ed1 \u1edf m\u1ed9t k\u00eanh b\u00e1n h\u00e0ng c\u1ee5 th\u1ec3, chi ph\u00ed marketing t\u0103ng nh\u01b0ng hi\u1ec7u qu\u1ea3 chuy\u1ec3n \u0111\u1ed5i th\u1ea5p, ho\u1eb7c th\u1eddi gian x\u1eed l\u00fd \u0111\u01a1n h\u00e0ng k\u00e9o d\u00e0i. Vi\u1ec7c ph\u00e1t hi\u1ec7n s\u1edbm nh\u1eefng v\u1ea5n \u0111\u1ec1 n\u00e0y gi\u00fap doanh nghi\u1ec7p k\u1ecbp th\u1eddi \u0111i\u1ec1u ch\u1ec9nh chi\u1ebfn l\u01b0\u1ee3c, t\u1ed1i \u01b0u quy tr\u00ecnh v\u1eadn h\u00e0nh v\u00e0 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t l\u00e0m vi\u1ec7c c\u1ee7a c\u00e1c b\u1ed9 ph\u1eadn.<\/p>\n
Khi x\u00e2y d\u1ef1ng \u0111\u01b0\u1ee3c \u0111\u1ed9i ng\u0169 ph\u00e2n t\u00edch d\u1eef li\u1ec7u n\u1ed9i b\u1ed9, doanh nghi\u1ec7p s\u1ebd ch\u1ee7 \u0111\u1ed9ng h\u01a1n trong vi\u1ec7c khai th\u00e1c v\u00e0 s\u1eed d\u1ee5ng d\u1eef li\u1ec7u ph\u1ee5c v\u1ee5 cho ho\u1ea1t \u0111\u1ed9ng kinh doanh. Thay v\u00ec ph\u1ee5 thu\u1ed9c ho\u00e0n to\u00e0n v\u00e0o c\u00e1c \u0111\u01a1n v\u1ecb t\u01b0 v\u1ea5n b\u00ean ngo\u00e0i, doanh nghi\u1ec7p c\u00f3 th\u1ec3 t\u1ef1 th\u1ef1c hi\u1ec7n c\u00e1c ph\u00e2n t\u00edch theo nhu c\u1ea7u th\u1ef1c t\u1ebf v\u00e0 theo t\u1eebng giai \u0111o\u1ea1n ph\u00e1t tri\u1ec3n.<\/p>\n
\u0110\u1ed9i ng\u0169 Data Analyst n\u1ed9i b\u1ed9 c\u0169ng hi\u1ec3u r\u00f5 \u0111\u1eb7c th\u00f9 ho\u1ea1t \u0111\u1ed9ng, s\u1ea3n ph\u1ea9m v\u00e0 kh\u00e1ch h\u00e0ng c\u1ee7a doanh nghi\u1ec7p, t\u1eeb \u0111\u00f3 \u0111\u01b0a ra c\u00e1c ph\u00e2n t\u00edch s\u00e1t v\u1edbi th\u1ef1c t\u1ebf h\u01a1n. \u0110i\u1ec1u n\u00e0y gi\u00fap doanh nghi\u1ec7p khai th\u00e1c d\u1eef li\u1ec7u s\u00e2u h\u01a1n, nhanh h\u01a1n v\u00e0 linh ho\u1ea1t h\u01a1n khi c\u1ea7n \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh ho\u1eb7c \u0111i\u1ec1u ch\u1ec9nh chi\u1ebfn l\u01b0\u1ee3c kinh doanh.<\/p>\n
Trong qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1, d\u1eef li\u1ec7u \u0111\u00f3ng vai tr\u00f2 n\u1ec1n t\u1ea3ng \u0111\u1ec3 doanh nghi\u1ec7p x\u00e2y d\u1ef1ng c\u00e1c h\u1ec7 th\u1ed1ng qu\u1ea3n tr\u1ecb hi\u1ec7n \u0111\u1ea1i. M\u1ed9t \u0111\u1ed9i ng\u0169 \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o theo l\u1ed9 tr\u00ecnh Data Analyst b\u00e0i b\u1ea3n s\u1ebd g\u00f3p ph\u1ea7n quan tr\u1ecdng trong vi\u1ec7c x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u, chu\u1ea9n h\u00f3a quy tr\u00ecnh thu th\u1eadp v\u00e0 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u trong doanh nghi\u1ec7p.<\/p>\n
Ngo\u00e0i ra, \u0111\u1ed9i ng\u0169 n\u00e0y c\u00f2n h\u1ed7 tr\u1ee3 ph\u00e1t tri\u1ec3n c\u00e1c dashboard qu\u1ea3n tr\u1ecb, b\u00e1o c\u00e1o ph\u00e2n t\u00edch v\u00e0 c\u00e1c m\u00f4 h\u00ecnh d\u1eef li\u1ec7u gi\u00fap l\u00e3nh \u0111\u1ea1o theo d\u00f5i hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng m\u1ed9t c\u00e1ch tr\u1ef1c quan. Nh\u1edd \u0111\u00f3, doanh nghi\u1ec7p c\u00f3 th\u1ec3 \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh chi\u1ebfn l\u01b0\u1ee3c d\u1ef1a tr\u00ean d\u1eef li\u1ec7u, n\u00e2ng cao hi\u1ec7u qu\u1ea3 qu\u1ea3n tr\u1ecb v\u00e0 th\u00fac \u0111\u1ea9y qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 di\u1ec5n ra nhanh ch\u00f3ng v\u00e0 b\u1ec1n v\u1eefng.<\/p>\n
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\u0110\u1ec3 x\u00e2y d\u1ef1ng n\u0103ng l\u1ef1c ph\u00e2n t\u00edch d\u1eef li\u1ec7u cho \u0111\u1ed9i ng\u0169, doanh nghi\u1ec7p n\u00ean tri\u1ec3n khai l\u1ed9 tr\u00ecnh h\u1ecdc Data Analyst theo t\u1eebng giai \u0111o\u1ea1n r\u00f5 r\u00e0ng. M\u1ed7i giai \u0111o\u1ea1n t\u1eadp trung ph\u00e1t tri\u1ec3n m\u1ed9t nh\u00f3m n\u0103ng l\u1ef1c quan tr\u1ecdng, gi\u00fap nh\u00e2n s\u1ef1 ti\u1ebfn t\u1eeb n\u1ec1n t\u1ea3ng \u0111\u1ebfn \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf.<\/p>\n
Tr\u01b0\u1edbc khi h\u1ecdc c\u00e1c c\u00f4ng c\u1ee5 k\u1ef9 thu\u1eadt, nh\u00e2n s\u1ef1 c\u1ea7n hi\u1ec3u c\u00e1ch t\u01b0 duy v\u00e0 ti\u1ebfp c\u1eadn d\u1eef li\u1ec7u trong b\u1ed1i c\u1ea3nh kinh doanh.<\/p>\n
\u1ede giai \u0111o\u1ea1n n\u00e0y, n\u1ed9i dung \u0111\u00e0o t\u1ea1o th\u01b0\u1eddng t\u1eadp trung v\u00e0o:<\/p>\n
T\u01b0 duy ph\u00e2n t\u00edch d\u1eef li\u1ec7u trong doanh nghi\u1ec7p<\/p>\n<\/li>\n
C\u00e1c lo\u1ea1i d\u1eef li\u1ec7u ph\u1ed5 bi\u1ebfn trong ho\u1ea1t \u0111\u1ed9ng kinh doanh<\/p>\n<\/li>\n
Quy tr\u00ecnh ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb \u0111\u1eb7t c\u00e2u h\u1ecfi \u0111\u1ebfn \u0111\u01b0a ra insight<\/p>\n<\/li>\n
C\u00e1c ch\u1ec9 s\u1ed1 kinh doanh quan tr\u1ecdng (KPIs)<\/p>\n<\/li>\n
C\u00e1ch \u0111\u1ecdc v\u00e0 hi\u1ec3u b\u00e1o c\u00e1o d\u1eef li\u1ec7u<\/p>\n<\/li>\n<\/ul>\n
\u0110\u00e2y l\u00e0 b\u01b0\u1edbc quan tr\u1ecdng gi\u00fap tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi l\u00e0m Data Analyst c\u1ea7n h\u1ecdc g\u00ec tr\u01b0\u1edbc khi \u0111i s\u00e2u v\u00e0o c\u00e1c c\u00f4ng c\u1ee5 k\u1ef9 thu\u1eadt. Ngo\u00e0i ra, vi\u1ec7c s\u1eed d\u1ee5ng \u0111\u00fang t\u00e0i li\u1ec7u Data Analysis n\u1ec1n t\u1ea3ng s\u1ebd gi\u00fap nh\u00e2n s\u1ef1 hi\u1ec3u b\u1ea3n ch\u1ea5t c\u1ee7a d\u1eef li\u1ec7u thay v\u00ec ch\u1ec9 h\u1ecdc thao t\u00e1c c\u00f4ng c\u1ee5.<\/p>\n
Sau khi c\u00f3 n\u1ec1n t\u1ea3ng t\u01b0 duy d\u1eef li\u1ec7u, b\u01b0\u1edbc ti\u1ebfp theo trong l\u1ed9 tr\u00ecnh h\u1ecdc Data Analysis l\u00e0 l\u00e0m ch\u1ee7 c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch ph\u1ed5 bi\u1ebfn.<\/p>\n
M\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh h\u1ecdc Data Analysis cho doanh nghi\u1ec7p th\u01b0\u1eddng bao g\u1ed3m:<\/p>\n
Excel cho ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/p>\n
X\u1eed l\u00fd v\u00e0 l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u<\/p>\n<\/li>\n
Pivot Table, Power Query<\/p>\n<\/li>\n
C\u00e1c h\u00e0m ph\u00e2n t\u00edch d\u1eef li\u1ec7u n\u00e2ng cao<\/p>\n<\/li>\n<\/ul>\n
SQL cho truy v\u1ea5n d\u1eef li\u1ec7u<\/p>\n
Truy xu\u1ea5t d\u1eef li\u1ec7u t\u1eeb h\u1ec7 th\u1ed1ng database<\/p>\n<\/li>\n
T\u1ed5ng h\u1ee3p v\u00e0 l\u1ecdc d\u1eef li\u1ec7u theo \u0111i\u1ec1u ki\u1ec7n<\/p>\n<\/li>\n
T\u1ed1i \u01b0u truy v\u1ea5n cho b\u00e1o c\u00e1o<\/p>\n<\/li>\n<\/ul>\n
Python cho ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/p>\n
X\u1eed l\u00fd d\u1eef li\u1ec7u v\u1edbi Pandas<\/p>\n<\/li>\n
Ph\u00e2n t\u00edch v\u00e0 kh\u00e1m ph\u00e1 d\u1eef li\u1ec7u<\/p>\n<\/li>\n
T\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c quy tr\u00ecnh x\u1eed l\u00fd d\u1eef li\u1ec7u<\/p>\n<\/li>\n<\/ul>\n
C\u00f4ng c\u1ee5 BI (Business Intelligence)<\/p>\n
K\u1ebft n\u1ed1i d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n<\/p>\n<\/li>\n
T\u1ea1o b\u00e1o c\u00e1o v\u00e0 dashboard tr\u1ef1c quan<\/p>\n<\/li>\n<\/ul>\n
Vi\u1ec7c th\u00e0nh th\u1ea1o c\u00e1c c\u00f4ng c\u1ee5 n\u00e0y gi\u00fap Data Analyst c\u00f3 th\u1ec3 x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn, ph\u00e2n t\u00edch xu h\u01b0\u1edbng v\u00e0 cung c\u1ea5p th\u00f4ng tin ph\u1ee5c v\u1ee5 c\u00e1c quy\u1ebft \u0111\u1ecbnh kinh doanh.<\/p>\n
![\"\"](\"https:\/\/vtiedu.click\/wp-content\/uploads\/2026\/03\/Lo-trinh-hoc-Data-Analyst-tu-co-ban-den-ung-dung-thuc-te-trong-doanh-nghiep.jpg\")
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M\u1ed9t ph\u1ea7n quan tr\u1ecdng trong l\u1ed9 tr\u00ecnh Data Analyst l\u00e0 kh\u1ea3 n\u0103ng truy\u1ec1n t\u1ea3i k\u1ebft qu\u1ea3 ph\u00e2n t\u00edch m\u1ed9t c\u00e1ch d\u1ec5 hi\u1ec3u cho l\u00e3nh \u0111\u1ea1o v\u00e0 c\u00e1c ph\u00f2ng ban.<\/p>\n
\u1ede giai \u0111o\u1ea1n n\u00e0y, nh\u00e2n s\u1ef1 s\u1ebd h\u1ecdc c\u00e1ch:<\/p>\n
Thi\u1ebft k\u1ebf bi\u1ec3u \u0111\u1ed3 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u<\/p>\n<\/li>\n
X\u00e2y d\u1ef1ng dashboard theo c\u00e1c ch\u1ec9 s\u1ed1 kinh doanh<\/p>\n<\/li>\n
K\u1ec3 chuy\u1ec7n b\u1eb1ng d\u1eef li\u1ec7u (data storytelling)<\/p>\n<\/li>\n
Thi\u1ebft k\u1ebf b\u00e1o c\u00e1o h\u1ed7 tr\u1ee3 ra quy\u1ebft \u0111\u1ecbnh<\/p>\n<\/li>\n<\/ul>\n
C\u00e1c dashboard qu\u1ea3n tr\u1ecb gi\u00fap l\u00e3nh \u0111\u1ea1o theo d\u00f5i t\u00ecnh h\u00ecnh kinh doanh theo th\u1eddi gian th\u1ef1c, t\u1eeb doanh thu, marketing \u0111\u1ebfn hi\u1ec7u su\u1ea5t v\u1eadn h\u00e0nh.<\/p>\n
\u0110\u1ec3 \u0111\u1ea1t hi\u1ec7u qu\u1ea3, doanh nghi\u1ec7p n\u00ean k\u1ebft h\u1ee3p th\u1ef1c h\u00e0nh tr\u00ean d\u1eef li\u1ec7u th\u1ef1c t\u1ebf c\u00f9ng v\u1edbi t\u00e0i li\u1ec7u h\u1ecdc Data Analysis \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng theo b\u00e0i to\u00e1n kinh doanh c\u1ee5 th\u1ec3.<\/p>\n
Tr\u00ean th\u1ef1c t\u1ebf, m\u1ed7i doanh nghi\u1ec7p s\u1edf h\u1eefu h\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u, quy tr\u00ecnh v\u1eadn h\u00e0nh v\u00e0 m\u1ee5c ti\u00eau kinh doanh kh\u00e1c nhau. V\u00ec v\u1eady, vi\u1ec7c tri\u1ec3n khai m\u1ed9t l\u1ed9 tr\u00ecnh h\u1ecdc Data Analyst hi\u1ec7u qu\u1ea3 kh\u00f4ng ch\u1ec9 d\u1eebng l\u1ea1i \u1edf vi\u1ec7c \u0111\u00e0o t\u1ea1o c\u00f4ng c\u1ee5, m\u00e0 c\u1ea7n \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf d\u1ef1a tr\u00ean b\u1ed1i c\u1ea3nh d\u1eef li\u1ec7u v\u00e0 b\u00e0i to\u00e1n th\u1ef1c t\u1ebf c\u1ee7a t\u1ed5 ch\u1ee9c.<\/p>\n
T\u1ea1i VTI Academy, c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh h\u1ecdc Data Analysis d\u00e0nh cho doanh nghi\u1ec7p \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng theo \u0111\u1ecbnh h\u01b0\u1edbng \u1ee9ng d\u1ee5ng. N\u1ed9i dung \u0111\u00e0o t\u1ea1o kh\u00f4ng ch\u1ec9 t\u1eadp trung v\u00e0o ki\u1ebfn th\u1ee9c n\u1ec1n t\u1ea3ng m\u00e0 c\u00f2n g\u1eafn v\u1edbi c\u00e1c t\u00ecnh hu\u1ed1ng d\u1eef li\u1ec7u th\u01b0\u1eddng g\u1eb7p trong ho\u1ea1t \u0111\u1ed9ng kinh doanh nh\u01b0 ph\u00e2n t\u00edch doanh thu, t\u1ed1i \u01b0u marketing hay theo d\u00f5i hi\u1ec7u su\u1ea5t v\u1eadn h\u00e0nh.<\/p>\n
\u0110i\u1ec3m kh\u00e1c bi\u1ec7t c\u1ee7a ch\u01b0\u01a1ng tr\u00ecnh n\u1eb1m \u1edf c\u00e1ch x\u00e2y d\u1ef1ng l\u1ed9 tr\u00ecnh h\u1ecdc Data Analysis theo t\u1eebng giai \u0111o\u1ea1n n\u0103ng l\u1ef1c c\u1ee7a \u0111\u1ed9i ng\u0169. Doanh nghi\u1ec7p c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u t\u1eeb vi\u1ec7c trang b\u1ecb t\u01b0 duy d\u1eef li\u1ec7u, sau \u0111\u00f3 ph\u00e1t tri\u1ec3n k\u1ef9 n\u0103ng s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 Excel, SQL, Python v\u00e0 BI \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. Trong qu\u00e1 tr\u00ecnh \u0111\u00e0o t\u1ea1o, h\u1ecdc vi\u00ean \u0111\u01b0\u1ee3c th\u1ef1c h\u00e0nh tr\u1ef1c ti\u1ebfp tr\u00ean c\u00e1c b\u1ed9 d\u1eef li\u1ec7u v\u00e0 h\u1ec7 th\u1ed1ng b\u00e1o c\u00e1o g\u1ea7n v\u1edbi m\u00f4i tr\u01b0\u1eddng l\u00e0m vi\u1ec7c th\u1ef1c t\u1ebf.<\/p>\n
B\u00ean c\u1ea1nh n\u1ed9i dung \u0111\u00e0o t\u1ea1o, h\u1ec7 th\u1ed1ng t\u00e0i li\u1ec7u h\u1ecdc Data Analysis c\u0169ng \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng b\u00e0i b\u1ea3n \u0111\u1ec3 h\u1ed7 tr\u1ee3 nh\u00e2n s\u1ef1 t\u1ef1 h\u1ecdc v\u00e0 \u1ee9ng d\u1ee5ng sau kh\u00f3a h\u1ecdc. C\u00e1c t\u00e0i li\u1ec7u Data Analysis n\u00e0y t\u1eadp trung v\u00e0o ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch d\u1eef li\u1ec7u, quy tr\u00ecnh x\u00e2y d\u1ef1ng dashboard v\u00e0 c\u00e1ch chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u th\u00e0nh insight ph\u1ee5c v\u1ee5 qu\u1ea3n tr\u1ecb.<\/p>\n
V\u1edbi c\u00e1ch ti\u1ebfp c\u1eadn ch\u00fa tr\u1ecdng t\u00ednh \u1ee9ng d\u1ee5ng, ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o t\u1ea1i VTI Academy h\u01b0\u1edbng t\u1edbi m\u1ee5c ti\u00eau gi\u00fap doanh nghi\u1ec7p t\u1eebng b\u01b0\u1edbc h\u00ecnh th\u00e0nh \u0111\u1ed9i ng\u0169 Data Analyst n\u1ed9i b\u1ed9 c\u00f3 kh\u1ea3 n\u0103ng khai th\u00e1c d\u1eef li\u1ec7u ph\u1ee5c v\u1ee5 ho\u1ea1t \u0111\u1ed9ng kinh doanh. Khi \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o theo m\u1ed9t l\u1ed9 tr\u00ecnh Data Analyst r\u00f5 r\u00e0ng, nh\u00e2n s\u1ef1 kh\u00f4ng ch\u1ec9 hi\u1ec3u c\u00e1ch x\u1eed l\u00fd d\u1eef li\u1ec7u m\u00e0 c\u00f2n bi\u1ebft c\u00e1ch bi\u1ebfn d\u1eef li\u1ec7u th\u00e0nh th\u00f4ng tin gi\u00e1 tr\u1ecb cho vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh.<\/p>\n
V\u1eady l\u00e0 b\u00e0i vi\u1ebft \u0111\u00e3 chia s\u1ebb chi ti\u1ebft v\u1ec1 l\u1ed9 tr\u00ecnh h\u1ecdc Data Analyst t\u1eeb n\u1ec1n t\u1ea3ng t\u01b0 duy d\u1eef li\u1ec7u \u0111\u1ebfn kh\u1ea3 n\u0103ng \u1ee9ng d\u1ee5ng v\u00e0o th\u1ef1c t\u1ebf trong doanh nghi\u1ec7p. Vi\u1ec7c x\u00e2y d\u1ef1ng \u0111\u1ed9i ng\u0169 Data Analyst n\u1ed9i b\u1ed9 kh\u00f4ng ch\u1ec9 gi\u00fap doanh nghi\u1ec7p khai th\u00e1c d\u1eef li\u1ec7u hi\u1ec7u qu\u1ea3 h\u01a1n m\u00e0 c\u00f2n n\u00e2ng cao n\u0103ng l\u1ef1c ra quy\u1ebft \u0111\u1ecbnh v\u00e0 th\u00fac \u0111\u1ea9y qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1.<\/p>\n
\u0110\u1ec3 c\u1eadp nh\u1eadt th\u00eam nhi\u1ec1u ki\u1ebfn th\u1ee9c h\u1eefu \u00edch v\u1ec1 Data Analysis, Business Analysis v\u00e0 c\u00e1c k\u1ef9 n\u0103ng c\u00f4ng ngh\u1ec7 cho doanh nghi\u1ec7p, b\u1ea1n c\u00f3 th\u1ec3 theo d\u00f5i website c\u1ee7a VTI Academy. N\u1ebfu doanh nghi\u1ec7p \u0111ang c\u00f3 nhu c\u1ea7u x\u00e2y d\u1ef1ng l\u1ed9 tr\u00ecnh h\u1ecdc Data Analyst ho\u1eb7c tri\u1ec3n khai ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o ph\u00e2n t\u00edch d\u1eef li\u1ec7u cho \u0111\u1ed9i ng\u0169 n\u1ed9i b\u1ed9, h\u00e3y li\u00ean h\u1ec7 VTI Academy \u0111\u1ec3 \u0111\u01b0\u1ee3c t\u01b0 v\u1ea5n chi ti\u1ebft v\u00e0 thi\u1ebft k\u1ebf kh\u00f3a h\u1ecdc ph\u00f9 h\u1ee3p.<\/p>\n","protected":false},"excerpt":{"rendered":"
Data Analyst l\u00e0 v\u1ecb tr\u00ed quan tr\u1ecdng gi\u00fap doanh nghi\u1ec7p c\u00f3 th\u1ec3 khai th\u00e1c v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 ph\u1ee5c v\u1ee5 ho\u1ea1t \u0111\u1ed9ng kinh doanh. V\u00ec v\u1eady, nhi\u1ec1u t\u1ed5 ch\u1ee9c b\u1eaft \u0111\u1ea7u ch\u00fa tr\u1ecdng v\u00e0o x\u00e2y d\u1ef1ng l\u1ed9 tr\u00ecnh h\u1ecdc Data Analyst cho nh\u00e2n s\u1ef1 n\u1ed9i b\u1ed9 nh\u1eb1m ph\u00e1t tri\u1ec3n n\u0103ng l\u1ef1c ph\u00e2n t\u00edch […]<\/p>\n","protected":false},"author":13,"featured_media":10462,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-10433","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/posts\/10433","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/users\/13"}],"replies":[{"embeddable":true,"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/comments?post=10433"}],"version-history":[{"count":2,"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/posts\/10433\/revisions"}],"predecessor-version":[{"id":10465,"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/posts\/10433\/revisions\/10465"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/media\/10462"}],"wp:attachment":[{"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/media?parent=10433"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/categories?post=10433"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/tags?post=10433"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}