![\"L\u1ee3i](\"https:\/\/adsplus.vn\/blog\/wp-content\/uploads\/2024\/02\/ung-dung-ai-trong-phan-tich-du-lieu.png\")
<\/figure><\/div>\n\n\nXem th\u00eam:<\/strong><\/h4>\n\n\n\n\n- Associate product manager l\u00e0 g\u00ec? Vai tr\u00f2, nhi\u1ec7m v\u1ee5 v\u00e0 k\u1ef9 n\u0103ng<\/a><\/li>\n\n\n\n
- Instagram th\u00f4ng b\u00e1o khi ch\u1ee5p m\u00e0n h\u00ecnh: C\u00f3 hay kh\u00f4ng?<\/a><\/li>\n\n\n\n
- Xu h\u01b0\u1edbng \u1ee9ng d\u1ee5ng AI v\u00e0o Content Marketing<\/a><\/li>\n<\/ul>\n\n\n\n
AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u00e0 g\u00ec?<\/strong><\/h2>\n\n\n\nPh\u00e2n t\u00edch d\u1eef li\u1ec7u v\u1edbi AI l\u00e0 qu\u00e1 tr\u00ecnh s\u1eed d\u1ee5ng m\u00e1y h\u1ecdc v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 t\u00ecm ra th\u00f4ng tin h\u1eefu \u00edch t\u1eeb d\u1eef li\u1ec7u l\u1edbn. Trong marketing, n\u00f3 gi\u00fap tr\u00edch xu\u1ea5t th\u00f4ng tin t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau nh\u01b0 m\u1ea1ng x\u00e3 h\u1ed9i, trang web \u0111\u00e1nh gi\u00e1 v\u00e0 kh\u1ea3o s\u00e1t. Vi\u1ec7c n\u00e0y \u0111\u1ec3 gi\u00fap c\u00e1c nh\u00f3m ch\u1ee9c n\u0103ng th\u1ef1c hi\u1ec7n c\u00f4ng vi\u1ec7c hi\u1ec7u qu\u1ea3 h\u01a1n. Ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1ef1 \u0111\u1ed9ng h\u00f3a gi\u00fap lo\u1ea1i b\u1ecf s\u1ef1 ph\u1ee5 thu\u1ed9c v\u00e0o t\u00e1c v\u1ee5 th\u1ee7 c\u00f4ng. L\u00e0m t\u0103ng \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 t\u00ednh k\u1ecbp th\u1eddi c\u1ee7a b\u00e1o c\u00e1o. T\u1eeb \u0111\u00f3 gi\u1ea3i ph\u00f3ng th\u1eddi gian cho nh\u00e2n vi\u00ean t\u1eadp trung v\u00e0o c\u00f4ng vi\u1ec7c chi\u1ebfn l\u01b0\u1ee3c ph\u1ee9c t\u1ea1p h\u01a1n.<\/p>\n\n\n\n
Ph\u00e2n t\u00edch d\u1eef li\u1ec7u b\u1eb1ng AI thay \u0111\u1ed5i ph\u01b0\u01a1ng th\u1ee9c ph\u00e2n t\u00edch truy\u1ec1n th\u1ed1ng nh\u01b0 th\u1ebf n\u00e0o?<\/strong><\/h2>\n\n\n\nPh\u00e2n t\u00edch m\u00f4 t\u1ea3<\/strong><\/h3>\n\n\n\nDi\u1ec5n gi\u1ea3i hi\u1ec7u su\u1ea5t d\u1ef1a tr\u00ean d\u1eef li\u1ec7u hi\u1ec7n c\u00f3. T\u1eadp trung v\u00e0o b\u1ea3ng b\u00e1o c\u00e1o t\u00f3m t\u1eaft nhanh v\u1ec1 th\u00f4ng tin chi ti\u1ebft. Ph\u00e2n t\u00edch AI cung c\u1ea5p b\u00e1o c\u00e1o to\u00e0n di\u1ec7n h\u01a1n v\u1ec1 hi\u1ec7u su\u1ea5t li\u00ean t\u1ee5c. B\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng ph\u00e2n t\u00edch xu h\u01b0\u1edbng \u0111\u1ec3 cung c\u1ea5p c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n v\u1ec1 c\u00e1c y\u1ebfu t\u1ed1 kh\u00e1c nhau v\u00e0 thay \u0111\u1ed5i theo th\u1eddi gian.<\/p>\n\n\n\n
Ph\u00e2n t\u00edch ch\u1ea9n \u0111o\u00e1n<\/strong><\/h3>\n\n\n\nAI c\u00f3 th\u1ec3 ph\u00e2n t\u00edch kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u l\u1ecbch s\u1eed v\u00e0 th\u1eddi gian th\u1ef1c t\u1eeb c\u00e1c ngu\u1ed3n kh\u00e1c nhau. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 t\u00ecm ra m\u00f4 h\u00ecnh, xu h\u01b0\u1edbng v\u00e0 \u0111i\u1ec3m b\u1ea5t th\u01b0\u1eddng nhanh ch\u00f3ng v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n\n\n\n
Ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n<\/strong><\/h3>\n\n\n\nS\u1eed d\u1ee5ng \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng v\u00e0 k\u1ebft qu\u1ea3 trong t\u01b0\u01a1ng lai d\u1ef1a tr\u00ean d\u1eef li\u1ec7u l\u1ecbch s\u1eed. B\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh th\u1ed1ng k\u00ea v\u00e0 k\u1ef9 thu\u1eadt d\u1ef1 b\u00e1o. AI s\u1eed d\u1ee5ng h\u1ecdc m\u00e1y v\u00e0 h\u1ecdc s\u00e2u \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng trong t\u01b0\u01a1ng lai. \u0110\u01b0a ra d\u1ef1 b\u00e1o nhanh h\u01a1n, ch\u00ednh x\u00e1c h\u01a1n.<\/p>\n\n\n\n
Ph\u00e2n t\u00edch theo quy \u0111\u1ecbnh<\/strong><\/h3>\n\n\n\nCung c\u1ea5p hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc t\u1eeb ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n \u0111\u1ec3 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t kinh doanh trong t\u01b0\u01a1ng lai. AI cho ph\u00e9p ph\u00e2n t\u00edch d\u1eef li\u1ec7u theo th\u1eddi gian th\u1ef1c \u0111\u1ec3 doanh nghi\u1ec7p c\u00f3 th\u1ec3 theo d\u00f5i. T\u1eeb \u0111\u00f3 \u0111i\u1ec1u ch\u1ec9nh chi\u1ebfn l\u01b0\u1ee3c, chi\u1ebfn d\u1ecbch k\u1ecbp th\u1eddi.<\/p>\n\n\n\n
Nh\u1eefng y\u1ebfu t\u1ed1 quan tr\u1ecdng trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u AI l\u00e0 g\u00ec?<\/strong><\/h2>\n\n\n\nMachine learning (M\u00e1y h\u1ecdc)<\/strong><\/h3>\n\n\n\nM\u00e1y h\u1ecdc gi\u00fap c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch t\u1ef1 \u0111\u1ed9ng t\u00ecm ra c\u00e1c m\u1eabu trong d\u1eef li\u1ec7u. Vi\u1ec7c n\u00e0y \u0111\u1ec3 c\u00f3 th\u1ec3 t\u1ed5ng h\u1ee3p ch\u00fang v\u00e0 \u0111\u01b0a ra hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc. N\u00f3 gi\u00fap x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 \u0111\u1ec3 t\u00ecm ra c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u quan tr\u1ecdng \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n.<\/p>\n\n\n\n
Natural language processing (X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean)<\/strong><\/h3>\n\n\n\nX\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean gi\u00fap c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch hi\u1ec3u v\u00e0 gi\u1ea3i th\u00edch ng\u00f4n ng\u1eef c\u1ee7a con ng\u01b0\u1eddi. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 t\u00ecm ra th\u00f4ng tin c\u00f3 \u00fd ngh\u0129a. NLP quan tr\u1ecdng trong vi\u1ec7c ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb m\u1ea1ng x\u00e3 h\u1ed9i, \u0111\u00e1nh gi\u00e1 c\u1ee7a kh\u00e1ch h\u00e0ng, blog, b\u00e0i b\u00e1o v\u00e0 d\u1eef li\u1ec7u v\u0103n b\u1ea3n kh\u00e1c.<\/p>\n\n\n\n
Neural networks (M\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh) <\/strong><\/h3>\n\n\n\nM\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh l\u00e0 c\u00e1c thu\u1eadt to\u00e1n \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng \u0111\u1ec3 hi\u1ec3u m\u1ed1i quan h\u1ec7 gi\u1eefa c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u b\u1eb1ng m\u00e1y h\u1ecdc. Ch\u00fang \u0111\u01b0\u1ee3c l\u1ea5y c\u1ea3m h\u1ee9ng t\u1eeb c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a b\u1ed9 n\u00e3o con ng\u01b0\u1eddi. Gi\u00fap c\u00f4ng c\u1ee5 AI tr\u1edf n\u00ean th\u00f4ng minh h\u01a1n v\u00e0 ch\u00ednh x\u00e1c h\u01a1n theo th\u1eddi gian.<\/p>\n\n\n\n
Deep learning (H\u1ecdc s\u00e2u)<\/strong><\/h3>\n\n\n\nThu\u1eadt to\u00e1n h\u1ecdc s\u00e2u l\u00e0 c\u00e1c m\u1ea1ng n\u01a1-ron ti\u00ean ti\u1ebfn x\u1eed l\u00fd d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng nhi\u1ec1u l\u1edbp n\u00fat \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u1edbi nhau. \u0110i\u1ec1u n\u00e0y gi\u00fap n\u00f3 th\u00edch \u1ee9ng v\u1edbi nhi\u1ec1u lo\u1ea1i d\u1eef li\u1ec7u v\u00e0 r\u00fat ra hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc h\u01a1n. Vi\u1ec7c n\u00e0y \u0111\u1ec3 ph\u00e2n t\u00edch ph\u1ee9c t\u1ea1p h\u01a1n so v\u1edbi ph\u00e2n t\u00edch d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng.<\/p>\n\n\n\n
L\u1ee3i \u00edch c\u1ee7a vi\u1ec7c \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u00e0 g\u00ec?<\/strong><\/h2>\n\n\n\nT\u1ef1 \u0111\u1ed9ng h\u00f3a<\/strong><\/h3>\n\n\n\nPh\u00e2n t\u00edch AI gi\u00fap t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c ph\u00e9p t\u00ednh th\u1ed1ng k\u00ea \u0111\u1ec3 theo d\u00f5i c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t ch\u00ednh (KPI) tr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng doanh nghi\u1ec7p. \u0110i\u1ec1u n\u00e0y t\u0103ng c\u01b0\u1eddng hi\u1ec7u qu\u1ea3 b\u1eb1ng c\u00e1ch gi\u1ea3m th\u1eddi gian cho c\u00e1c nhi\u1ec7m v\u1ee5 v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. T\u1eeb \u0111\u00f3 r\u00fat ra hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u v\u00e0 kh\u00e1ch h\u00e0ng. T\u00ednh n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a d\u1ef1a tr\u00ean h\u1ecdc m\u00e1y (ML) n\u00e0y gi\u00fap ti\u1ebft ki\u1ec7m th\u1eddi gian qu\u00fd b\u00e1u \u0111\u1ec3 t\u1eadp trung v\u00e0o vi\u1ec7c l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 chi\u1ebfn l\u01b0\u1ee3c. \u0110\u1ed3ng th\u1eddi gi\u1ea3m b\u1edbt kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c v\u00e0 c\u1ea3n tr\u1edf trong quy tr\u00ecnh l\u00e0m vi\u1ec7c.<\/p>\n\n\n\n
Kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng<\/strong><\/h3>\n\n\n\nPh\u00e2n t\u00edch AI gi\u00fap gi\u1ea3m b\u1edbt nh\u1eefng th\u00e1ch th\u1ee9c trong vi\u1ec7c m\u1edf r\u1ed9ng kinh doanh. B\u1eb1ng c\u00e1ch hi\u1ec7u qu\u1ea3 x\u1eed l\u00fd c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau \u0111\u1ec3 cung c\u1ea5p th\u00f4ng tin chuy\u00ean s\u00e2u theo th\u1eddi gian th\u1ef1c. \u0110i\u1ec1u m\u00e0 kh\u00f4ng th\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u01b0\u1ee3c v\u1edbi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng.<\/p>\n\n\n\n
Khi t\u00edch h\u1ee3p v\u1edbi ph\u1ea7n m\u1ec1m qu\u1ea3n l\u00fd quan h\u1ec7 kh\u00e1ch h\u00e0ng (CRM) v\u00e0 ph\u1ea7n m\u1ec1m kinh doanh th\u00f4ng minh c\u1ee7a c\u00f4ng ty. C\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 v\u1eady s\u1ebd t\u0103ng c\u01b0\u1eddng k\u1ebft qu\u1ea3 c\u1ee7a nh\u1eefng hi\u1ec3u bi\u1ebft \u0111\u01b0\u1ee3c nh\u1eafm m\u1ee5c ti\u00eau b\u1eb1ng c\u00e1ch tham chi\u1ebfu ch\u00e9o c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u. X\u00e1c \u0111\u1ecbnh c\u00e1c m\u1eabu trong h\u1ed3 s\u01a1 kh\u00e1ch h\u00e0ng v\u00e0 c\u00e1c m\u1eabu mua h\u00e0ng. Do \u0111\u00f3, mang l\u1ea1i c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n h\u01a1n v\u1ec1 kh\u00e1ch h\u00e0ng hi\u1ec7n t\u1ea1i v\u00e0 kh\u00e1ch h\u00e0ng ti\u1ec1m n\u0103ng c\u1ee7a b\u1ea1n.<\/p>\n\n\n\n
\u0110\u1ed9 ch\u00ednh x\u00e1c<\/strong><\/h3>\n\n\n\nK\u1ebft qu\u1ea3 t\u1eeb ph\u00e2n t\u00edch d\u1eef li\u1ec7u AI c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao h\u01a1n so v\u1edbi ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch d\u1eef li\u1ec7u th\u1ee7 c\u00f4ng. \u0110i\u1ec1u n\u00e0y l\u00e0 do \u00edt ph\u1ea1m vi x\u1ea3y ra l\u1ed7i, th\u00e0nh ki\u1ebfn ho\u1eb7c h\u1ea1n ch\u1ebf c\u1ee7a con ng\u01b0\u1eddi h\u01a1n. Ch\u1eb3ng h\u1ea1n nh\u01b0 lo\u1ea1i tr\u1eeb d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch ch\u1ee7 quan ho\u1eb7c trong qu\u00e1 tr\u00ecnh t\u00ednh to\u00e1n c\u00e1c s\u1ed1 li\u1ec7u ph\u1ee9c t\u1ea1p.<\/p>\n\n\n\n
C\u00f4ng c\u1ee5 \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/strong><\/h2>\n\n\n\nPower BI<\/strong><\/h3>\n\n\n\nPower BI l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 tr\u1ef1c quan h\u00f3a th\u00f4ng tin chi ti\u1ebft. N\u00f3 cung c\u1ea5p c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u. B\u1eb1ng c\u00e1ch t\u1ea1o ra bi\u1ec3u \u0111\u1ed3 t\u1eeb h\u00e0ng tri\u1ec7u \u0111i\u1ec3m d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau c\u00f3 \u0111\u1ed9 ph\u1ee9c t\u1ea1p kh\u00e1c nhau. \u0110\u1eb7c bi\u1ec7t h\u1eefu \u00edch n\u1ebfu b\u1ea1n c\u00f3 kinh nghi\u1ec7m s\u1eed d\u1ee5ng Microsoft Excel. V\u00ec c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng t\u1ea1o v\u00e0 ch\u1ec9nh s\u1eeda b\u00e1o c\u00e1o theo y\u00eau c\u1ea7u. Sau \u0111\u00f3 chia s\u1ebb ch\u00fang v\u1edbi c\u00e1c nh\u00f3m. \u0110\u1ec3 s\u1eed d\u1ee5ng hi\u1ec7u qu\u1ea3, b\u1ea1n c\u1ea7n ph\u1ea3i c\u00f3 ki\u1ebfn th\u1ee9c v\u1ec1 m\u00e3 h\u00f3a. V\u00ec b\u1ea1n s\u1ebd c\u1ea7n n\u00f3 \u0111\u1ec3 hi\u1ec3u c\u00e1c bi\u1ec3u th\u1ee9c ph\u00e2n t\u00edch d\u1eef li\u1ec7u (DAX) khi x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh d\u1eef li\u1ec7u v\u00e0 l\u00e0m vi\u1ec7c v\u1edbi m\u00e3 M \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u.<\/p>\n\n\n
\n![\"C\u00f4ng](\"https:\/\/adsplus.vn\/blog\/wp-content\/uploads\/2024\/01\/image-57-1024x476.png\")
<\/figure><\/div>\n\n\nMonkeyLearn<\/strong><\/h3>\n\n\n\nMonkeyLearn l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch v\u0103n b\u1ea3n s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. N\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a ph\u1ea3n h\u1ed3i t\u1eeb kh\u00e1ch h\u00e0ng. Ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb c\u00e1c cu\u1ed9c kh\u1ea3o s\u00e1t \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh ch\u1ee7 \u0111\u1ec1 li\u00ean quan \u0111\u1ebfn \u0111\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau. T\u1eeb \u0111\u00f3 r\u00fat ra nh\u1eefng th\u00f4ng tin h\u1eefu \u00edch. M\u1eb7c d\u00f9 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 h\u1ed7 tr\u1ee3 qu\u1ea3n l\u00fd tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng. C\u00f4ng c\u1ee5 n\u00e0y kh\u00f4ng hi\u1ec7u qu\u1ea3 trong vi\u1ec7c x\u1eed l\u00fd s\u1ed1 l\u01b0\u1ee3ng l\u1edbn y\u00eau c\u1ea7u ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng. \u0110i\u1ec1u n\u00e0y g\u00e2y kh\u00f3 kh\u0103n cho vi\u1ec7c m\u1edf r\u1ed9ng quy m\u00f4 ho\u1eb7c t\u00edch h\u1ee3p v\u1edbi c\u00e1c nhu c\u1ea7u h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng.<\/p>\n\n\n
\n![\"C\u00f4ng](\"https:\/\/adsplus.vn\/blog\/wp-content\/uploads\/2024\/01\/image-58-1024x516.png\")
<\/figure><\/div>\n\n\nTableau<\/strong><\/h3>\n\n\n\nTableau l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch v\u00e0 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u m\u00e0 b\u1ea1n s\u1eed d\u1ee5ng \u0111\u1ec3 hi\u1ec3u d\u1eef li\u1ec7u c\u1ee7a m\u00ecnh. Qua \u0111\u00f3 thu \u0111\u01b0\u1ee3c nh\u1eefng hi\u1ec3u bi\u1ebft c\u00f3 \u00fd ngh\u0129a v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u. C\u0169ng nh\u01b0 t\u1ea1o b\u00e1o c\u00e1o trong th\u1eddi gian th\u1ef1c. Tableau cung c\u1ea5p kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i m\u1ea1nh m\u1ebd v\u1edbi nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u kh\u00e1c nhau. N\u00f3 \u0111em l\u1ea1i c\u00e1i nh\u00ecn th\u1ed1ng nh\u1ea5t v\u1ec1 d\u1eef li\u1ec7u c\u0169ng nh\u01b0 th\u00f4ng tin chi ti\u1ebft c\u1ee7a b\u1ea1n. \u0110\u1ec3 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a ti\u1ec1m n\u0103ng c\u1ee7a n\u00f3, Tableau y\u00eau c\u1ea7u ng\u01b0\u1eddi d\u00f9ng \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o v\u1ec1 n\u1ec1n t\u1ea3ng n\u00e0y.<\/p>\n\n\n
\n![\"Tableau\"](\"https:\/\/adsplus.vn\/blog\/wp-content\/uploads\/2024\/01\/image-59-1024x479.png\")
<\/figure><\/div>\n\n\nSisense<\/strong><\/h3>\n\n\n\nSisense l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u1ee9ng d\u1ee5ng AI. N\u00f3 c\u00f3 kh\u1ea3 n\u0103ng truy c\u1eadp v\u00e0o nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u tr\u1ef1c tuy\u1ebfn. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 cung c\u1ea5p th\u00f4ng tin chi ti\u1ebft trong c\u00e1c b\u00e1o c\u00e1o linh ho\u1ea1t. N\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1edfi c\u00e1c nh\u00f3m kh\u00f4ng chuy\u00ean v\u1ec1 k\u1ef9 thu\u1eadt cao. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch d\u1eef li\u1ec7u s\u01a1 b\u1ed9 cho c\u00e1c ho\u1ea1t \u0111\u1ed9ng kinh doanh th\u00f4ng minh. C\u00f4ng c\u1ee5 n\u00e0y c\u0169ng c\u00f3 nhi\u1ec1u t\u00ednh n\u0103ng n\u00e2ng cao nh\u01b0ng ng\u01b0\u1eddi d\u00f9ng c\u1ea7n \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc khi c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u s\u1eed d\u1ee5ng ch\u00fang \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n.<\/p>\n\n\n
\n![\"Sisense\"](\"https:\/\/adsplus.vn\/blog\/wp-content\/uploads\/2024\/01\/image-60-1024x517.png\")
<\/figure><\/div>\n\n\nAdsplus.vn<\/a><\/strong><\/p>\n\n\n\nC\u1ea3m \u01a1n b\u1ea1n \u0111\u00e3 xem b\u00e0i vi\u1ebft <\/em>n\u00e0y.<\/em><\/em> H\u00e3y c\u1eadp nh\u1eadt th\u00eam c\u00e1c b\u00e0i vi\u1ebft t\u1eeb Adsplus \u0111\u1ec3 bi\u1ebft th\u00eam nh\u1eefng th\u00f4ng tin m\u1edbi nh\u1ea5t.<\/em> V\u00e0 c\u00e1c Tips ch\u1ea1y qu\u1ea3ng c\u00e1o hi\u1ec7u qu\u1ea3.<\/em><\/p>\n\n\n\n\n- Tham kh\u1ea3o c\u00e1c kh\u00f3a h\u1ecdc Google Ads, Facebook Ads t\u1ea1i guru.edu.vn<\/a><\/strong><\/mark><\/li>\n\n\n\n
- Tham kh\u1ea3o c\u00e1c g\u00f3i setup t\u00e0i kho\u1ea3n qu\u1ea3ng c\u00e1o Google Ads, Facebook Ads t\u1ea1i 1ad.vn<\/a><\/strong><\/mark><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"
\u1ee8ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u gi\u00fap c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3, \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd gi\u1edbi thi\u1ec7u nh\u1eefng l\u1ee3i \u00edch c\u1ee7a AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u. \u0110\u1ed3ng th\u1eddi gi\u1edbi thi\u1ec7u c\u00e1c \u1ee9ng d\u1ee5ng ph\u1ed5 bi\u1ebfn c\u1ee7a AI trong l\u0129nh v\u1ef1c n\u00e0y. Xem th\u00eam: […]<\/p>\n","protected":false},"author":72,"featured_media":34999,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[1367,921],"tags":[1271,1402,184],"yoast_head":"\n
L\u1ee3i \u00edch khi \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u | Adsplus.vn<\/title>\n<meta name=\"description\" content=\"Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng ng\u00e0y c\u00e0ng r\u1ed9ng r\u00e3i trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u, mang l\u1ea1i nh\u1eefng l\u1ee3i \u00edch \u0111\u00e1ng k\u1ec3 cho c\u00e1c doanh nghi\u1ec7p.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/adsplus.vn\/blog\/ung-dung-ai-trong-phan-tich-du-lieu\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"L\u1ee3i \u00edch khi \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u | Adsplus.vn\" \/>\n<meta property=\"og:description\" content=\"Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang 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AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u00e0 g\u00ec?<\/strong><\/h2>\n\n\n\nPh\u00e2n t\u00edch d\u1eef li\u1ec7u v\u1edbi AI l\u00e0 qu\u00e1 tr\u00ecnh s\u1eed d\u1ee5ng m\u00e1y h\u1ecdc v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 t\u00ecm ra th\u00f4ng tin h\u1eefu \u00edch t\u1eeb d\u1eef li\u1ec7u l\u1edbn. Trong marketing, n\u00f3 gi\u00fap tr\u00edch xu\u1ea5t th\u00f4ng tin t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau nh\u01b0 m\u1ea1ng x\u00e3 h\u1ed9i, trang web \u0111\u00e1nh gi\u00e1 v\u00e0 kh\u1ea3o s\u00e1t. Vi\u1ec7c n\u00e0y \u0111\u1ec3 gi\u00fap c\u00e1c nh\u00f3m ch\u1ee9c n\u0103ng th\u1ef1c hi\u1ec7n c\u00f4ng vi\u1ec7c hi\u1ec7u qu\u1ea3 h\u01a1n. Ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1ef1 \u0111\u1ed9ng h\u00f3a gi\u00fap lo\u1ea1i b\u1ecf s\u1ef1 ph\u1ee5 thu\u1ed9c v\u00e0o t\u00e1c v\u1ee5 th\u1ee7 c\u00f4ng. L\u00e0m t\u0103ng \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 t\u00ednh k\u1ecbp th\u1eddi c\u1ee7a b\u00e1o c\u00e1o. T\u1eeb \u0111\u00f3 gi\u1ea3i ph\u00f3ng th\u1eddi gian cho nh\u00e2n vi\u00ean t\u1eadp trung v\u00e0o c\u00f4ng vi\u1ec7c chi\u1ebfn l\u01b0\u1ee3c ph\u1ee9c t\u1ea1p h\u01a1n.<\/p>\n\n\n\n
Ph\u00e2n t\u00edch d\u1eef li\u1ec7u b\u1eb1ng AI thay \u0111\u1ed5i ph\u01b0\u01a1ng th\u1ee9c ph\u00e2n t\u00edch truy\u1ec1n th\u1ed1ng nh\u01b0 th\u1ebf n\u00e0o?<\/strong><\/h2>\n\n\n\nPh\u00e2n t\u00edch m\u00f4 t\u1ea3<\/strong><\/h3>\n\n\n\nDi\u1ec5n gi\u1ea3i hi\u1ec7u su\u1ea5t d\u1ef1a tr\u00ean d\u1eef li\u1ec7u hi\u1ec7n c\u00f3. T\u1eadp trung v\u00e0o b\u1ea3ng b\u00e1o c\u00e1o t\u00f3m t\u1eaft nhanh v\u1ec1 th\u00f4ng tin chi ti\u1ebft. Ph\u00e2n t\u00edch AI cung c\u1ea5p b\u00e1o c\u00e1o to\u00e0n di\u1ec7n h\u01a1n v\u1ec1 hi\u1ec7u su\u1ea5t li\u00ean t\u1ee5c. B\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng ph\u00e2n t\u00edch xu h\u01b0\u1edbng \u0111\u1ec3 cung c\u1ea5p c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n v\u1ec1 c\u00e1c y\u1ebfu t\u1ed1 kh\u00e1c nhau v\u00e0 thay \u0111\u1ed5i theo th\u1eddi gian.<\/p>\n\n\n\n
Ph\u00e2n t\u00edch ch\u1ea9n \u0111o\u00e1n<\/strong><\/h3>\n\n\n\nAI c\u00f3 th\u1ec3 ph\u00e2n t\u00edch kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u l\u1ecbch s\u1eed v\u00e0 th\u1eddi gian th\u1ef1c t\u1eeb c\u00e1c ngu\u1ed3n kh\u00e1c nhau. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 t\u00ecm ra m\u00f4 h\u00ecnh, xu h\u01b0\u1edbng v\u00e0 \u0111i\u1ec3m b\u1ea5t th\u01b0\u1eddng nhanh ch\u00f3ng v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n\n\n\n
Ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n<\/strong><\/h3>\n\n\n\nS\u1eed d\u1ee5ng \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng v\u00e0 k\u1ebft qu\u1ea3 trong t\u01b0\u01a1ng lai d\u1ef1a tr\u00ean d\u1eef li\u1ec7u l\u1ecbch s\u1eed. B\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh th\u1ed1ng k\u00ea v\u00e0 k\u1ef9 thu\u1eadt d\u1ef1 b\u00e1o. AI s\u1eed d\u1ee5ng h\u1ecdc m\u00e1y v\u00e0 h\u1ecdc s\u00e2u \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng trong t\u01b0\u01a1ng lai. \u0110\u01b0a ra d\u1ef1 b\u00e1o nhanh h\u01a1n, ch\u00ednh x\u00e1c h\u01a1n.<\/p>\n\n\n\n
Ph\u00e2n t\u00edch theo quy \u0111\u1ecbnh<\/strong><\/h3>\n\n\n\nCung c\u1ea5p hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc t\u1eeb ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n \u0111\u1ec3 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t kinh doanh trong t\u01b0\u01a1ng lai. AI cho ph\u00e9p ph\u00e2n t\u00edch d\u1eef li\u1ec7u theo th\u1eddi gian th\u1ef1c \u0111\u1ec3 doanh nghi\u1ec7p c\u00f3 th\u1ec3 theo d\u00f5i. T\u1eeb \u0111\u00f3 \u0111i\u1ec1u ch\u1ec9nh chi\u1ebfn l\u01b0\u1ee3c, chi\u1ebfn d\u1ecbch k\u1ecbp th\u1eddi.<\/p>\n\n\n\n
Nh\u1eefng y\u1ebfu t\u1ed1 quan tr\u1ecdng trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u AI l\u00e0 g\u00ec?<\/strong><\/h2>\n\n\n\nMachine learning (M\u00e1y h\u1ecdc)<\/strong><\/h3>\n\n\n\nM\u00e1y h\u1ecdc gi\u00fap c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch t\u1ef1 \u0111\u1ed9ng t\u00ecm ra c\u00e1c m\u1eabu trong d\u1eef li\u1ec7u. Vi\u1ec7c n\u00e0y \u0111\u1ec3 c\u00f3 th\u1ec3 t\u1ed5ng h\u1ee3p ch\u00fang v\u00e0 \u0111\u01b0a ra hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc. N\u00f3 gi\u00fap x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 \u0111\u1ec3 t\u00ecm ra c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u quan tr\u1ecdng \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n.<\/p>\n\n\n\n
Natural language processing (X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean)<\/strong><\/h3>\n\n\n\nX\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean gi\u00fap c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch hi\u1ec3u v\u00e0 gi\u1ea3i th\u00edch ng\u00f4n ng\u1eef c\u1ee7a con ng\u01b0\u1eddi. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 t\u00ecm ra th\u00f4ng tin c\u00f3 \u00fd ngh\u0129a. NLP quan tr\u1ecdng trong vi\u1ec7c ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb m\u1ea1ng x\u00e3 h\u1ed9i, \u0111\u00e1nh gi\u00e1 c\u1ee7a kh\u00e1ch h\u00e0ng, blog, b\u00e0i b\u00e1o v\u00e0 d\u1eef li\u1ec7u v\u0103n b\u1ea3n kh\u00e1c.<\/p>\n\n\n\n
Neural networks (M\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh) <\/strong><\/h3>\n\n\n\nM\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh l\u00e0 c\u00e1c thu\u1eadt to\u00e1n \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng \u0111\u1ec3 hi\u1ec3u m\u1ed1i quan h\u1ec7 gi\u1eefa c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u b\u1eb1ng m\u00e1y h\u1ecdc. Ch\u00fang \u0111\u01b0\u1ee3c l\u1ea5y c\u1ea3m h\u1ee9ng t\u1eeb c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a b\u1ed9 n\u00e3o con ng\u01b0\u1eddi. Gi\u00fap c\u00f4ng c\u1ee5 AI tr\u1edf n\u00ean th\u00f4ng minh h\u01a1n v\u00e0 ch\u00ednh x\u00e1c h\u01a1n theo th\u1eddi gian.<\/p>\n\n\n\n
Deep learning (H\u1ecdc s\u00e2u)<\/strong><\/h3>\n\n\n\nThu\u1eadt to\u00e1n h\u1ecdc s\u00e2u l\u00e0 c\u00e1c m\u1ea1ng n\u01a1-ron ti\u00ean ti\u1ebfn x\u1eed l\u00fd d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng nhi\u1ec1u l\u1edbp n\u00fat \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u1edbi nhau. \u0110i\u1ec1u n\u00e0y gi\u00fap n\u00f3 th\u00edch \u1ee9ng v\u1edbi nhi\u1ec1u lo\u1ea1i d\u1eef li\u1ec7u v\u00e0 r\u00fat ra hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc h\u01a1n. Vi\u1ec7c n\u00e0y \u0111\u1ec3 ph\u00e2n t\u00edch ph\u1ee9c t\u1ea1p h\u01a1n so v\u1edbi ph\u00e2n t\u00edch d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng.<\/p>\n\n\n\n
L\u1ee3i \u00edch c\u1ee7a vi\u1ec7c \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u00e0 g\u00ec?<\/strong><\/h2>\n\n\n\nT\u1ef1 \u0111\u1ed9ng h\u00f3a<\/strong><\/h3>\n\n\n\nPh\u00e2n t\u00edch AI gi\u00fap t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c ph\u00e9p t\u00ednh th\u1ed1ng k\u00ea \u0111\u1ec3 theo d\u00f5i c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t ch\u00ednh (KPI) tr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng doanh nghi\u1ec7p. \u0110i\u1ec1u n\u00e0y t\u0103ng c\u01b0\u1eddng hi\u1ec7u qu\u1ea3 b\u1eb1ng c\u00e1ch gi\u1ea3m th\u1eddi gian cho c\u00e1c nhi\u1ec7m v\u1ee5 v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. T\u1eeb \u0111\u00f3 r\u00fat ra hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u v\u00e0 kh\u00e1ch h\u00e0ng. T\u00ednh n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a d\u1ef1a tr\u00ean h\u1ecdc m\u00e1y (ML) n\u00e0y gi\u00fap ti\u1ebft ki\u1ec7m th\u1eddi gian qu\u00fd b\u00e1u \u0111\u1ec3 t\u1eadp trung v\u00e0o vi\u1ec7c l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 chi\u1ebfn l\u01b0\u1ee3c. \u0110\u1ed3ng th\u1eddi gi\u1ea3m b\u1edbt kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c v\u00e0 c\u1ea3n tr\u1edf trong quy tr\u00ecnh l\u00e0m vi\u1ec7c.<\/p>\n\n\n\n
Kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng<\/strong><\/h3>\n\n\n\nPh\u00e2n t\u00edch AI gi\u00fap gi\u1ea3m b\u1edbt nh\u1eefng th\u00e1ch th\u1ee9c trong vi\u1ec7c m\u1edf r\u1ed9ng kinh doanh. B\u1eb1ng c\u00e1ch hi\u1ec7u qu\u1ea3 x\u1eed l\u00fd c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau \u0111\u1ec3 cung c\u1ea5p th\u00f4ng tin chuy\u00ean s\u00e2u theo th\u1eddi gian th\u1ef1c. \u0110i\u1ec1u m\u00e0 kh\u00f4ng th\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u01b0\u1ee3c v\u1edbi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng.<\/p>\n\n\n\n
Khi t\u00edch h\u1ee3p v\u1edbi ph\u1ea7n m\u1ec1m qu\u1ea3n l\u00fd quan h\u1ec7 kh\u00e1ch h\u00e0ng (CRM) v\u00e0 ph\u1ea7n m\u1ec1m kinh doanh th\u00f4ng minh c\u1ee7a c\u00f4ng ty. C\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 v\u1eady s\u1ebd t\u0103ng c\u01b0\u1eddng k\u1ebft qu\u1ea3 c\u1ee7a nh\u1eefng hi\u1ec3u bi\u1ebft \u0111\u01b0\u1ee3c nh\u1eafm m\u1ee5c ti\u00eau b\u1eb1ng c\u00e1ch tham chi\u1ebfu ch\u00e9o c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u. X\u00e1c \u0111\u1ecbnh c\u00e1c m\u1eabu trong h\u1ed3 s\u01a1 kh\u00e1ch h\u00e0ng v\u00e0 c\u00e1c m\u1eabu mua h\u00e0ng. Do \u0111\u00f3, mang l\u1ea1i c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n h\u01a1n v\u1ec1 kh\u00e1ch h\u00e0ng hi\u1ec7n t\u1ea1i v\u00e0 kh\u00e1ch h\u00e0ng ti\u1ec1m n\u0103ng c\u1ee7a b\u1ea1n.<\/p>\n\n\n\n
\u0110\u1ed9 ch\u00ednh x\u00e1c<\/strong><\/h3>\n\n\n\nK\u1ebft qu\u1ea3 t\u1eeb ph\u00e2n t\u00edch d\u1eef li\u1ec7u AI c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao h\u01a1n so v\u1edbi ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch d\u1eef li\u1ec7u th\u1ee7 c\u00f4ng. \u0110i\u1ec1u n\u00e0y l\u00e0 do \u00edt ph\u1ea1m vi x\u1ea3y ra l\u1ed7i, th\u00e0nh ki\u1ebfn ho\u1eb7c h\u1ea1n ch\u1ebf c\u1ee7a con ng\u01b0\u1eddi h\u01a1n. Ch\u1eb3ng h\u1ea1n nh\u01b0 lo\u1ea1i tr\u1eeb d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch ch\u1ee7 quan ho\u1eb7c trong qu\u00e1 tr\u00ecnh t\u00ednh to\u00e1n c\u00e1c s\u1ed1 li\u1ec7u ph\u1ee9c t\u1ea1p.<\/p>\n\n\n\n
C\u00f4ng c\u1ee5 \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/strong><\/h2>\n\n\n\nPower BI<\/strong><\/h3>\n\n\n\nPower BI l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 tr\u1ef1c quan h\u00f3a th\u00f4ng tin chi ti\u1ebft. N\u00f3 cung c\u1ea5p c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u. B\u1eb1ng c\u00e1ch t\u1ea1o ra bi\u1ec3u \u0111\u1ed3 t\u1eeb h\u00e0ng tri\u1ec7u \u0111i\u1ec3m d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau c\u00f3 \u0111\u1ed9 ph\u1ee9c t\u1ea1p kh\u00e1c nhau. \u0110\u1eb7c bi\u1ec7t h\u1eefu \u00edch n\u1ebfu b\u1ea1n c\u00f3 kinh nghi\u1ec7m s\u1eed d\u1ee5ng Microsoft Excel. V\u00ec c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng t\u1ea1o v\u00e0 ch\u1ec9nh s\u1eeda b\u00e1o c\u00e1o theo y\u00eau c\u1ea7u. Sau \u0111\u00f3 chia s\u1ebb ch\u00fang v\u1edbi c\u00e1c nh\u00f3m. \u0110\u1ec3 s\u1eed d\u1ee5ng hi\u1ec7u qu\u1ea3, b\u1ea1n c\u1ea7n ph\u1ea3i c\u00f3 ki\u1ebfn th\u1ee9c v\u1ec1 m\u00e3 h\u00f3a. V\u00ec b\u1ea1n s\u1ebd c\u1ea7n n\u00f3 \u0111\u1ec3 hi\u1ec3u c\u00e1c bi\u1ec3u th\u1ee9c ph\u00e2n t\u00edch d\u1eef li\u1ec7u (DAX) khi x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh d\u1eef li\u1ec7u v\u00e0 l\u00e0m vi\u1ec7c v\u1edbi m\u00e3 M \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nMonkeyLearn<\/strong><\/h3>\n\n\n\nMonkeyLearn l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch v\u0103n b\u1ea3n s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. N\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a ph\u1ea3n h\u1ed3i t\u1eeb kh\u00e1ch h\u00e0ng. Ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb c\u00e1c cu\u1ed9c kh\u1ea3o s\u00e1t \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh ch\u1ee7 \u0111\u1ec1 li\u00ean quan \u0111\u1ebfn \u0111\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau. T\u1eeb \u0111\u00f3 r\u00fat ra nh\u1eefng th\u00f4ng tin h\u1eefu \u00edch. M\u1eb7c d\u00f9 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 h\u1ed7 tr\u1ee3 qu\u1ea3n l\u00fd tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng. C\u00f4ng c\u1ee5 n\u00e0y kh\u00f4ng hi\u1ec7u qu\u1ea3 trong vi\u1ec7c x\u1eed l\u00fd s\u1ed1 l\u01b0\u1ee3ng l\u1edbn y\u00eau c\u1ea7u ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng. \u0110i\u1ec1u n\u00e0y g\u00e2y kh\u00f3 kh\u0103n cho vi\u1ec7c m\u1edf r\u1ed9ng quy m\u00f4 ho\u1eb7c t\u00edch h\u1ee3p v\u1edbi c\u00e1c nhu c\u1ea7u h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nTableau<\/strong><\/h3>\n\n\n\nTableau l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch v\u00e0 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u m\u00e0 b\u1ea1n s\u1eed d\u1ee5ng \u0111\u1ec3 hi\u1ec3u d\u1eef li\u1ec7u c\u1ee7a m\u00ecnh. Qua \u0111\u00f3 thu \u0111\u01b0\u1ee3c nh\u1eefng hi\u1ec3u bi\u1ebft c\u00f3 \u00fd ngh\u0129a v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u. C\u0169ng nh\u01b0 t\u1ea1o b\u00e1o c\u00e1o trong th\u1eddi gian th\u1ef1c. Tableau cung c\u1ea5p kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i m\u1ea1nh m\u1ebd v\u1edbi nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u kh\u00e1c nhau. N\u00f3 \u0111em l\u1ea1i c\u00e1i nh\u00ecn th\u1ed1ng nh\u1ea5t v\u1ec1 d\u1eef li\u1ec7u c\u0169ng nh\u01b0 th\u00f4ng tin chi ti\u1ebft c\u1ee7a b\u1ea1n. \u0110\u1ec3 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a ti\u1ec1m n\u0103ng c\u1ee7a n\u00f3, Tableau y\u00eau c\u1ea7u ng\u01b0\u1eddi d\u00f9ng \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o v\u1ec1 n\u1ec1n t\u1ea3ng n\u00e0y.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nSisense<\/strong><\/h3>\n\n\n\nSisense l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u1ee9ng d\u1ee5ng AI. N\u00f3 c\u00f3 kh\u1ea3 n\u0103ng truy c\u1eadp v\u00e0o nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u tr\u1ef1c tuy\u1ebfn. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 cung c\u1ea5p th\u00f4ng tin chi ti\u1ebft trong c\u00e1c b\u00e1o c\u00e1o linh ho\u1ea1t. N\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1edfi c\u00e1c nh\u00f3m kh\u00f4ng chuy\u00ean v\u1ec1 k\u1ef9 thu\u1eadt cao. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch d\u1eef li\u1ec7u s\u01a1 b\u1ed9 cho c\u00e1c ho\u1ea1t \u0111\u1ed9ng kinh doanh th\u00f4ng minh. C\u00f4ng c\u1ee5 n\u00e0y c\u0169ng c\u00f3 nhi\u1ec1u t\u00ednh n\u0103ng n\u00e2ng cao nh\u01b0ng ng\u01b0\u1eddi d\u00f9ng c\u1ea7n \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc khi c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u s\u1eed d\u1ee5ng ch\u00fang \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nAdsplus.vn<\/a><\/strong><\/p>\n\n\n\nC\u1ea3m \u01a1n b\u1ea1n \u0111\u00e3 xem b\u00e0i vi\u1ebft <\/em>n\u00e0y.<\/em><\/em> H\u00e3y c\u1eadp nh\u1eadt th\u00eam c\u00e1c b\u00e0i vi\u1ebft t\u1eeb Adsplus \u0111\u1ec3 bi\u1ebft th\u00eam nh\u1eefng th\u00f4ng tin m\u1edbi nh\u1ea5t.<\/em> V\u00e0 c\u00e1c Tips ch\u1ea1y qu\u1ea3ng c\u00e1o hi\u1ec7u qu\u1ea3.<\/em><\/p>\n\n\n\n\n- Tham kh\u1ea3o c\u00e1c kh\u00f3a h\u1ecdc Google Ads, Facebook Ads t\u1ea1i guru.edu.vn<\/a><\/strong><\/mark><\/li>\n\n\n\n
- Tham kh\u1ea3o c\u00e1c g\u00f3i setup t\u00e0i kho\u1ea3n qu\u1ea3ng c\u00e1o Google Ads, Facebook Ads t\u1ea1i 1ad.vn<\/a><\/strong><\/mark><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"
\u1ee8ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u gi\u00fap c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3, \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd gi\u1edbi thi\u1ec7u nh\u1eefng l\u1ee3i \u00edch c\u1ee7a AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u. \u0110\u1ed3ng th\u1eddi gi\u1edbi thi\u1ec7u c\u00e1c \u1ee9ng d\u1ee5ng ph\u1ed5 bi\u1ebfn c\u1ee7a AI trong l\u0129nh v\u1ef1c n\u00e0y. Xem th\u00eam: […]<\/p>\n","protected":false},"author":72,"featured_media":34999,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[1367,921],"tags":[1271,1402,184],"yoast_head":"\n
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Ph\u00e2n t\u00edch m\u00f4 t\u1ea3<\/strong><\/h3>\n\n\n\nDi\u1ec5n gi\u1ea3i hi\u1ec7u su\u1ea5t d\u1ef1a tr\u00ean d\u1eef li\u1ec7u hi\u1ec7n c\u00f3. T\u1eadp trung v\u00e0o b\u1ea3ng b\u00e1o c\u00e1o t\u00f3m t\u1eaft nhanh v\u1ec1 th\u00f4ng tin chi ti\u1ebft. Ph\u00e2n t\u00edch AI cung c\u1ea5p b\u00e1o c\u00e1o to\u00e0n di\u1ec7n h\u01a1n v\u1ec1 hi\u1ec7u su\u1ea5t li\u00ean t\u1ee5c. B\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng ph\u00e2n t\u00edch xu h\u01b0\u1edbng \u0111\u1ec3 cung c\u1ea5p c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n v\u1ec1 c\u00e1c y\u1ebfu t\u1ed1 kh\u00e1c nhau v\u00e0 thay \u0111\u1ed5i theo th\u1eddi gian.<\/p>\n\n\n\n
Ph\u00e2n t\u00edch ch\u1ea9n \u0111o\u00e1n<\/strong><\/h3>\n\n\n\nAI c\u00f3 th\u1ec3 ph\u00e2n t\u00edch kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u l\u1ecbch s\u1eed v\u00e0 th\u1eddi gian th\u1ef1c t\u1eeb c\u00e1c ngu\u1ed3n kh\u00e1c nhau. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 t\u00ecm ra m\u00f4 h\u00ecnh, xu h\u01b0\u1edbng v\u00e0 \u0111i\u1ec3m b\u1ea5t th\u01b0\u1eddng nhanh ch\u00f3ng v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n\n\n\n
Ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n<\/strong><\/h3>\n\n\n\nS\u1eed d\u1ee5ng \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng v\u00e0 k\u1ebft qu\u1ea3 trong t\u01b0\u01a1ng lai d\u1ef1a tr\u00ean d\u1eef li\u1ec7u l\u1ecbch s\u1eed. B\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh th\u1ed1ng k\u00ea v\u00e0 k\u1ef9 thu\u1eadt d\u1ef1 b\u00e1o. AI s\u1eed d\u1ee5ng h\u1ecdc m\u00e1y v\u00e0 h\u1ecdc s\u00e2u \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng trong t\u01b0\u01a1ng lai. \u0110\u01b0a ra d\u1ef1 b\u00e1o nhanh h\u01a1n, ch\u00ednh x\u00e1c h\u01a1n.<\/p>\n\n\n\n
Ph\u00e2n t\u00edch theo quy \u0111\u1ecbnh<\/strong><\/h3>\n\n\n\nCung c\u1ea5p hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc t\u1eeb ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n \u0111\u1ec3 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t kinh doanh trong t\u01b0\u01a1ng lai. AI cho ph\u00e9p ph\u00e2n t\u00edch d\u1eef li\u1ec7u theo th\u1eddi gian th\u1ef1c \u0111\u1ec3 doanh nghi\u1ec7p c\u00f3 th\u1ec3 theo d\u00f5i. T\u1eeb \u0111\u00f3 \u0111i\u1ec1u ch\u1ec9nh chi\u1ebfn l\u01b0\u1ee3c, chi\u1ebfn d\u1ecbch k\u1ecbp th\u1eddi.<\/p>\n\n\n\n
Nh\u1eefng y\u1ebfu t\u1ed1 quan tr\u1ecdng trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u AI l\u00e0 g\u00ec?<\/strong><\/h2>\n\n\n\nMachine learning (M\u00e1y h\u1ecdc)<\/strong><\/h3>\n\n\n\nM\u00e1y h\u1ecdc gi\u00fap c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch t\u1ef1 \u0111\u1ed9ng t\u00ecm ra c\u00e1c m\u1eabu trong d\u1eef li\u1ec7u. Vi\u1ec7c n\u00e0y \u0111\u1ec3 c\u00f3 th\u1ec3 t\u1ed5ng h\u1ee3p ch\u00fang v\u00e0 \u0111\u01b0a ra hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc. N\u00f3 gi\u00fap x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 \u0111\u1ec3 t\u00ecm ra c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u quan tr\u1ecdng \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n.<\/p>\n\n\n\n
Natural language processing (X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean)<\/strong><\/h3>\n\n\n\nX\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean gi\u00fap c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch hi\u1ec3u v\u00e0 gi\u1ea3i th\u00edch ng\u00f4n ng\u1eef c\u1ee7a con ng\u01b0\u1eddi. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 t\u00ecm ra th\u00f4ng tin c\u00f3 \u00fd ngh\u0129a. NLP quan tr\u1ecdng trong vi\u1ec7c ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb m\u1ea1ng x\u00e3 h\u1ed9i, \u0111\u00e1nh gi\u00e1 c\u1ee7a kh\u00e1ch h\u00e0ng, blog, b\u00e0i b\u00e1o v\u00e0 d\u1eef li\u1ec7u v\u0103n b\u1ea3n kh\u00e1c.<\/p>\n\n\n\n
Neural networks (M\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh) <\/strong><\/h3>\n\n\n\nM\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh l\u00e0 c\u00e1c thu\u1eadt to\u00e1n \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng \u0111\u1ec3 hi\u1ec3u m\u1ed1i quan h\u1ec7 gi\u1eefa c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u b\u1eb1ng m\u00e1y h\u1ecdc. Ch\u00fang \u0111\u01b0\u1ee3c l\u1ea5y c\u1ea3m h\u1ee9ng t\u1eeb c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a b\u1ed9 n\u00e3o con ng\u01b0\u1eddi. Gi\u00fap c\u00f4ng c\u1ee5 AI tr\u1edf n\u00ean th\u00f4ng minh h\u01a1n v\u00e0 ch\u00ednh x\u00e1c h\u01a1n theo th\u1eddi gian.<\/p>\n\n\n\n
Deep learning (H\u1ecdc s\u00e2u)<\/strong><\/h3>\n\n\n\nThu\u1eadt to\u00e1n h\u1ecdc s\u00e2u l\u00e0 c\u00e1c m\u1ea1ng n\u01a1-ron ti\u00ean ti\u1ebfn x\u1eed l\u00fd d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng nhi\u1ec1u l\u1edbp n\u00fat \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u1edbi nhau. \u0110i\u1ec1u n\u00e0y gi\u00fap n\u00f3 th\u00edch \u1ee9ng v\u1edbi nhi\u1ec1u lo\u1ea1i d\u1eef li\u1ec7u v\u00e0 r\u00fat ra hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc h\u01a1n. Vi\u1ec7c n\u00e0y \u0111\u1ec3 ph\u00e2n t\u00edch ph\u1ee9c t\u1ea1p h\u01a1n so v\u1edbi ph\u00e2n t\u00edch d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng.<\/p>\n\n\n\n
L\u1ee3i \u00edch c\u1ee7a vi\u1ec7c \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u00e0 g\u00ec?<\/strong><\/h2>\n\n\n\nT\u1ef1 \u0111\u1ed9ng h\u00f3a<\/strong><\/h3>\n\n\n\nPh\u00e2n t\u00edch AI gi\u00fap t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c ph\u00e9p t\u00ednh th\u1ed1ng k\u00ea \u0111\u1ec3 theo d\u00f5i c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t ch\u00ednh (KPI) tr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng doanh nghi\u1ec7p. \u0110i\u1ec1u n\u00e0y t\u0103ng c\u01b0\u1eddng hi\u1ec7u qu\u1ea3 b\u1eb1ng c\u00e1ch gi\u1ea3m th\u1eddi gian cho c\u00e1c nhi\u1ec7m v\u1ee5 v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. T\u1eeb \u0111\u00f3 r\u00fat ra hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u v\u00e0 kh\u00e1ch h\u00e0ng. T\u00ednh n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a d\u1ef1a tr\u00ean h\u1ecdc m\u00e1y (ML) n\u00e0y gi\u00fap ti\u1ebft ki\u1ec7m th\u1eddi gian qu\u00fd b\u00e1u \u0111\u1ec3 t\u1eadp trung v\u00e0o vi\u1ec7c l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 chi\u1ebfn l\u01b0\u1ee3c. \u0110\u1ed3ng th\u1eddi gi\u1ea3m b\u1edbt kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c v\u00e0 c\u1ea3n tr\u1edf trong quy tr\u00ecnh l\u00e0m vi\u1ec7c.<\/p>\n\n\n\n
Kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng<\/strong><\/h3>\n\n\n\nPh\u00e2n t\u00edch AI gi\u00fap gi\u1ea3m b\u1edbt nh\u1eefng th\u00e1ch th\u1ee9c trong vi\u1ec7c m\u1edf r\u1ed9ng kinh doanh. B\u1eb1ng c\u00e1ch hi\u1ec7u qu\u1ea3 x\u1eed l\u00fd c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau \u0111\u1ec3 cung c\u1ea5p th\u00f4ng tin chuy\u00ean s\u00e2u theo th\u1eddi gian th\u1ef1c. \u0110i\u1ec1u m\u00e0 kh\u00f4ng th\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u01b0\u1ee3c v\u1edbi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng.<\/p>\n\n\n\n
Khi t\u00edch h\u1ee3p v\u1edbi ph\u1ea7n m\u1ec1m qu\u1ea3n l\u00fd quan h\u1ec7 kh\u00e1ch h\u00e0ng (CRM) v\u00e0 ph\u1ea7n m\u1ec1m kinh doanh th\u00f4ng minh c\u1ee7a c\u00f4ng ty. C\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 v\u1eady s\u1ebd t\u0103ng c\u01b0\u1eddng k\u1ebft qu\u1ea3 c\u1ee7a nh\u1eefng hi\u1ec3u bi\u1ebft \u0111\u01b0\u1ee3c nh\u1eafm m\u1ee5c ti\u00eau b\u1eb1ng c\u00e1ch tham chi\u1ebfu ch\u00e9o c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u. X\u00e1c \u0111\u1ecbnh c\u00e1c m\u1eabu trong h\u1ed3 s\u01a1 kh\u00e1ch h\u00e0ng v\u00e0 c\u00e1c m\u1eabu mua h\u00e0ng. Do \u0111\u00f3, mang l\u1ea1i c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n h\u01a1n v\u1ec1 kh\u00e1ch h\u00e0ng hi\u1ec7n t\u1ea1i v\u00e0 kh\u00e1ch h\u00e0ng ti\u1ec1m n\u0103ng c\u1ee7a b\u1ea1n.<\/p>\n\n\n\n
\u0110\u1ed9 ch\u00ednh x\u00e1c<\/strong><\/h3>\n\n\n\nK\u1ebft qu\u1ea3 t\u1eeb ph\u00e2n t\u00edch d\u1eef li\u1ec7u AI c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao h\u01a1n so v\u1edbi ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch d\u1eef li\u1ec7u th\u1ee7 c\u00f4ng. \u0110i\u1ec1u n\u00e0y l\u00e0 do \u00edt ph\u1ea1m vi x\u1ea3y ra l\u1ed7i, th\u00e0nh ki\u1ebfn ho\u1eb7c h\u1ea1n ch\u1ebf c\u1ee7a con ng\u01b0\u1eddi h\u01a1n. Ch\u1eb3ng h\u1ea1n nh\u01b0 lo\u1ea1i tr\u1eeb d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch ch\u1ee7 quan ho\u1eb7c trong qu\u00e1 tr\u00ecnh t\u00ednh to\u00e1n c\u00e1c s\u1ed1 li\u1ec7u ph\u1ee9c t\u1ea1p.<\/p>\n\n\n\n
C\u00f4ng c\u1ee5 \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/strong><\/h2>\n\n\n\nPower BI<\/strong><\/h3>\n\n\n\nPower BI l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 tr\u1ef1c quan h\u00f3a th\u00f4ng tin chi ti\u1ebft. N\u00f3 cung c\u1ea5p c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u. B\u1eb1ng c\u00e1ch t\u1ea1o ra bi\u1ec3u \u0111\u1ed3 t\u1eeb h\u00e0ng tri\u1ec7u \u0111i\u1ec3m d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau c\u00f3 \u0111\u1ed9 ph\u1ee9c t\u1ea1p kh\u00e1c nhau. \u0110\u1eb7c bi\u1ec7t h\u1eefu \u00edch n\u1ebfu b\u1ea1n c\u00f3 kinh nghi\u1ec7m s\u1eed d\u1ee5ng Microsoft Excel. V\u00ec c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng t\u1ea1o v\u00e0 ch\u1ec9nh s\u1eeda b\u00e1o c\u00e1o theo y\u00eau c\u1ea7u. Sau \u0111\u00f3 chia s\u1ebb ch\u00fang v\u1edbi c\u00e1c nh\u00f3m. \u0110\u1ec3 s\u1eed d\u1ee5ng hi\u1ec7u qu\u1ea3, b\u1ea1n c\u1ea7n ph\u1ea3i c\u00f3 ki\u1ebfn th\u1ee9c v\u1ec1 m\u00e3 h\u00f3a. V\u00ec b\u1ea1n s\u1ebd c\u1ea7n n\u00f3 \u0111\u1ec3 hi\u1ec3u c\u00e1c bi\u1ec3u th\u1ee9c ph\u00e2n t\u00edch d\u1eef li\u1ec7u (DAX) khi x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh d\u1eef li\u1ec7u v\u00e0 l\u00e0m vi\u1ec7c v\u1edbi m\u00e3 M \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nMonkeyLearn<\/strong><\/h3>\n\n\n\nMonkeyLearn l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch v\u0103n b\u1ea3n s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. N\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a ph\u1ea3n h\u1ed3i t\u1eeb kh\u00e1ch h\u00e0ng. Ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb c\u00e1c cu\u1ed9c kh\u1ea3o s\u00e1t \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh ch\u1ee7 \u0111\u1ec1 li\u00ean quan \u0111\u1ebfn \u0111\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau. T\u1eeb \u0111\u00f3 r\u00fat ra nh\u1eefng th\u00f4ng tin h\u1eefu \u00edch. M\u1eb7c d\u00f9 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 h\u1ed7 tr\u1ee3 qu\u1ea3n l\u00fd tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng. C\u00f4ng c\u1ee5 n\u00e0y kh\u00f4ng hi\u1ec7u qu\u1ea3 trong vi\u1ec7c x\u1eed l\u00fd s\u1ed1 l\u01b0\u1ee3ng l\u1edbn y\u00eau c\u1ea7u ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng. \u0110i\u1ec1u n\u00e0y g\u00e2y kh\u00f3 kh\u0103n cho vi\u1ec7c m\u1edf r\u1ed9ng quy m\u00f4 ho\u1eb7c t\u00edch h\u1ee3p v\u1edbi c\u00e1c nhu c\u1ea7u h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nTableau<\/strong><\/h3>\n\n\n\nTableau l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch v\u00e0 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u m\u00e0 b\u1ea1n s\u1eed d\u1ee5ng \u0111\u1ec3 hi\u1ec3u d\u1eef li\u1ec7u c\u1ee7a m\u00ecnh. Qua \u0111\u00f3 thu \u0111\u01b0\u1ee3c nh\u1eefng hi\u1ec3u bi\u1ebft c\u00f3 \u00fd ngh\u0129a v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u. C\u0169ng nh\u01b0 t\u1ea1o b\u00e1o c\u00e1o trong th\u1eddi gian th\u1ef1c. Tableau cung c\u1ea5p kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i m\u1ea1nh m\u1ebd v\u1edbi nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u kh\u00e1c nhau. N\u00f3 \u0111em l\u1ea1i c\u00e1i nh\u00ecn th\u1ed1ng nh\u1ea5t v\u1ec1 d\u1eef li\u1ec7u c\u0169ng nh\u01b0 th\u00f4ng tin chi ti\u1ebft c\u1ee7a b\u1ea1n. \u0110\u1ec3 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a ti\u1ec1m n\u0103ng c\u1ee7a n\u00f3, Tableau y\u00eau c\u1ea7u ng\u01b0\u1eddi d\u00f9ng \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o v\u1ec1 n\u1ec1n t\u1ea3ng n\u00e0y.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nSisense<\/strong><\/h3>\n\n\n\nSisense l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u1ee9ng d\u1ee5ng AI. N\u00f3 c\u00f3 kh\u1ea3 n\u0103ng truy c\u1eadp v\u00e0o nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u tr\u1ef1c tuy\u1ebfn. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 cung c\u1ea5p th\u00f4ng tin chi ti\u1ebft trong c\u00e1c b\u00e1o c\u00e1o linh ho\u1ea1t. N\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1edfi c\u00e1c nh\u00f3m kh\u00f4ng chuy\u00ean v\u1ec1 k\u1ef9 thu\u1eadt cao. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch d\u1eef li\u1ec7u s\u01a1 b\u1ed9 cho c\u00e1c ho\u1ea1t \u0111\u1ed9ng kinh doanh th\u00f4ng minh. C\u00f4ng c\u1ee5 n\u00e0y c\u0169ng c\u00f3 nhi\u1ec1u t\u00ednh n\u0103ng n\u00e2ng cao nh\u01b0ng ng\u01b0\u1eddi d\u00f9ng c\u1ea7n \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc khi c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u s\u1eed d\u1ee5ng ch\u00fang \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nAdsplus.vn<\/a><\/strong><\/p>\n\n\n\nC\u1ea3m \u01a1n b\u1ea1n \u0111\u00e3 xem b\u00e0i vi\u1ebft <\/em>n\u00e0y.<\/em><\/em> H\u00e3y c\u1eadp nh\u1eadt th\u00eam c\u00e1c b\u00e0i vi\u1ebft t\u1eeb Adsplus \u0111\u1ec3 bi\u1ebft th\u00eam nh\u1eefng th\u00f4ng tin m\u1edbi nh\u1ea5t.<\/em> V\u00e0 c\u00e1c Tips ch\u1ea1y qu\u1ea3ng c\u00e1o hi\u1ec7u qu\u1ea3.<\/em><\/p>\n\n\n\n\n- Tham kh\u1ea3o c\u00e1c kh\u00f3a h\u1ecdc Google Ads, Facebook Ads t\u1ea1i guru.edu.vn<\/a><\/strong><\/mark><\/li>\n\n\n\n
- Tham kh\u1ea3o c\u00e1c g\u00f3i setup t\u00e0i kho\u1ea3n qu\u1ea3ng c\u00e1o Google Ads, Facebook Ads t\u1ea1i 1ad.vn<\/a><\/strong><\/mark><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"
\u1ee8ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u gi\u00fap c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3, \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd gi\u1edbi thi\u1ec7u nh\u1eefng l\u1ee3i \u00edch c\u1ee7a AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u. \u0110\u1ed3ng th\u1eddi gi\u1edbi thi\u1ec7u c\u00e1c \u1ee9ng d\u1ee5ng ph\u1ed5 bi\u1ebfn c\u1ee7a AI trong l\u0129nh v\u1ef1c n\u00e0y. Xem th\u00eam: […]<\/p>\n","protected":false},"author":72,"featured_media":34999,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[1367,921],"tags":[1271,1402,184],"yoast_head":"\n
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AI c\u00f3 th\u1ec3 ph\u00e2n t\u00edch kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u l\u1ecbch s\u1eed v\u00e0 th\u1eddi gian th\u1ef1c t\u1eeb c\u00e1c ngu\u1ed3n kh\u00e1c nhau. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 t\u00ecm ra m\u00f4 h\u00ecnh, xu h\u01b0\u1edbng v\u00e0 \u0111i\u1ec3m b\u1ea5t th\u01b0\u1eddng nhanh ch\u00f3ng v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n\n\n\n
Ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n<\/strong><\/h3>\n\n\n\nS\u1eed d\u1ee5ng \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng v\u00e0 k\u1ebft qu\u1ea3 trong t\u01b0\u01a1ng lai d\u1ef1a tr\u00ean d\u1eef li\u1ec7u l\u1ecbch s\u1eed. B\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh th\u1ed1ng k\u00ea v\u00e0 k\u1ef9 thu\u1eadt d\u1ef1 b\u00e1o. AI s\u1eed d\u1ee5ng h\u1ecdc m\u00e1y v\u00e0 h\u1ecdc s\u00e2u \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng trong t\u01b0\u01a1ng lai. \u0110\u01b0a ra d\u1ef1 b\u00e1o nhanh h\u01a1n, ch\u00ednh x\u00e1c h\u01a1n.<\/p>\n\n\n\n
Ph\u00e2n t\u00edch theo quy \u0111\u1ecbnh<\/strong><\/h3>\n\n\n\nCung c\u1ea5p hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc t\u1eeb ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n \u0111\u1ec3 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t kinh doanh trong t\u01b0\u01a1ng lai. AI cho ph\u00e9p ph\u00e2n t\u00edch d\u1eef li\u1ec7u theo th\u1eddi gian th\u1ef1c \u0111\u1ec3 doanh nghi\u1ec7p c\u00f3 th\u1ec3 theo d\u00f5i. T\u1eeb \u0111\u00f3 \u0111i\u1ec1u ch\u1ec9nh chi\u1ebfn l\u01b0\u1ee3c, chi\u1ebfn d\u1ecbch k\u1ecbp th\u1eddi.<\/p>\n\n\n\n
Nh\u1eefng y\u1ebfu t\u1ed1 quan tr\u1ecdng trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u AI l\u00e0 g\u00ec?<\/strong><\/h2>\n\n\n\nMachine learning (M\u00e1y h\u1ecdc)<\/strong><\/h3>\n\n\n\nM\u00e1y h\u1ecdc gi\u00fap c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch t\u1ef1 \u0111\u1ed9ng t\u00ecm ra c\u00e1c m\u1eabu trong d\u1eef li\u1ec7u. Vi\u1ec7c n\u00e0y \u0111\u1ec3 c\u00f3 th\u1ec3 t\u1ed5ng h\u1ee3p ch\u00fang v\u00e0 \u0111\u01b0a ra hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc. N\u00f3 gi\u00fap x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 \u0111\u1ec3 t\u00ecm ra c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u quan tr\u1ecdng \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n.<\/p>\n\n\n\n
Natural language processing (X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean)<\/strong><\/h3>\n\n\n\nX\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean gi\u00fap c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch hi\u1ec3u v\u00e0 gi\u1ea3i th\u00edch ng\u00f4n ng\u1eef c\u1ee7a con ng\u01b0\u1eddi. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 t\u00ecm ra th\u00f4ng tin c\u00f3 \u00fd ngh\u0129a. NLP quan tr\u1ecdng trong vi\u1ec7c ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb m\u1ea1ng x\u00e3 h\u1ed9i, \u0111\u00e1nh gi\u00e1 c\u1ee7a kh\u00e1ch h\u00e0ng, blog, b\u00e0i b\u00e1o v\u00e0 d\u1eef li\u1ec7u v\u0103n b\u1ea3n kh\u00e1c.<\/p>\n\n\n\n
Neural networks (M\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh) <\/strong><\/h3>\n\n\n\nM\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh l\u00e0 c\u00e1c thu\u1eadt to\u00e1n \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng \u0111\u1ec3 hi\u1ec3u m\u1ed1i quan h\u1ec7 gi\u1eefa c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u b\u1eb1ng m\u00e1y h\u1ecdc. Ch\u00fang \u0111\u01b0\u1ee3c l\u1ea5y c\u1ea3m h\u1ee9ng t\u1eeb c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a b\u1ed9 n\u00e3o con ng\u01b0\u1eddi. Gi\u00fap c\u00f4ng c\u1ee5 AI tr\u1edf n\u00ean th\u00f4ng minh h\u01a1n v\u00e0 ch\u00ednh x\u00e1c h\u01a1n theo th\u1eddi gian.<\/p>\n\n\n\n
Deep learning (H\u1ecdc s\u00e2u)<\/strong><\/h3>\n\n\n\nThu\u1eadt to\u00e1n h\u1ecdc s\u00e2u l\u00e0 c\u00e1c m\u1ea1ng n\u01a1-ron ti\u00ean ti\u1ebfn x\u1eed l\u00fd d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng nhi\u1ec1u l\u1edbp n\u00fat \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u1edbi nhau. \u0110i\u1ec1u n\u00e0y gi\u00fap n\u00f3 th\u00edch \u1ee9ng v\u1edbi nhi\u1ec1u lo\u1ea1i d\u1eef li\u1ec7u v\u00e0 r\u00fat ra hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc h\u01a1n. Vi\u1ec7c n\u00e0y \u0111\u1ec3 ph\u00e2n t\u00edch ph\u1ee9c t\u1ea1p h\u01a1n so v\u1edbi ph\u00e2n t\u00edch d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng.<\/p>\n\n\n\n
L\u1ee3i \u00edch c\u1ee7a vi\u1ec7c \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u00e0 g\u00ec?<\/strong><\/h2>\n\n\n\nT\u1ef1 \u0111\u1ed9ng h\u00f3a<\/strong><\/h3>\n\n\n\nPh\u00e2n t\u00edch AI gi\u00fap t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c ph\u00e9p t\u00ednh th\u1ed1ng k\u00ea \u0111\u1ec3 theo d\u00f5i c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t ch\u00ednh (KPI) tr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng doanh nghi\u1ec7p. \u0110i\u1ec1u n\u00e0y t\u0103ng c\u01b0\u1eddng hi\u1ec7u qu\u1ea3 b\u1eb1ng c\u00e1ch gi\u1ea3m th\u1eddi gian cho c\u00e1c nhi\u1ec7m v\u1ee5 v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. T\u1eeb \u0111\u00f3 r\u00fat ra hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u v\u00e0 kh\u00e1ch h\u00e0ng. T\u00ednh n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a d\u1ef1a tr\u00ean h\u1ecdc m\u00e1y (ML) n\u00e0y gi\u00fap ti\u1ebft ki\u1ec7m th\u1eddi gian qu\u00fd b\u00e1u \u0111\u1ec3 t\u1eadp trung v\u00e0o vi\u1ec7c l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 chi\u1ebfn l\u01b0\u1ee3c. \u0110\u1ed3ng th\u1eddi gi\u1ea3m b\u1edbt kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c v\u00e0 c\u1ea3n tr\u1edf trong quy tr\u00ecnh l\u00e0m vi\u1ec7c.<\/p>\n\n\n\n
Kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng<\/strong><\/h3>\n\n\n\nPh\u00e2n t\u00edch AI gi\u00fap gi\u1ea3m b\u1edbt nh\u1eefng th\u00e1ch th\u1ee9c trong vi\u1ec7c m\u1edf r\u1ed9ng kinh doanh. B\u1eb1ng c\u00e1ch hi\u1ec7u qu\u1ea3 x\u1eed l\u00fd c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau \u0111\u1ec3 cung c\u1ea5p th\u00f4ng tin chuy\u00ean s\u00e2u theo th\u1eddi gian th\u1ef1c. \u0110i\u1ec1u m\u00e0 kh\u00f4ng th\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u01b0\u1ee3c v\u1edbi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng.<\/p>\n\n\n\n
Khi t\u00edch h\u1ee3p v\u1edbi ph\u1ea7n m\u1ec1m qu\u1ea3n l\u00fd quan h\u1ec7 kh\u00e1ch h\u00e0ng (CRM) v\u00e0 ph\u1ea7n m\u1ec1m kinh doanh th\u00f4ng minh c\u1ee7a c\u00f4ng ty. C\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 v\u1eady s\u1ebd t\u0103ng c\u01b0\u1eddng k\u1ebft qu\u1ea3 c\u1ee7a nh\u1eefng hi\u1ec3u bi\u1ebft \u0111\u01b0\u1ee3c nh\u1eafm m\u1ee5c ti\u00eau b\u1eb1ng c\u00e1ch tham chi\u1ebfu ch\u00e9o c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u. X\u00e1c \u0111\u1ecbnh c\u00e1c m\u1eabu trong h\u1ed3 s\u01a1 kh\u00e1ch h\u00e0ng v\u00e0 c\u00e1c m\u1eabu mua h\u00e0ng. Do \u0111\u00f3, mang l\u1ea1i c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n h\u01a1n v\u1ec1 kh\u00e1ch h\u00e0ng hi\u1ec7n t\u1ea1i v\u00e0 kh\u00e1ch h\u00e0ng ti\u1ec1m n\u0103ng c\u1ee7a b\u1ea1n.<\/p>\n\n\n\n
\u0110\u1ed9 ch\u00ednh x\u00e1c<\/strong><\/h3>\n\n\n\nK\u1ebft qu\u1ea3 t\u1eeb ph\u00e2n t\u00edch d\u1eef li\u1ec7u AI c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao h\u01a1n so v\u1edbi ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch d\u1eef li\u1ec7u th\u1ee7 c\u00f4ng. \u0110i\u1ec1u n\u00e0y l\u00e0 do \u00edt ph\u1ea1m vi x\u1ea3y ra l\u1ed7i, th\u00e0nh ki\u1ebfn ho\u1eb7c h\u1ea1n ch\u1ebf c\u1ee7a con ng\u01b0\u1eddi h\u01a1n. Ch\u1eb3ng h\u1ea1n nh\u01b0 lo\u1ea1i tr\u1eeb d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch ch\u1ee7 quan ho\u1eb7c trong qu\u00e1 tr\u00ecnh t\u00ednh to\u00e1n c\u00e1c s\u1ed1 li\u1ec7u ph\u1ee9c t\u1ea1p.<\/p>\n\n\n\n
C\u00f4ng c\u1ee5 \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/strong><\/h2>\n\n\n\nPower BI<\/strong><\/h3>\n\n\n\nPower BI l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 tr\u1ef1c quan h\u00f3a th\u00f4ng tin chi ti\u1ebft. N\u00f3 cung c\u1ea5p c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u. B\u1eb1ng c\u00e1ch t\u1ea1o ra bi\u1ec3u \u0111\u1ed3 t\u1eeb h\u00e0ng tri\u1ec7u \u0111i\u1ec3m d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau c\u00f3 \u0111\u1ed9 ph\u1ee9c t\u1ea1p kh\u00e1c nhau. \u0110\u1eb7c bi\u1ec7t h\u1eefu \u00edch n\u1ebfu b\u1ea1n c\u00f3 kinh nghi\u1ec7m s\u1eed d\u1ee5ng Microsoft Excel. V\u00ec c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng t\u1ea1o v\u00e0 ch\u1ec9nh s\u1eeda b\u00e1o c\u00e1o theo y\u00eau c\u1ea7u. Sau \u0111\u00f3 chia s\u1ebb ch\u00fang v\u1edbi c\u00e1c nh\u00f3m. \u0110\u1ec3 s\u1eed d\u1ee5ng hi\u1ec7u qu\u1ea3, b\u1ea1n c\u1ea7n ph\u1ea3i c\u00f3 ki\u1ebfn th\u1ee9c v\u1ec1 m\u00e3 h\u00f3a. V\u00ec b\u1ea1n s\u1ebd c\u1ea7n n\u00f3 \u0111\u1ec3 hi\u1ec3u c\u00e1c bi\u1ec3u th\u1ee9c ph\u00e2n t\u00edch d\u1eef li\u1ec7u (DAX) khi x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh d\u1eef li\u1ec7u v\u00e0 l\u00e0m vi\u1ec7c v\u1edbi m\u00e3 M \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nMonkeyLearn<\/strong><\/h3>\n\n\n\nMonkeyLearn l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch v\u0103n b\u1ea3n s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. N\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a ph\u1ea3n h\u1ed3i t\u1eeb kh\u00e1ch h\u00e0ng. Ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb c\u00e1c cu\u1ed9c kh\u1ea3o s\u00e1t \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh ch\u1ee7 \u0111\u1ec1 li\u00ean quan \u0111\u1ebfn \u0111\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau. T\u1eeb \u0111\u00f3 r\u00fat ra nh\u1eefng th\u00f4ng tin h\u1eefu \u00edch. M\u1eb7c d\u00f9 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 h\u1ed7 tr\u1ee3 qu\u1ea3n l\u00fd tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng. C\u00f4ng c\u1ee5 n\u00e0y kh\u00f4ng hi\u1ec7u qu\u1ea3 trong vi\u1ec7c x\u1eed l\u00fd s\u1ed1 l\u01b0\u1ee3ng l\u1edbn y\u00eau c\u1ea7u ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng. \u0110i\u1ec1u n\u00e0y g\u00e2y kh\u00f3 kh\u0103n cho vi\u1ec7c m\u1edf r\u1ed9ng quy m\u00f4 ho\u1eb7c t\u00edch h\u1ee3p v\u1edbi c\u00e1c nhu c\u1ea7u h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nTableau<\/strong><\/h3>\n\n\n\nTableau l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch v\u00e0 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u m\u00e0 b\u1ea1n s\u1eed d\u1ee5ng \u0111\u1ec3 hi\u1ec3u d\u1eef li\u1ec7u c\u1ee7a m\u00ecnh. Qua \u0111\u00f3 thu \u0111\u01b0\u1ee3c nh\u1eefng hi\u1ec3u bi\u1ebft c\u00f3 \u00fd ngh\u0129a v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u. C\u0169ng nh\u01b0 t\u1ea1o b\u00e1o c\u00e1o trong th\u1eddi gian th\u1ef1c. Tableau cung c\u1ea5p kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i m\u1ea1nh m\u1ebd v\u1edbi nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u kh\u00e1c nhau. N\u00f3 \u0111em l\u1ea1i c\u00e1i nh\u00ecn th\u1ed1ng nh\u1ea5t v\u1ec1 d\u1eef li\u1ec7u c\u0169ng nh\u01b0 th\u00f4ng tin chi ti\u1ebft c\u1ee7a b\u1ea1n. \u0110\u1ec3 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a ti\u1ec1m n\u0103ng c\u1ee7a n\u00f3, Tableau y\u00eau c\u1ea7u ng\u01b0\u1eddi d\u00f9ng \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o v\u1ec1 n\u1ec1n t\u1ea3ng n\u00e0y.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nSisense<\/strong><\/h3>\n\n\n\nSisense l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u1ee9ng d\u1ee5ng AI. N\u00f3 c\u00f3 kh\u1ea3 n\u0103ng truy c\u1eadp v\u00e0o nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u tr\u1ef1c tuy\u1ebfn. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 cung c\u1ea5p th\u00f4ng tin chi ti\u1ebft trong c\u00e1c b\u00e1o c\u00e1o linh ho\u1ea1t. N\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1edfi c\u00e1c nh\u00f3m kh\u00f4ng chuy\u00ean v\u1ec1 k\u1ef9 thu\u1eadt cao. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch d\u1eef li\u1ec7u s\u01a1 b\u1ed9 cho c\u00e1c ho\u1ea1t \u0111\u1ed9ng kinh doanh th\u00f4ng minh. C\u00f4ng c\u1ee5 n\u00e0y c\u0169ng c\u00f3 nhi\u1ec1u t\u00ednh n\u0103ng n\u00e2ng cao nh\u01b0ng ng\u01b0\u1eddi d\u00f9ng c\u1ea7n \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc khi c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u s\u1eed d\u1ee5ng ch\u00fang \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nAdsplus.vn<\/a><\/strong><\/p>\n\n\n\nC\u1ea3m \u01a1n b\u1ea1n \u0111\u00e3 xem b\u00e0i vi\u1ebft <\/em>n\u00e0y.<\/em><\/em> H\u00e3y c\u1eadp nh\u1eadt th\u00eam c\u00e1c b\u00e0i vi\u1ebft t\u1eeb Adsplus \u0111\u1ec3 bi\u1ebft th\u00eam nh\u1eefng th\u00f4ng tin m\u1edbi nh\u1ea5t.<\/em> V\u00e0 c\u00e1c Tips ch\u1ea1y qu\u1ea3ng c\u00e1o hi\u1ec7u qu\u1ea3.<\/em><\/p>\n\n\n\n\n- Tham kh\u1ea3o c\u00e1c kh\u00f3a h\u1ecdc Google Ads, Facebook Ads t\u1ea1i guru.edu.vn<\/a><\/strong><\/mark><\/li>\n\n\n\n
- Tham kh\u1ea3o c\u00e1c g\u00f3i setup t\u00e0i kho\u1ea3n qu\u1ea3ng c\u00e1o Google Ads, Facebook Ads t\u1ea1i 1ad.vn<\/a><\/strong><\/mark><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"
\u1ee8ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u gi\u00fap c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3, \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd gi\u1edbi thi\u1ec7u nh\u1eefng l\u1ee3i \u00edch c\u1ee7a AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u. \u0110\u1ed3ng th\u1eddi gi\u1edbi thi\u1ec7u c\u00e1c \u1ee9ng d\u1ee5ng ph\u1ed5 bi\u1ebfn c\u1ee7a AI trong l\u0129nh v\u1ef1c n\u00e0y. Xem th\u00eam: […]<\/p>\n","protected":false},"author":72,"featured_media":34999,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[1367,921],"tags":[1271,1402,184],"yoast_head":"\n
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Cung c\u1ea5p hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc t\u1eeb ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n \u0111\u1ec3 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t kinh doanh trong t\u01b0\u01a1ng lai. AI cho ph\u00e9p ph\u00e2n t\u00edch d\u1eef li\u1ec7u theo th\u1eddi gian th\u1ef1c \u0111\u1ec3 doanh nghi\u1ec7p c\u00f3 th\u1ec3 theo d\u00f5i. T\u1eeb \u0111\u00f3 \u0111i\u1ec1u ch\u1ec9nh chi\u1ebfn l\u01b0\u1ee3c, chi\u1ebfn d\u1ecbch k\u1ecbp th\u1eddi.<\/p>\n\n\n\n
Nh\u1eefng y\u1ebfu t\u1ed1 quan tr\u1ecdng trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u AI l\u00e0 g\u00ec?<\/strong><\/h2>\n\n\n\nMachine learning (M\u00e1y h\u1ecdc)<\/strong><\/h3>\n\n\n\nM\u00e1y h\u1ecdc gi\u00fap c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch t\u1ef1 \u0111\u1ed9ng t\u00ecm ra c\u00e1c m\u1eabu trong d\u1eef li\u1ec7u. Vi\u1ec7c n\u00e0y \u0111\u1ec3 c\u00f3 th\u1ec3 t\u1ed5ng h\u1ee3p ch\u00fang v\u00e0 \u0111\u01b0a ra hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc. N\u00f3 gi\u00fap x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 \u0111\u1ec3 t\u00ecm ra c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u quan tr\u1ecdng \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n.<\/p>\n\n\n\n
Natural language processing (X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean)<\/strong><\/h3>\n\n\n\nX\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean gi\u00fap c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch hi\u1ec3u v\u00e0 gi\u1ea3i th\u00edch ng\u00f4n ng\u1eef c\u1ee7a con ng\u01b0\u1eddi. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 t\u00ecm ra th\u00f4ng tin c\u00f3 \u00fd ngh\u0129a. NLP quan tr\u1ecdng trong vi\u1ec7c ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb m\u1ea1ng x\u00e3 h\u1ed9i, \u0111\u00e1nh gi\u00e1 c\u1ee7a kh\u00e1ch h\u00e0ng, blog, b\u00e0i b\u00e1o v\u00e0 d\u1eef li\u1ec7u v\u0103n b\u1ea3n kh\u00e1c.<\/p>\n\n\n\n
Neural networks (M\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh) <\/strong><\/h3>\n\n\n\nM\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh l\u00e0 c\u00e1c thu\u1eadt to\u00e1n \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng \u0111\u1ec3 hi\u1ec3u m\u1ed1i quan h\u1ec7 gi\u1eefa c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u b\u1eb1ng m\u00e1y h\u1ecdc. Ch\u00fang \u0111\u01b0\u1ee3c l\u1ea5y c\u1ea3m h\u1ee9ng t\u1eeb c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a b\u1ed9 n\u00e3o con ng\u01b0\u1eddi. Gi\u00fap c\u00f4ng c\u1ee5 AI tr\u1edf n\u00ean th\u00f4ng minh h\u01a1n v\u00e0 ch\u00ednh x\u00e1c h\u01a1n theo th\u1eddi gian.<\/p>\n\n\n\n
Deep learning (H\u1ecdc s\u00e2u)<\/strong><\/h3>\n\n\n\nThu\u1eadt to\u00e1n h\u1ecdc s\u00e2u l\u00e0 c\u00e1c m\u1ea1ng n\u01a1-ron ti\u00ean ti\u1ebfn x\u1eed l\u00fd d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng nhi\u1ec1u l\u1edbp n\u00fat \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u1edbi nhau. \u0110i\u1ec1u n\u00e0y gi\u00fap n\u00f3 th\u00edch \u1ee9ng v\u1edbi nhi\u1ec1u lo\u1ea1i d\u1eef li\u1ec7u v\u00e0 r\u00fat ra hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc h\u01a1n. Vi\u1ec7c n\u00e0y \u0111\u1ec3 ph\u00e2n t\u00edch ph\u1ee9c t\u1ea1p h\u01a1n so v\u1edbi ph\u00e2n t\u00edch d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng.<\/p>\n\n\n\n
L\u1ee3i \u00edch c\u1ee7a vi\u1ec7c \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u00e0 g\u00ec?<\/strong><\/h2>\n\n\n\nT\u1ef1 \u0111\u1ed9ng h\u00f3a<\/strong><\/h3>\n\n\n\nPh\u00e2n t\u00edch AI gi\u00fap t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c ph\u00e9p t\u00ednh th\u1ed1ng k\u00ea \u0111\u1ec3 theo d\u00f5i c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t ch\u00ednh (KPI) tr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng doanh nghi\u1ec7p. \u0110i\u1ec1u n\u00e0y t\u0103ng c\u01b0\u1eddng hi\u1ec7u qu\u1ea3 b\u1eb1ng c\u00e1ch gi\u1ea3m th\u1eddi gian cho c\u00e1c nhi\u1ec7m v\u1ee5 v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. T\u1eeb \u0111\u00f3 r\u00fat ra hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u v\u00e0 kh\u00e1ch h\u00e0ng. T\u00ednh n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a d\u1ef1a tr\u00ean h\u1ecdc m\u00e1y (ML) n\u00e0y gi\u00fap ti\u1ebft ki\u1ec7m th\u1eddi gian qu\u00fd b\u00e1u \u0111\u1ec3 t\u1eadp trung v\u00e0o vi\u1ec7c l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 chi\u1ebfn l\u01b0\u1ee3c. \u0110\u1ed3ng th\u1eddi gi\u1ea3m b\u1edbt kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c v\u00e0 c\u1ea3n tr\u1edf trong quy tr\u00ecnh l\u00e0m vi\u1ec7c.<\/p>\n\n\n\n
Kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng<\/strong><\/h3>\n\n\n\nPh\u00e2n t\u00edch AI gi\u00fap gi\u1ea3m b\u1edbt nh\u1eefng th\u00e1ch th\u1ee9c trong vi\u1ec7c m\u1edf r\u1ed9ng kinh doanh. B\u1eb1ng c\u00e1ch hi\u1ec7u qu\u1ea3 x\u1eed l\u00fd c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau \u0111\u1ec3 cung c\u1ea5p th\u00f4ng tin chuy\u00ean s\u00e2u theo th\u1eddi gian th\u1ef1c. \u0110i\u1ec1u m\u00e0 kh\u00f4ng th\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u01b0\u1ee3c v\u1edbi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng.<\/p>\n\n\n\n
Khi t\u00edch h\u1ee3p v\u1edbi ph\u1ea7n m\u1ec1m qu\u1ea3n l\u00fd quan h\u1ec7 kh\u00e1ch h\u00e0ng (CRM) v\u00e0 ph\u1ea7n m\u1ec1m kinh doanh th\u00f4ng minh c\u1ee7a c\u00f4ng ty. C\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 v\u1eady s\u1ebd t\u0103ng c\u01b0\u1eddng k\u1ebft qu\u1ea3 c\u1ee7a nh\u1eefng hi\u1ec3u bi\u1ebft \u0111\u01b0\u1ee3c nh\u1eafm m\u1ee5c ti\u00eau b\u1eb1ng c\u00e1ch tham chi\u1ebfu ch\u00e9o c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u. X\u00e1c \u0111\u1ecbnh c\u00e1c m\u1eabu trong h\u1ed3 s\u01a1 kh\u00e1ch h\u00e0ng v\u00e0 c\u00e1c m\u1eabu mua h\u00e0ng. Do \u0111\u00f3, mang l\u1ea1i c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n h\u01a1n v\u1ec1 kh\u00e1ch h\u00e0ng hi\u1ec7n t\u1ea1i v\u00e0 kh\u00e1ch h\u00e0ng ti\u1ec1m n\u0103ng c\u1ee7a b\u1ea1n.<\/p>\n\n\n\n
\u0110\u1ed9 ch\u00ednh x\u00e1c<\/strong><\/h3>\n\n\n\nK\u1ebft qu\u1ea3 t\u1eeb ph\u00e2n t\u00edch d\u1eef li\u1ec7u AI c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao h\u01a1n so v\u1edbi ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch d\u1eef li\u1ec7u th\u1ee7 c\u00f4ng. \u0110i\u1ec1u n\u00e0y l\u00e0 do \u00edt ph\u1ea1m vi x\u1ea3y ra l\u1ed7i, th\u00e0nh ki\u1ebfn ho\u1eb7c h\u1ea1n ch\u1ebf c\u1ee7a con ng\u01b0\u1eddi h\u01a1n. Ch\u1eb3ng h\u1ea1n nh\u01b0 lo\u1ea1i tr\u1eeb d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch ch\u1ee7 quan ho\u1eb7c trong qu\u00e1 tr\u00ecnh t\u00ednh to\u00e1n c\u00e1c s\u1ed1 li\u1ec7u ph\u1ee9c t\u1ea1p.<\/p>\n\n\n\n
C\u00f4ng c\u1ee5 \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/strong><\/h2>\n\n\n\nPower BI<\/strong><\/h3>\n\n\n\nPower BI l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 tr\u1ef1c quan h\u00f3a th\u00f4ng tin chi ti\u1ebft. N\u00f3 cung c\u1ea5p c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u. B\u1eb1ng c\u00e1ch t\u1ea1o ra bi\u1ec3u \u0111\u1ed3 t\u1eeb h\u00e0ng tri\u1ec7u \u0111i\u1ec3m d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau c\u00f3 \u0111\u1ed9 ph\u1ee9c t\u1ea1p kh\u00e1c nhau. \u0110\u1eb7c bi\u1ec7t h\u1eefu \u00edch n\u1ebfu b\u1ea1n c\u00f3 kinh nghi\u1ec7m s\u1eed d\u1ee5ng Microsoft Excel. V\u00ec c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng t\u1ea1o v\u00e0 ch\u1ec9nh s\u1eeda b\u00e1o c\u00e1o theo y\u00eau c\u1ea7u. Sau \u0111\u00f3 chia s\u1ebb ch\u00fang v\u1edbi c\u00e1c nh\u00f3m. \u0110\u1ec3 s\u1eed d\u1ee5ng hi\u1ec7u qu\u1ea3, b\u1ea1n c\u1ea7n ph\u1ea3i c\u00f3 ki\u1ebfn th\u1ee9c v\u1ec1 m\u00e3 h\u00f3a. V\u00ec b\u1ea1n s\u1ebd c\u1ea7n n\u00f3 \u0111\u1ec3 hi\u1ec3u c\u00e1c bi\u1ec3u th\u1ee9c ph\u00e2n t\u00edch d\u1eef li\u1ec7u (DAX) khi x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh d\u1eef li\u1ec7u v\u00e0 l\u00e0m vi\u1ec7c v\u1edbi m\u00e3 M \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nMonkeyLearn<\/strong><\/h3>\n\n\n\nMonkeyLearn l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch v\u0103n b\u1ea3n s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. N\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a ph\u1ea3n h\u1ed3i t\u1eeb kh\u00e1ch h\u00e0ng. Ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb c\u00e1c cu\u1ed9c kh\u1ea3o s\u00e1t \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh ch\u1ee7 \u0111\u1ec1 li\u00ean quan \u0111\u1ebfn \u0111\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau. T\u1eeb \u0111\u00f3 r\u00fat ra nh\u1eefng th\u00f4ng tin h\u1eefu \u00edch. M\u1eb7c d\u00f9 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 h\u1ed7 tr\u1ee3 qu\u1ea3n l\u00fd tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng. C\u00f4ng c\u1ee5 n\u00e0y kh\u00f4ng hi\u1ec7u qu\u1ea3 trong vi\u1ec7c x\u1eed l\u00fd s\u1ed1 l\u01b0\u1ee3ng l\u1edbn y\u00eau c\u1ea7u ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng. \u0110i\u1ec1u n\u00e0y g\u00e2y kh\u00f3 kh\u0103n cho vi\u1ec7c m\u1edf r\u1ed9ng quy m\u00f4 ho\u1eb7c t\u00edch h\u1ee3p v\u1edbi c\u00e1c nhu c\u1ea7u h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nTableau<\/strong><\/h3>\n\n\n\nTableau l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch v\u00e0 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u m\u00e0 b\u1ea1n s\u1eed d\u1ee5ng \u0111\u1ec3 hi\u1ec3u d\u1eef li\u1ec7u c\u1ee7a m\u00ecnh. Qua \u0111\u00f3 thu \u0111\u01b0\u1ee3c nh\u1eefng hi\u1ec3u bi\u1ebft c\u00f3 \u00fd ngh\u0129a v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u. C\u0169ng nh\u01b0 t\u1ea1o b\u00e1o c\u00e1o trong th\u1eddi gian th\u1ef1c. Tableau cung c\u1ea5p kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i m\u1ea1nh m\u1ebd v\u1edbi nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u kh\u00e1c nhau. N\u00f3 \u0111em l\u1ea1i c\u00e1i nh\u00ecn th\u1ed1ng nh\u1ea5t v\u1ec1 d\u1eef li\u1ec7u c\u0169ng nh\u01b0 th\u00f4ng tin chi ti\u1ebft c\u1ee7a b\u1ea1n. \u0110\u1ec3 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a ti\u1ec1m n\u0103ng c\u1ee7a n\u00f3, Tableau y\u00eau c\u1ea7u ng\u01b0\u1eddi d\u00f9ng \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o v\u1ec1 n\u1ec1n t\u1ea3ng n\u00e0y.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nSisense<\/strong><\/h3>\n\n\n\nSisense l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u1ee9ng d\u1ee5ng AI. N\u00f3 c\u00f3 kh\u1ea3 n\u0103ng truy c\u1eadp v\u00e0o nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u tr\u1ef1c tuy\u1ebfn. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 cung c\u1ea5p th\u00f4ng tin chi ti\u1ebft trong c\u00e1c b\u00e1o c\u00e1o linh ho\u1ea1t. N\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1edfi c\u00e1c nh\u00f3m kh\u00f4ng chuy\u00ean v\u1ec1 k\u1ef9 thu\u1eadt cao. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch d\u1eef li\u1ec7u s\u01a1 b\u1ed9 cho c\u00e1c ho\u1ea1t \u0111\u1ed9ng kinh doanh th\u00f4ng minh. C\u00f4ng c\u1ee5 n\u00e0y c\u0169ng c\u00f3 nhi\u1ec1u t\u00ednh n\u0103ng n\u00e2ng cao nh\u01b0ng ng\u01b0\u1eddi d\u00f9ng c\u1ea7n \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc khi c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u s\u1eed d\u1ee5ng ch\u00fang \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nAdsplus.vn<\/a><\/strong><\/p>\n\n\n\nC\u1ea3m \u01a1n b\u1ea1n \u0111\u00e3 xem b\u00e0i vi\u1ebft <\/em>n\u00e0y.<\/em><\/em> H\u00e3y c\u1eadp nh\u1eadt th\u00eam c\u00e1c b\u00e0i vi\u1ebft t\u1eeb Adsplus \u0111\u1ec3 bi\u1ebft th\u00eam nh\u1eefng th\u00f4ng tin m\u1edbi nh\u1ea5t.<\/em> V\u00e0 c\u00e1c Tips ch\u1ea1y qu\u1ea3ng c\u00e1o hi\u1ec7u qu\u1ea3.<\/em><\/p>\n\n\n\n\n- Tham kh\u1ea3o c\u00e1c kh\u00f3a h\u1ecdc Google Ads, Facebook Ads t\u1ea1i guru.edu.vn<\/a><\/strong><\/mark><\/li>\n\n\n\n
- Tham kh\u1ea3o c\u00e1c g\u00f3i setup t\u00e0i kho\u1ea3n qu\u1ea3ng c\u00e1o Google Ads, Facebook Ads t\u1ea1i 1ad.vn<\/a><\/strong><\/mark><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"
\u1ee8ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u gi\u00fap c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3, \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd gi\u1edbi thi\u1ec7u nh\u1eefng l\u1ee3i \u00edch c\u1ee7a AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u. \u0110\u1ed3ng th\u1eddi gi\u1edbi thi\u1ec7u c\u00e1c \u1ee9ng d\u1ee5ng ph\u1ed5 bi\u1ebfn c\u1ee7a AI trong l\u0129nh v\u1ef1c n\u00e0y. Xem th\u00eam: […]<\/p>\n","protected":false},"author":72,"featured_media":34999,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[1367,921],"tags":[1271,1402,184],"yoast_head":"\n
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nghi\u1ec7p.","breadcrumb":{"@id":"https:\/\/adsplus.vn\/blog\/ung-dung-ai-trong-phan-tich-du-lieu#breadcrumb"},"inLanguage":"vi","potentialAction":[{"@type":"ReadAction","target":["https:\/\/adsplus.vn\/blog\/ung-dung-ai-trong-phan-tich-du-lieu"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/adsplus.vn\/blog\/ung-dung-ai-trong-phan-tich-du-lieu#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/adsplus.vn\/blog\/"},{"@type":"ListItem","position":2,"name":"L\u1ee3i \u00edch khi \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u"}]},{"@type":"WebSite","@id":"https:\/\/adsplus.vn\/blog\/#website","url":"https:\/\/adsplus.vn\/blog\/","name":"Adsplus Blog","description":"K\u00eanh chia s\u1ebb ki\u1ebfn th\u1ee9c marketing online","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/adsplus.vn\/blog\/?s={search_term_string}"},"query-input":"required 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M\u00e1y h\u1ecdc gi\u00fap c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch t\u1ef1 \u0111\u1ed9ng t\u00ecm ra c\u00e1c m\u1eabu trong d\u1eef li\u1ec7u. Vi\u1ec7c n\u00e0y \u0111\u1ec3 c\u00f3 th\u1ec3 t\u1ed5ng h\u1ee3p ch\u00fang v\u00e0 \u0111\u01b0a ra hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc. N\u00f3 gi\u00fap x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 \u0111\u1ec3 t\u00ecm ra c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u quan tr\u1ecdng \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n.<\/p>\n\n\n\n
Natural language processing (X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean)<\/strong><\/h3>\n\n\n\nX\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean gi\u00fap c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch hi\u1ec3u v\u00e0 gi\u1ea3i th\u00edch ng\u00f4n ng\u1eef c\u1ee7a con ng\u01b0\u1eddi. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 t\u00ecm ra th\u00f4ng tin c\u00f3 \u00fd ngh\u0129a. NLP quan tr\u1ecdng trong vi\u1ec7c ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb m\u1ea1ng x\u00e3 h\u1ed9i, \u0111\u00e1nh gi\u00e1 c\u1ee7a kh\u00e1ch h\u00e0ng, blog, b\u00e0i b\u00e1o v\u00e0 d\u1eef li\u1ec7u v\u0103n b\u1ea3n kh\u00e1c.<\/p>\n\n\n\n
Neural networks (M\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh) <\/strong><\/h3>\n\n\n\nM\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh l\u00e0 c\u00e1c thu\u1eadt to\u00e1n \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng \u0111\u1ec3 hi\u1ec3u m\u1ed1i quan h\u1ec7 gi\u1eefa c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u b\u1eb1ng m\u00e1y h\u1ecdc. Ch\u00fang \u0111\u01b0\u1ee3c l\u1ea5y c\u1ea3m h\u1ee9ng t\u1eeb c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a b\u1ed9 n\u00e3o con ng\u01b0\u1eddi. Gi\u00fap c\u00f4ng c\u1ee5 AI tr\u1edf n\u00ean th\u00f4ng minh h\u01a1n v\u00e0 ch\u00ednh x\u00e1c h\u01a1n theo th\u1eddi gian.<\/p>\n\n\n\n
Deep learning (H\u1ecdc s\u00e2u)<\/strong><\/h3>\n\n\n\nThu\u1eadt to\u00e1n h\u1ecdc s\u00e2u l\u00e0 c\u00e1c m\u1ea1ng n\u01a1-ron ti\u00ean ti\u1ebfn x\u1eed l\u00fd d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng nhi\u1ec1u l\u1edbp n\u00fat \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u1edbi nhau. \u0110i\u1ec1u n\u00e0y gi\u00fap n\u00f3 th\u00edch \u1ee9ng v\u1edbi nhi\u1ec1u lo\u1ea1i d\u1eef li\u1ec7u v\u00e0 r\u00fat ra hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc h\u01a1n. Vi\u1ec7c n\u00e0y \u0111\u1ec3 ph\u00e2n t\u00edch ph\u1ee9c t\u1ea1p h\u01a1n so v\u1edbi ph\u00e2n t\u00edch d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng.<\/p>\n\n\n\n
L\u1ee3i \u00edch c\u1ee7a vi\u1ec7c \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u00e0 g\u00ec?<\/strong><\/h2>\n\n\n\nT\u1ef1 \u0111\u1ed9ng h\u00f3a<\/strong><\/h3>\n\n\n\nPh\u00e2n t\u00edch AI gi\u00fap t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c ph\u00e9p t\u00ednh th\u1ed1ng k\u00ea \u0111\u1ec3 theo d\u00f5i c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t ch\u00ednh (KPI) tr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng doanh nghi\u1ec7p. \u0110i\u1ec1u n\u00e0y t\u0103ng c\u01b0\u1eddng hi\u1ec7u qu\u1ea3 b\u1eb1ng c\u00e1ch gi\u1ea3m th\u1eddi gian cho c\u00e1c nhi\u1ec7m v\u1ee5 v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. T\u1eeb \u0111\u00f3 r\u00fat ra hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u v\u00e0 kh\u00e1ch h\u00e0ng. T\u00ednh n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a d\u1ef1a tr\u00ean h\u1ecdc m\u00e1y (ML) n\u00e0y gi\u00fap ti\u1ebft ki\u1ec7m th\u1eddi gian qu\u00fd b\u00e1u \u0111\u1ec3 t\u1eadp trung v\u00e0o vi\u1ec7c l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 chi\u1ebfn l\u01b0\u1ee3c. \u0110\u1ed3ng th\u1eddi gi\u1ea3m b\u1edbt kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c v\u00e0 c\u1ea3n tr\u1edf trong quy tr\u00ecnh l\u00e0m vi\u1ec7c.<\/p>\n\n\n\n
Kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng<\/strong><\/h3>\n\n\n\nPh\u00e2n t\u00edch AI gi\u00fap gi\u1ea3m b\u1edbt nh\u1eefng th\u00e1ch th\u1ee9c trong vi\u1ec7c m\u1edf r\u1ed9ng kinh doanh. B\u1eb1ng c\u00e1ch hi\u1ec7u qu\u1ea3 x\u1eed l\u00fd c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau \u0111\u1ec3 cung c\u1ea5p th\u00f4ng tin chuy\u00ean s\u00e2u theo th\u1eddi gian th\u1ef1c. \u0110i\u1ec1u m\u00e0 kh\u00f4ng th\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u01b0\u1ee3c v\u1edbi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng.<\/p>\n\n\n\n
Khi t\u00edch h\u1ee3p v\u1edbi ph\u1ea7n m\u1ec1m qu\u1ea3n l\u00fd quan h\u1ec7 kh\u00e1ch h\u00e0ng (CRM) v\u00e0 ph\u1ea7n m\u1ec1m kinh doanh th\u00f4ng minh c\u1ee7a c\u00f4ng ty. C\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 v\u1eady s\u1ebd t\u0103ng c\u01b0\u1eddng k\u1ebft qu\u1ea3 c\u1ee7a nh\u1eefng hi\u1ec3u bi\u1ebft \u0111\u01b0\u1ee3c nh\u1eafm m\u1ee5c ti\u00eau b\u1eb1ng c\u00e1ch tham chi\u1ebfu ch\u00e9o c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u. X\u00e1c \u0111\u1ecbnh c\u00e1c m\u1eabu trong h\u1ed3 s\u01a1 kh\u00e1ch h\u00e0ng v\u00e0 c\u00e1c m\u1eabu mua h\u00e0ng. Do \u0111\u00f3, mang l\u1ea1i c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n h\u01a1n v\u1ec1 kh\u00e1ch h\u00e0ng hi\u1ec7n t\u1ea1i v\u00e0 kh\u00e1ch h\u00e0ng ti\u1ec1m n\u0103ng c\u1ee7a b\u1ea1n.<\/p>\n\n\n\n
\u0110\u1ed9 ch\u00ednh x\u00e1c<\/strong><\/h3>\n\n\n\nK\u1ebft qu\u1ea3 t\u1eeb ph\u00e2n t\u00edch d\u1eef li\u1ec7u AI c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao h\u01a1n so v\u1edbi ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch d\u1eef li\u1ec7u th\u1ee7 c\u00f4ng. \u0110i\u1ec1u n\u00e0y l\u00e0 do \u00edt ph\u1ea1m vi x\u1ea3y ra l\u1ed7i, th\u00e0nh ki\u1ebfn ho\u1eb7c h\u1ea1n ch\u1ebf c\u1ee7a con ng\u01b0\u1eddi h\u01a1n. Ch\u1eb3ng h\u1ea1n nh\u01b0 lo\u1ea1i tr\u1eeb d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch ch\u1ee7 quan ho\u1eb7c trong qu\u00e1 tr\u00ecnh t\u00ednh to\u00e1n c\u00e1c s\u1ed1 li\u1ec7u ph\u1ee9c t\u1ea1p.<\/p>\n\n\n\n
C\u00f4ng c\u1ee5 \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/strong><\/h2>\n\n\n\nPower BI<\/strong><\/h3>\n\n\n\nPower BI l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 tr\u1ef1c quan h\u00f3a th\u00f4ng tin chi ti\u1ebft. N\u00f3 cung c\u1ea5p c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u. B\u1eb1ng c\u00e1ch t\u1ea1o ra bi\u1ec3u \u0111\u1ed3 t\u1eeb h\u00e0ng tri\u1ec7u \u0111i\u1ec3m d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau c\u00f3 \u0111\u1ed9 ph\u1ee9c t\u1ea1p kh\u00e1c nhau. \u0110\u1eb7c bi\u1ec7t h\u1eefu \u00edch n\u1ebfu b\u1ea1n c\u00f3 kinh nghi\u1ec7m s\u1eed d\u1ee5ng Microsoft Excel. V\u00ec c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng t\u1ea1o v\u00e0 ch\u1ec9nh s\u1eeda b\u00e1o c\u00e1o theo y\u00eau c\u1ea7u. Sau \u0111\u00f3 chia s\u1ebb ch\u00fang v\u1edbi c\u00e1c nh\u00f3m. \u0110\u1ec3 s\u1eed d\u1ee5ng hi\u1ec7u qu\u1ea3, b\u1ea1n c\u1ea7n ph\u1ea3i c\u00f3 ki\u1ebfn th\u1ee9c v\u1ec1 m\u00e3 h\u00f3a. V\u00ec b\u1ea1n s\u1ebd c\u1ea7n n\u00f3 \u0111\u1ec3 hi\u1ec3u c\u00e1c bi\u1ec3u th\u1ee9c ph\u00e2n t\u00edch d\u1eef li\u1ec7u (DAX) khi x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh d\u1eef li\u1ec7u v\u00e0 l\u00e0m vi\u1ec7c v\u1edbi m\u00e3 M \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nMonkeyLearn<\/strong><\/h3>\n\n\n\nMonkeyLearn l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch v\u0103n b\u1ea3n s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. N\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a ph\u1ea3n h\u1ed3i t\u1eeb kh\u00e1ch h\u00e0ng. Ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb c\u00e1c cu\u1ed9c kh\u1ea3o s\u00e1t \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh ch\u1ee7 \u0111\u1ec1 li\u00ean quan \u0111\u1ebfn \u0111\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau. T\u1eeb \u0111\u00f3 r\u00fat ra nh\u1eefng th\u00f4ng tin h\u1eefu \u00edch. M\u1eb7c d\u00f9 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 h\u1ed7 tr\u1ee3 qu\u1ea3n l\u00fd tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng. C\u00f4ng c\u1ee5 n\u00e0y kh\u00f4ng hi\u1ec7u qu\u1ea3 trong vi\u1ec7c x\u1eed l\u00fd s\u1ed1 l\u01b0\u1ee3ng l\u1edbn y\u00eau c\u1ea7u ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng. \u0110i\u1ec1u n\u00e0y g\u00e2y kh\u00f3 kh\u0103n cho vi\u1ec7c m\u1edf r\u1ed9ng quy m\u00f4 ho\u1eb7c t\u00edch h\u1ee3p v\u1edbi c\u00e1c nhu c\u1ea7u h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nTableau<\/strong><\/h3>\n\n\n\nTableau l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch v\u00e0 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u m\u00e0 b\u1ea1n s\u1eed d\u1ee5ng \u0111\u1ec3 hi\u1ec3u d\u1eef li\u1ec7u c\u1ee7a m\u00ecnh. Qua \u0111\u00f3 thu \u0111\u01b0\u1ee3c nh\u1eefng hi\u1ec3u bi\u1ebft c\u00f3 \u00fd ngh\u0129a v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u. C\u0169ng nh\u01b0 t\u1ea1o b\u00e1o c\u00e1o trong th\u1eddi gian th\u1ef1c. Tableau cung c\u1ea5p kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i m\u1ea1nh m\u1ebd v\u1edbi nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u kh\u00e1c nhau. N\u00f3 \u0111em l\u1ea1i c\u00e1i nh\u00ecn th\u1ed1ng nh\u1ea5t v\u1ec1 d\u1eef li\u1ec7u c\u0169ng nh\u01b0 th\u00f4ng tin chi ti\u1ebft c\u1ee7a b\u1ea1n. \u0110\u1ec3 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a ti\u1ec1m n\u0103ng c\u1ee7a n\u00f3, Tableau y\u00eau c\u1ea7u ng\u01b0\u1eddi d\u00f9ng \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o v\u1ec1 n\u1ec1n t\u1ea3ng n\u00e0y.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nSisense<\/strong><\/h3>\n\n\n\nSisense l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u1ee9ng d\u1ee5ng AI. N\u00f3 c\u00f3 kh\u1ea3 n\u0103ng truy c\u1eadp v\u00e0o nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u tr\u1ef1c tuy\u1ebfn. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 cung c\u1ea5p th\u00f4ng tin chi ti\u1ebft trong c\u00e1c b\u00e1o c\u00e1o linh ho\u1ea1t. N\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1edfi c\u00e1c nh\u00f3m kh\u00f4ng chuy\u00ean v\u1ec1 k\u1ef9 thu\u1eadt cao. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch d\u1eef li\u1ec7u s\u01a1 b\u1ed9 cho c\u00e1c ho\u1ea1t \u0111\u1ed9ng kinh doanh th\u00f4ng minh. C\u00f4ng c\u1ee5 n\u00e0y c\u0169ng c\u00f3 nhi\u1ec1u t\u00ednh n\u0103ng n\u00e2ng cao nh\u01b0ng ng\u01b0\u1eddi d\u00f9ng c\u1ea7n \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc khi c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u s\u1eed d\u1ee5ng ch\u00fang \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nAdsplus.vn<\/a><\/strong><\/p>\n\n\n\nC\u1ea3m \u01a1n b\u1ea1n \u0111\u00e3 xem b\u00e0i vi\u1ebft <\/em>n\u00e0y.<\/em><\/em> H\u00e3y c\u1eadp nh\u1eadt th\u00eam c\u00e1c b\u00e0i vi\u1ebft t\u1eeb Adsplus \u0111\u1ec3 bi\u1ebft th\u00eam nh\u1eefng th\u00f4ng tin m\u1edbi nh\u1ea5t.<\/em> V\u00e0 c\u00e1c Tips ch\u1ea1y qu\u1ea3ng c\u00e1o hi\u1ec7u qu\u1ea3.<\/em><\/p>\n\n\n\n\n- Tham kh\u1ea3o c\u00e1c kh\u00f3a h\u1ecdc Google Ads, Facebook Ads t\u1ea1i guru.edu.vn<\/a><\/strong><\/mark><\/li>\n\n\n\n
- Tham kh\u1ea3o c\u00e1c g\u00f3i setup t\u00e0i kho\u1ea3n qu\u1ea3ng c\u00e1o Google Ads, Facebook Ads t\u1ea1i 1ad.vn<\/a><\/strong><\/mark><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"
\u1ee8ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u gi\u00fap c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3, \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd gi\u1edbi thi\u1ec7u nh\u1eefng l\u1ee3i \u00edch c\u1ee7a AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u. \u0110\u1ed3ng th\u1eddi gi\u1edbi thi\u1ec7u c\u00e1c \u1ee9ng d\u1ee5ng ph\u1ed5 bi\u1ebfn c\u1ee7a AI trong l\u0129nh v\u1ef1c n\u00e0y. Xem th\u00eam: […]<\/p>\n","protected":false},"author":72,"featured_media":34999,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[1367,921],"tags":[1271,1402,184],"yoast_head":"\n
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M\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh l\u00e0 c\u00e1c thu\u1eadt to\u00e1n \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng \u0111\u1ec3 hi\u1ec3u m\u1ed1i quan h\u1ec7 gi\u1eefa c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u b\u1eb1ng m\u00e1y h\u1ecdc. Ch\u00fang \u0111\u01b0\u1ee3c l\u1ea5y c\u1ea3m h\u1ee9ng t\u1eeb c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a b\u1ed9 n\u00e3o con ng\u01b0\u1eddi. Gi\u00fap c\u00f4ng c\u1ee5 AI tr\u1edf n\u00ean th\u00f4ng minh h\u01a1n v\u00e0 ch\u00ednh x\u00e1c h\u01a1n theo th\u1eddi gian.<\/p>\n\n\n\n
Deep learning (H\u1ecdc s\u00e2u)<\/strong><\/h3>\n\n\n\nThu\u1eadt to\u00e1n h\u1ecdc s\u00e2u l\u00e0 c\u00e1c m\u1ea1ng n\u01a1-ron ti\u00ean ti\u1ebfn x\u1eed l\u00fd d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng nhi\u1ec1u l\u1edbp n\u00fat \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u1edbi nhau. \u0110i\u1ec1u n\u00e0y gi\u00fap n\u00f3 th\u00edch \u1ee9ng v\u1edbi nhi\u1ec1u lo\u1ea1i d\u1eef li\u1ec7u v\u00e0 r\u00fat ra hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc h\u01a1n. Vi\u1ec7c n\u00e0y \u0111\u1ec3 ph\u00e2n t\u00edch ph\u1ee9c t\u1ea1p h\u01a1n so v\u1edbi ph\u00e2n t\u00edch d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng.<\/p>\n\n\n\n
L\u1ee3i \u00edch c\u1ee7a vi\u1ec7c \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u00e0 g\u00ec?<\/strong><\/h2>\n\n\n\nT\u1ef1 \u0111\u1ed9ng h\u00f3a<\/strong><\/h3>\n\n\n\nPh\u00e2n t\u00edch AI gi\u00fap t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c ph\u00e9p t\u00ednh th\u1ed1ng k\u00ea \u0111\u1ec3 theo d\u00f5i c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t ch\u00ednh (KPI) tr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng doanh nghi\u1ec7p. \u0110i\u1ec1u n\u00e0y t\u0103ng c\u01b0\u1eddng hi\u1ec7u qu\u1ea3 b\u1eb1ng c\u00e1ch gi\u1ea3m th\u1eddi gian cho c\u00e1c nhi\u1ec7m v\u1ee5 v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. T\u1eeb \u0111\u00f3 r\u00fat ra hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u v\u00e0 kh\u00e1ch h\u00e0ng. T\u00ednh n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a d\u1ef1a tr\u00ean h\u1ecdc m\u00e1y (ML) n\u00e0y gi\u00fap ti\u1ebft ki\u1ec7m th\u1eddi gian qu\u00fd b\u00e1u \u0111\u1ec3 t\u1eadp trung v\u00e0o vi\u1ec7c l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 chi\u1ebfn l\u01b0\u1ee3c. \u0110\u1ed3ng th\u1eddi gi\u1ea3m b\u1edbt kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c v\u00e0 c\u1ea3n tr\u1edf trong quy tr\u00ecnh l\u00e0m vi\u1ec7c.<\/p>\n\n\n\n
Kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng<\/strong><\/h3>\n\n\n\nPh\u00e2n t\u00edch AI gi\u00fap gi\u1ea3m b\u1edbt nh\u1eefng th\u00e1ch th\u1ee9c trong vi\u1ec7c m\u1edf r\u1ed9ng kinh doanh. B\u1eb1ng c\u00e1ch hi\u1ec7u qu\u1ea3 x\u1eed l\u00fd c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau \u0111\u1ec3 cung c\u1ea5p th\u00f4ng tin chuy\u00ean s\u00e2u theo th\u1eddi gian th\u1ef1c. \u0110i\u1ec1u m\u00e0 kh\u00f4ng th\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u01b0\u1ee3c v\u1edbi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng.<\/p>\n\n\n\n
Khi t\u00edch h\u1ee3p v\u1edbi ph\u1ea7n m\u1ec1m qu\u1ea3n l\u00fd quan h\u1ec7 kh\u00e1ch h\u00e0ng (CRM) v\u00e0 ph\u1ea7n m\u1ec1m kinh doanh th\u00f4ng minh c\u1ee7a c\u00f4ng ty. C\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 v\u1eady s\u1ebd t\u0103ng c\u01b0\u1eddng k\u1ebft qu\u1ea3 c\u1ee7a nh\u1eefng hi\u1ec3u bi\u1ebft \u0111\u01b0\u1ee3c nh\u1eafm m\u1ee5c ti\u00eau b\u1eb1ng c\u00e1ch tham chi\u1ebfu ch\u00e9o c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u. X\u00e1c \u0111\u1ecbnh c\u00e1c m\u1eabu trong h\u1ed3 s\u01a1 kh\u00e1ch h\u00e0ng v\u00e0 c\u00e1c m\u1eabu mua h\u00e0ng. Do \u0111\u00f3, mang l\u1ea1i c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n h\u01a1n v\u1ec1 kh\u00e1ch h\u00e0ng hi\u1ec7n t\u1ea1i v\u00e0 kh\u00e1ch h\u00e0ng ti\u1ec1m n\u0103ng c\u1ee7a b\u1ea1n.<\/p>\n\n\n\n
\u0110\u1ed9 ch\u00ednh x\u00e1c<\/strong><\/h3>\n\n\n\nK\u1ebft qu\u1ea3 t\u1eeb ph\u00e2n t\u00edch d\u1eef li\u1ec7u AI c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao h\u01a1n so v\u1edbi ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch d\u1eef li\u1ec7u th\u1ee7 c\u00f4ng. \u0110i\u1ec1u n\u00e0y l\u00e0 do \u00edt ph\u1ea1m vi x\u1ea3y ra l\u1ed7i, th\u00e0nh ki\u1ebfn ho\u1eb7c h\u1ea1n ch\u1ebf c\u1ee7a con ng\u01b0\u1eddi h\u01a1n. Ch\u1eb3ng h\u1ea1n nh\u01b0 lo\u1ea1i tr\u1eeb d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch ch\u1ee7 quan ho\u1eb7c trong qu\u00e1 tr\u00ecnh t\u00ednh to\u00e1n c\u00e1c s\u1ed1 li\u1ec7u ph\u1ee9c t\u1ea1p.<\/p>\n\n\n\n
C\u00f4ng c\u1ee5 \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/strong><\/h2>\n\n\n\nPower BI<\/strong><\/h3>\n\n\n\nPower BI l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 tr\u1ef1c quan h\u00f3a th\u00f4ng tin chi ti\u1ebft. N\u00f3 cung c\u1ea5p c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u. B\u1eb1ng c\u00e1ch t\u1ea1o ra bi\u1ec3u \u0111\u1ed3 t\u1eeb h\u00e0ng tri\u1ec7u \u0111i\u1ec3m d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau c\u00f3 \u0111\u1ed9 ph\u1ee9c t\u1ea1p kh\u00e1c nhau. \u0110\u1eb7c bi\u1ec7t h\u1eefu \u00edch n\u1ebfu b\u1ea1n c\u00f3 kinh nghi\u1ec7m s\u1eed d\u1ee5ng Microsoft Excel. V\u00ec c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng t\u1ea1o v\u00e0 ch\u1ec9nh s\u1eeda b\u00e1o c\u00e1o theo y\u00eau c\u1ea7u. Sau \u0111\u00f3 chia s\u1ebb ch\u00fang v\u1edbi c\u00e1c nh\u00f3m. \u0110\u1ec3 s\u1eed d\u1ee5ng hi\u1ec7u qu\u1ea3, b\u1ea1n c\u1ea7n ph\u1ea3i c\u00f3 ki\u1ebfn th\u1ee9c v\u1ec1 m\u00e3 h\u00f3a. V\u00ec b\u1ea1n s\u1ebd c\u1ea7n n\u00f3 \u0111\u1ec3 hi\u1ec3u c\u00e1c bi\u1ec3u th\u1ee9c ph\u00e2n t\u00edch d\u1eef li\u1ec7u (DAX) khi x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh d\u1eef li\u1ec7u v\u00e0 l\u00e0m vi\u1ec7c v\u1edbi m\u00e3 M \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nMonkeyLearn<\/strong><\/h3>\n\n\n\nMonkeyLearn l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch v\u0103n b\u1ea3n s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. N\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a ph\u1ea3n h\u1ed3i t\u1eeb kh\u00e1ch h\u00e0ng. Ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb c\u00e1c cu\u1ed9c kh\u1ea3o s\u00e1t \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh ch\u1ee7 \u0111\u1ec1 li\u00ean quan \u0111\u1ebfn \u0111\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau. T\u1eeb \u0111\u00f3 r\u00fat ra nh\u1eefng th\u00f4ng tin h\u1eefu \u00edch. M\u1eb7c d\u00f9 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 h\u1ed7 tr\u1ee3 qu\u1ea3n l\u00fd tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng. C\u00f4ng c\u1ee5 n\u00e0y kh\u00f4ng hi\u1ec7u qu\u1ea3 trong vi\u1ec7c x\u1eed l\u00fd s\u1ed1 l\u01b0\u1ee3ng l\u1edbn y\u00eau c\u1ea7u ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng. \u0110i\u1ec1u n\u00e0y g\u00e2y kh\u00f3 kh\u0103n cho vi\u1ec7c m\u1edf r\u1ed9ng quy m\u00f4 ho\u1eb7c t\u00edch h\u1ee3p v\u1edbi c\u00e1c nhu c\u1ea7u h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nTableau<\/strong><\/h3>\n\n\n\nTableau l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch v\u00e0 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u m\u00e0 b\u1ea1n s\u1eed d\u1ee5ng \u0111\u1ec3 hi\u1ec3u d\u1eef li\u1ec7u c\u1ee7a m\u00ecnh. Qua \u0111\u00f3 thu \u0111\u01b0\u1ee3c nh\u1eefng hi\u1ec3u bi\u1ebft c\u00f3 \u00fd ngh\u0129a v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u. C\u0169ng nh\u01b0 t\u1ea1o b\u00e1o c\u00e1o trong th\u1eddi gian th\u1ef1c. Tableau cung c\u1ea5p kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i m\u1ea1nh m\u1ebd v\u1edbi nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u kh\u00e1c nhau. N\u00f3 \u0111em l\u1ea1i c\u00e1i nh\u00ecn th\u1ed1ng nh\u1ea5t v\u1ec1 d\u1eef li\u1ec7u c\u0169ng nh\u01b0 th\u00f4ng tin chi ti\u1ebft c\u1ee7a b\u1ea1n. \u0110\u1ec3 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a ti\u1ec1m n\u0103ng c\u1ee7a n\u00f3, Tableau y\u00eau c\u1ea7u ng\u01b0\u1eddi d\u00f9ng \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o v\u1ec1 n\u1ec1n t\u1ea3ng n\u00e0y.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nSisense<\/strong><\/h3>\n\n\n\nSisense l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u1ee9ng d\u1ee5ng AI. N\u00f3 c\u00f3 kh\u1ea3 n\u0103ng truy c\u1eadp v\u00e0o nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u tr\u1ef1c tuy\u1ebfn. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 cung c\u1ea5p th\u00f4ng tin chi ti\u1ebft trong c\u00e1c b\u00e1o c\u00e1o linh ho\u1ea1t. N\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1edfi c\u00e1c nh\u00f3m kh\u00f4ng chuy\u00ean v\u1ec1 k\u1ef9 thu\u1eadt cao. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch d\u1eef li\u1ec7u s\u01a1 b\u1ed9 cho c\u00e1c ho\u1ea1t \u0111\u1ed9ng kinh doanh th\u00f4ng minh. C\u00f4ng c\u1ee5 n\u00e0y c\u0169ng c\u00f3 nhi\u1ec1u t\u00ednh n\u0103ng n\u00e2ng cao nh\u01b0ng ng\u01b0\u1eddi d\u00f9ng c\u1ea7n \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc khi c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u s\u1eed d\u1ee5ng ch\u00fang \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nAdsplus.vn<\/a><\/strong><\/p>\n\n\n\nC\u1ea3m \u01a1n b\u1ea1n \u0111\u00e3 xem b\u00e0i vi\u1ebft <\/em>n\u00e0y.<\/em><\/em> H\u00e3y c\u1eadp nh\u1eadt th\u00eam c\u00e1c b\u00e0i vi\u1ebft t\u1eeb Adsplus \u0111\u1ec3 bi\u1ebft th\u00eam nh\u1eefng th\u00f4ng tin m\u1edbi nh\u1ea5t.<\/em> V\u00e0 c\u00e1c Tips ch\u1ea1y qu\u1ea3ng c\u00e1o hi\u1ec7u qu\u1ea3.<\/em><\/p>\n\n\n\n\n- Tham kh\u1ea3o c\u00e1c kh\u00f3a h\u1ecdc Google Ads, Facebook Ads t\u1ea1i guru.edu.vn<\/a><\/strong><\/mark><\/li>\n\n\n\n
- Tham kh\u1ea3o c\u00e1c g\u00f3i setup t\u00e0i kho\u1ea3n qu\u1ea3ng c\u00e1o Google Ads, Facebook Ads t\u1ea1i 1ad.vn<\/a><\/strong><\/mark><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"
\u1ee8ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u gi\u00fap c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3, \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd gi\u1edbi thi\u1ec7u nh\u1eefng l\u1ee3i \u00edch c\u1ee7a AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u. \u0110\u1ed3ng th\u1eddi gi\u1edbi thi\u1ec7u c\u00e1c \u1ee9ng d\u1ee5ng ph\u1ed5 bi\u1ebfn c\u1ee7a AI trong l\u0129nh v\u1ef1c n\u00e0y. Xem th\u00eam: […]<\/p>\n","protected":false},"author":72,"featured_media":34999,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[1367,921],"tags":[1271,1402,184],"yoast_head":"\n
L\u1ee3i \u00edch khi \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u | Adsplus.vn<\/title>\n<meta name=\"description\" content=\"Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng ng\u00e0y c\u00e0ng r\u1ed9ng r\u00e3i trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u, mang l\u1ea1i nh\u1eefng l\u1ee3i \u00edch \u0111\u00e1ng k\u1ec3 cho c\u00e1c doanh nghi\u1ec7p.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/adsplus.vn\/blog\/ung-dung-ai-trong-phan-tich-du-lieu\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"L\u1ee3i \u00edch khi \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u | Adsplus.vn\" \/>\n<meta property=\"og:description\" content=\"Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang 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T\u1ef1 \u0111\u1ed9ng h\u00f3a<\/strong><\/h3>\n\n\n\nPh\u00e2n t\u00edch AI gi\u00fap t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c ph\u00e9p t\u00ednh th\u1ed1ng k\u00ea \u0111\u1ec3 theo d\u00f5i c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t ch\u00ednh (KPI) tr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng doanh nghi\u1ec7p. \u0110i\u1ec1u n\u00e0y t\u0103ng c\u01b0\u1eddng hi\u1ec7u qu\u1ea3 b\u1eb1ng c\u00e1ch gi\u1ea3m th\u1eddi gian cho c\u00e1c nhi\u1ec7m v\u1ee5 v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. T\u1eeb \u0111\u00f3 r\u00fat ra hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u v\u00e0 kh\u00e1ch h\u00e0ng. T\u00ednh n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a d\u1ef1a tr\u00ean h\u1ecdc m\u00e1y (ML) n\u00e0y gi\u00fap ti\u1ebft ki\u1ec7m th\u1eddi gian qu\u00fd b\u00e1u \u0111\u1ec3 t\u1eadp trung v\u00e0o vi\u1ec7c l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 chi\u1ebfn l\u01b0\u1ee3c. \u0110\u1ed3ng th\u1eddi gi\u1ea3m b\u1edbt kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c v\u00e0 c\u1ea3n tr\u1edf trong quy tr\u00ecnh l\u00e0m vi\u1ec7c.<\/p>\n\n\n\n
Kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng<\/strong><\/h3>\n\n\n\nPh\u00e2n t\u00edch AI gi\u00fap gi\u1ea3m b\u1edbt nh\u1eefng th\u00e1ch th\u1ee9c trong vi\u1ec7c m\u1edf r\u1ed9ng kinh doanh. B\u1eb1ng c\u00e1ch hi\u1ec7u qu\u1ea3 x\u1eed l\u00fd c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau \u0111\u1ec3 cung c\u1ea5p th\u00f4ng tin chuy\u00ean s\u00e2u theo th\u1eddi gian th\u1ef1c. \u0110i\u1ec1u m\u00e0 kh\u00f4ng th\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u01b0\u1ee3c v\u1edbi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng.<\/p>\n\n\n\n
Khi t\u00edch h\u1ee3p v\u1edbi ph\u1ea7n m\u1ec1m qu\u1ea3n l\u00fd quan h\u1ec7 kh\u00e1ch h\u00e0ng (CRM) v\u00e0 ph\u1ea7n m\u1ec1m kinh doanh th\u00f4ng minh c\u1ee7a c\u00f4ng ty. C\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 v\u1eady s\u1ebd t\u0103ng c\u01b0\u1eddng k\u1ebft qu\u1ea3 c\u1ee7a nh\u1eefng hi\u1ec3u bi\u1ebft \u0111\u01b0\u1ee3c nh\u1eafm m\u1ee5c ti\u00eau b\u1eb1ng c\u00e1ch tham chi\u1ebfu ch\u00e9o c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u. X\u00e1c \u0111\u1ecbnh c\u00e1c m\u1eabu trong h\u1ed3 s\u01a1 kh\u00e1ch h\u00e0ng v\u00e0 c\u00e1c m\u1eabu mua h\u00e0ng. Do \u0111\u00f3, mang l\u1ea1i c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n h\u01a1n v\u1ec1 kh\u00e1ch h\u00e0ng hi\u1ec7n t\u1ea1i v\u00e0 kh\u00e1ch h\u00e0ng ti\u1ec1m n\u0103ng c\u1ee7a b\u1ea1n.<\/p>\n\n\n\n
\u0110\u1ed9 ch\u00ednh x\u00e1c<\/strong><\/h3>\n\n\n\nK\u1ebft qu\u1ea3 t\u1eeb ph\u00e2n t\u00edch d\u1eef li\u1ec7u AI c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao h\u01a1n so v\u1edbi ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch d\u1eef li\u1ec7u th\u1ee7 c\u00f4ng. \u0110i\u1ec1u n\u00e0y l\u00e0 do \u00edt ph\u1ea1m vi x\u1ea3y ra l\u1ed7i, th\u00e0nh ki\u1ebfn ho\u1eb7c h\u1ea1n ch\u1ebf c\u1ee7a con ng\u01b0\u1eddi h\u01a1n. Ch\u1eb3ng h\u1ea1n nh\u01b0 lo\u1ea1i tr\u1eeb d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch ch\u1ee7 quan ho\u1eb7c trong qu\u00e1 tr\u00ecnh t\u00ednh to\u00e1n c\u00e1c s\u1ed1 li\u1ec7u ph\u1ee9c t\u1ea1p.<\/p>\n\n\n\n
C\u00f4ng c\u1ee5 \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/strong><\/h2>\n\n\n\nPower BI<\/strong><\/h3>\n\n\n\nPower BI l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 tr\u1ef1c quan h\u00f3a th\u00f4ng tin chi ti\u1ebft. N\u00f3 cung c\u1ea5p c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u. B\u1eb1ng c\u00e1ch t\u1ea1o ra bi\u1ec3u \u0111\u1ed3 t\u1eeb h\u00e0ng tri\u1ec7u \u0111i\u1ec3m d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau c\u00f3 \u0111\u1ed9 ph\u1ee9c t\u1ea1p kh\u00e1c nhau. \u0110\u1eb7c bi\u1ec7t h\u1eefu \u00edch n\u1ebfu b\u1ea1n c\u00f3 kinh nghi\u1ec7m s\u1eed d\u1ee5ng Microsoft Excel. V\u00ec c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng t\u1ea1o v\u00e0 ch\u1ec9nh s\u1eeda b\u00e1o c\u00e1o theo y\u00eau c\u1ea7u. Sau \u0111\u00f3 chia s\u1ebb ch\u00fang v\u1edbi c\u00e1c nh\u00f3m. \u0110\u1ec3 s\u1eed d\u1ee5ng hi\u1ec7u qu\u1ea3, b\u1ea1n c\u1ea7n ph\u1ea3i c\u00f3 ki\u1ebfn th\u1ee9c v\u1ec1 m\u00e3 h\u00f3a. V\u00ec b\u1ea1n s\u1ebd c\u1ea7n n\u00f3 \u0111\u1ec3 hi\u1ec3u c\u00e1c bi\u1ec3u th\u1ee9c ph\u00e2n t\u00edch d\u1eef li\u1ec7u (DAX) khi x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh d\u1eef li\u1ec7u v\u00e0 l\u00e0m vi\u1ec7c v\u1edbi m\u00e3 M \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nMonkeyLearn<\/strong><\/h3>\n\n\n\nMonkeyLearn l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch v\u0103n b\u1ea3n s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. N\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a ph\u1ea3n h\u1ed3i t\u1eeb kh\u00e1ch h\u00e0ng. Ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb c\u00e1c cu\u1ed9c kh\u1ea3o s\u00e1t \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh ch\u1ee7 \u0111\u1ec1 li\u00ean quan \u0111\u1ebfn \u0111\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau. T\u1eeb \u0111\u00f3 r\u00fat ra nh\u1eefng th\u00f4ng tin h\u1eefu \u00edch. M\u1eb7c d\u00f9 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 h\u1ed7 tr\u1ee3 qu\u1ea3n l\u00fd tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng. C\u00f4ng c\u1ee5 n\u00e0y kh\u00f4ng hi\u1ec7u qu\u1ea3 trong vi\u1ec7c x\u1eed l\u00fd s\u1ed1 l\u01b0\u1ee3ng l\u1edbn y\u00eau c\u1ea7u ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng. \u0110i\u1ec1u n\u00e0y g\u00e2y kh\u00f3 kh\u0103n cho vi\u1ec7c m\u1edf r\u1ed9ng quy m\u00f4 ho\u1eb7c t\u00edch h\u1ee3p v\u1edbi c\u00e1c nhu c\u1ea7u h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nTableau<\/strong><\/h3>\n\n\n\nTableau l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch v\u00e0 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u m\u00e0 b\u1ea1n s\u1eed d\u1ee5ng \u0111\u1ec3 hi\u1ec3u d\u1eef li\u1ec7u c\u1ee7a m\u00ecnh. Qua \u0111\u00f3 thu \u0111\u01b0\u1ee3c nh\u1eefng hi\u1ec3u bi\u1ebft c\u00f3 \u00fd ngh\u0129a v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u. C\u0169ng nh\u01b0 t\u1ea1o b\u00e1o c\u00e1o trong th\u1eddi gian th\u1ef1c. Tableau cung c\u1ea5p kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i m\u1ea1nh m\u1ebd v\u1edbi nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u kh\u00e1c nhau. N\u00f3 \u0111em l\u1ea1i c\u00e1i nh\u00ecn th\u1ed1ng nh\u1ea5t v\u1ec1 d\u1eef li\u1ec7u c\u0169ng nh\u01b0 th\u00f4ng tin chi ti\u1ebft c\u1ee7a b\u1ea1n. \u0110\u1ec3 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a ti\u1ec1m n\u0103ng c\u1ee7a n\u00f3, Tableau y\u00eau c\u1ea7u ng\u01b0\u1eddi d\u00f9ng \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o v\u1ec1 n\u1ec1n t\u1ea3ng n\u00e0y.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nSisense<\/strong><\/h3>\n\n\n\nSisense l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u1ee9ng d\u1ee5ng AI. N\u00f3 c\u00f3 kh\u1ea3 n\u0103ng truy c\u1eadp v\u00e0o nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u tr\u1ef1c tuy\u1ebfn. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 cung c\u1ea5p th\u00f4ng tin chi ti\u1ebft trong c\u00e1c b\u00e1o c\u00e1o linh ho\u1ea1t. N\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1edfi c\u00e1c nh\u00f3m kh\u00f4ng chuy\u00ean v\u1ec1 k\u1ef9 thu\u1eadt cao. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch d\u1eef li\u1ec7u s\u01a1 b\u1ed9 cho c\u00e1c ho\u1ea1t \u0111\u1ed9ng kinh doanh th\u00f4ng minh. C\u00f4ng c\u1ee5 n\u00e0y c\u0169ng c\u00f3 nhi\u1ec1u t\u00ednh n\u0103ng n\u00e2ng cao nh\u01b0ng ng\u01b0\u1eddi d\u00f9ng c\u1ea7n \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc khi c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u s\u1eed d\u1ee5ng ch\u00fang \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nAdsplus.vn<\/a><\/strong><\/p>\n\n\n\nC\u1ea3m \u01a1n b\u1ea1n \u0111\u00e3 xem b\u00e0i vi\u1ebft <\/em>n\u00e0y.<\/em><\/em> H\u00e3y c\u1eadp nh\u1eadt th\u00eam c\u00e1c b\u00e0i vi\u1ebft t\u1eeb Adsplus \u0111\u1ec3 bi\u1ebft th\u00eam nh\u1eefng th\u00f4ng tin m\u1edbi nh\u1ea5t.<\/em> V\u00e0 c\u00e1c Tips ch\u1ea1y qu\u1ea3ng c\u00e1o hi\u1ec7u qu\u1ea3.<\/em><\/p>\n\n\n\n\n- Tham kh\u1ea3o c\u00e1c kh\u00f3a h\u1ecdc Google Ads, Facebook Ads t\u1ea1i guru.edu.vn<\/a><\/strong><\/mark><\/li>\n\n\n\n
- Tham kh\u1ea3o c\u00e1c g\u00f3i setup t\u00e0i kho\u1ea3n qu\u1ea3ng c\u00e1o Google Ads, Facebook Ads t\u1ea1i 1ad.vn<\/a><\/strong><\/mark><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"
\u1ee8ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u gi\u00fap c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3, \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd gi\u1edbi thi\u1ec7u nh\u1eefng l\u1ee3i \u00edch c\u1ee7a AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u. \u0110\u1ed3ng th\u1eddi gi\u1edbi thi\u1ec7u c\u00e1c \u1ee9ng d\u1ee5ng ph\u1ed5 bi\u1ebfn c\u1ee7a AI trong l\u0129nh v\u1ef1c n\u00e0y. Xem th\u00eam: […]<\/p>\n","protected":false},"author":72,"featured_media":34999,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[1367,921],"tags":[1271,1402,184],"yoast_head":"\n
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nghi\u1ec7p.","breadcrumb":{"@id":"https:\/\/adsplus.vn\/blog\/ung-dung-ai-trong-phan-tich-du-lieu#breadcrumb"},"inLanguage":"vi","potentialAction":[{"@type":"ReadAction","target":["https:\/\/adsplus.vn\/blog\/ung-dung-ai-trong-phan-tich-du-lieu"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/adsplus.vn\/blog\/ung-dung-ai-trong-phan-tich-du-lieu#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/adsplus.vn\/blog\/"},{"@type":"ListItem","position":2,"name":"L\u1ee3i \u00edch khi \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u"}]},{"@type":"WebSite","@id":"https:\/\/adsplus.vn\/blog\/#website","url":"https:\/\/adsplus.vn\/blog\/","name":"Adsplus Blog","description":"K\u00eanh chia s\u1ebb ki\u1ebfn th\u1ee9c marketing online","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/adsplus.vn\/blog\/?s={search_term_string}"},"query-input":"required 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Ph\u00e2n t\u00edch AI gi\u00fap gi\u1ea3m b\u1edbt nh\u1eefng th\u00e1ch th\u1ee9c trong vi\u1ec7c m\u1edf r\u1ed9ng kinh doanh. B\u1eb1ng c\u00e1ch hi\u1ec7u qu\u1ea3 x\u1eed l\u00fd c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau \u0111\u1ec3 cung c\u1ea5p th\u00f4ng tin chuy\u00ean s\u00e2u theo th\u1eddi gian th\u1ef1c. \u0110i\u1ec1u m\u00e0 kh\u00f4ng th\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u01b0\u1ee3c v\u1edbi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng.<\/p>\n\n\n\n
Khi t\u00edch h\u1ee3p v\u1edbi ph\u1ea7n m\u1ec1m qu\u1ea3n l\u00fd quan h\u1ec7 kh\u00e1ch h\u00e0ng (CRM) v\u00e0 ph\u1ea7n m\u1ec1m kinh doanh th\u00f4ng minh c\u1ee7a c\u00f4ng ty. C\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 v\u1eady s\u1ebd t\u0103ng c\u01b0\u1eddng k\u1ebft qu\u1ea3 c\u1ee7a nh\u1eefng hi\u1ec3u bi\u1ebft \u0111\u01b0\u1ee3c nh\u1eafm m\u1ee5c ti\u00eau b\u1eb1ng c\u00e1ch tham chi\u1ebfu ch\u00e9o c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u. X\u00e1c \u0111\u1ecbnh c\u00e1c m\u1eabu trong h\u1ed3 s\u01a1 kh\u00e1ch h\u00e0ng v\u00e0 c\u00e1c m\u1eabu mua h\u00e0ng. Do \u0111\u00f3, mang l\u1ea1i c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n h\u01a1n v\u1ec1 kh\u00e1ch h\u00e0ng hi\u1ec7n t\u1ea1i v\u00e0 kh\u00e1ch h\u00e0ng ti\u1ec1m n\u0103ng c\u1ee7a b\u1ea1n.<\/p>\n\n\n\n
\u0110\u1ed9 ch\u00ednh x\u00e1c<\/strong><\/h3>\n\n\n\nK\u1ebft qu\u1ea3 t\u1eeb ph\u00e2n t\u00edch d\u1eef li\u1ec7u AI c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao h\u01a1n so v\u1edbi ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch d\u1eef li\u1ec7u th\u1ee7 c\u00f4ng. \u0110i\u1ec1u n\u00e0y l\u00e0 do \u00edt ph\u1ea1m vi x\u1ea3y ra l\u1ed7i, th\u00e0nh ki\u1ebfn ho\u1eb7c h\u1ea1n ch\u1ebf c\u1ee7a con ng\u01b0\u1eddi h\u01a1n. Ch\u1eb3ng h\u1ea1n nh\u01b0 lo\u1ea1i tr\u1eeb d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch ch\u1ee7 quan ho\u1eb7c trong qu\u00e1 tr\u00ecnh t\u00ednh to\u00e1n c\u00e1c s\u1ed1 li\u1ec7u ph\u1ee9c t\u1ea1p.<\/p>\n\n\n\n
C\u00f4ng c\u1ee5 \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/strong><\/h2>\n\n\n\nPower BI<\/strong><\/h3>\n\n\n\nPower BI l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 tr\u1ef1c quan h\u00f3a th\u00f4ng tin chi ti\u1ebft. N\u00f3 cung c\u1ea5p c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u. B\u1eb1ng c\u00e1ch t\u1ea1o ra bi\u1ec3u \u0111\u1ed3 t\u1eeb h\u00e0ng tri\u1ec7u \u0111i\u1ec3m d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau c\u00f3 \u0111\u1ed9 ph\u1ee9c t\u1ea1p kh\u00e1c nhau. \u0110\u1eb7c bi\u1ec7t h\u1eefu \u00edch n\u1ebfu b\u1ea1n c\u00f3 kinh nghi\u1ec7m s\u1eed d\u1ee5ng Microsoft Excel. V\u00ec c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng t\u1ea1o v\u00e0 ch\u1ec9nh s\u1eeda b\u00e1o c\u00e1o theo y\u00eau c\u1ea7u. Sau \u0111\u00f3 chia s\u1ebb ch\u00fang v\u1edbi c\u00e1c nh\u00f3m. \u0110\u1ec3 s\u1eed d\u1ee5ng hi\u1ec7u qu\u1ea3, b\u1ea1n c\u1ea7n ph\u1ea3i c\u00f3 ki\u1ebfn th\u1ee9c v\u1ec1 m\u00e3 h\u00f3a. V\u00ec b\u1ea1n s\u1ebd c\u1ea7n n\u00f3 \u0111\u1ec3 hi\u1ec3u c\u00e1c bi\u1ec3u th\u1ee9c ph\u00e2n t\u00edch d\u1eef li\u1ec7u (DAX) khi x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh d\u1eef li\u1ec7u v\u00e0 l\u00e0m vi\u1ec7c v\u1edbi m\u00e3 M \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nMonkeyLearn<\/strong><\/h3>\n\n\n\nMonkeyLearn l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch v\u0103n b\u1ea3n s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. N\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a ph\u1ea3n h\u1ed3i t\u1eeb kh\u00e1ch h\u00e0ng. Ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb c\u00e1c cu\u1ed9c kh\u1ea3o s\u00e1t \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh ch\u1ee7 \u0111\u1ec1 li\u00ean quan \u0111\u1ebfn \u0111\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau. T\u1eeb \u0111\u00f3 r\u00fat ra nh\u1eefng th\u00f4ng tin h\u1eefu \u00edch. M\u1eb7c d\u00f9 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 h\u1ed7 tr\u1ee3 qu\u1ea3n l\u00fd tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng. C\u00f4ng c\u1ee5 n\u00e0y kh\u00f4ng hi\u1ec7u qu\u1ea3 trong vi\u1ec7c x\u1eed l\u00fd s\u1ed1 l\u01b0\u1ee3ng l\u1edbn y\u00eau c\u1ea7u ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng. \u0110i\u1ec1u n\u00e0y g\u00e2y kh\u00f3 kh\u0103n cho vi\u1ec7c m\u1edf r\u1ed9ng quy m\u00f4 ho\u1eb7c t\u00edch h\u1ee3p v\u1edbi c\u00e1c nhu c\u1ea7u h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nTableau<\/strong><\/h3>\n\n\n\nTableau l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch v\u00e0 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u m\u00e0 b\u1ea1n s\u1eed d\u1ee5ng \u0111\u1ec3 hi\u1ec3u d\u1eef li\u1ec7u c\u1ee7a m\u00ecnh. Qua \u0111\u00f3 thu \u0111\u01b0\u1ee3c nh\u1eefng hi\u1ec3u bi\u1ebft c\u00f3 \u00fd ngh\u0129a v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u. C\u0169ng nh\u01b0 t\u1ea1o b\u00e1o c\u00e1o trong th\u1eddi gian th\u1ef1c. Tableau cung c\u1ea5p kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i m\u1ea1nh m\u1ebd v\u1edbi nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u kh\u00e1c nhau. N\u00f3 \u0111em l\u1ea1i c\u00e1i nh\u00ecn th\u1ed1ng nh\u1ea5t v\u1ec1 d\u1eef li\u1ec7u c\u0169ng nh\u01b0 th\u00f4ng tin chi ti\u1ebft c\u1ee7a b\u1ea1n. \u0110\u1ec3 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a ti\u1ec1m n\u0103ng c\u1ee7a n\u00f3, Tableau y\u00eau c\u1ea7u ng\u01b0\u1eddi d\u00f9ng \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o v\u1ec1 n\u1ec1n t\u1ea3ng n\u00e0y.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nSisense<\/strong><\/h3>\n\n\n\nSisense l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u1ee9ng d\u1ee5ng AI. N\u00f3 c\u00f3 kh\u1ea3 n\u0103ng truy c\u1eadp v\u00e0o nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u tr\u1ef1c tuy\u1ebfn. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 cung c\u1ea5p th\u00f4ng tin chi ti\u1ebft trong c\u00e1c b\u00e1o c\u00e1o linh ho\u1ea1t. N\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1edfi c\u00e1c nh\u00f3m kh\u00f4ng chuy\u00ean v\u1ec1 k\u1ef9 thu\u1eadt cao. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch d\u1eef li\u1ec7u s\u01a1 b\u1ed9 cho c\u00e1c ho\u1ea1t \u0111\u1ed9ng kinh doanh th\u00f4ng minh. C\u00f4ng c\u1ee5 n\u00e0y c\u0169ng c\u00f3 nhi\u1ec1u t\u00ednh n\u0103ng n\u00e2ng cao nh\u01b0ng ng\u01b0\u1eddi d\u00f9ng c\u1ea7n \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc khi c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u s\u1eed d\u1ee5ng ch\u00fang \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nAdsplus.vn<\/a><\/strong><\/p>\n\n\n\nC\u1ea3m \u01a1n b\u1ea1n \u0111\u00e3 xem b\u00e0i vi\u1ebft <\/em>n\u00e0y.<\/em><\/em> H\u00e3y c\u1eadp nh\u1eadt th\u00eam c\u00e1c b\u00e0i vi\u1ebft t\u1eeb Adsplus \u0111\u1ec3 bi\u1ebft th\u00eam nh\u1eefng th\u00f4ng tin m\u1edbi nh\u1ea5t.<\/em> V\u00e0 c\u00e1c Tips ch\u1ea1y qu\u1ea3ng c\u00e1o hi\u1ec7u qu\u1ea3.<\/em><\/p>\n\n\n\n\n- Tham kh\u1ea3o c\u00e1c kh\u00f3a h\u1ecdc Google Ads, Facebook Ads t\u1ea1i guru.edu.vn<\/a><\/strong><\/mark><\/li>\n\n\n\n
- Tham kh\u1ea3o c\u00e1c g\u00f3i setup t\u00e0i kho\u1ea3n qu\u1ea3ng c\u00e1o Google Ads, Facebook Ads t\u1ea1i 1ad.vn<\/a><\/strong><\/mark><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"
\u1ee8ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u gi\u00fap c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3, \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd gi\u1edbi thi\u1ec7u nh\u1eefng l\u1ee3i \u00edch c\u1ee7a AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u. \u0110\u1ed3ng th\u1eddi gi\u1edbi thi\u1ec7u c\u00e1c \u1ee9ng d\u1ee5ng ph\u1ed5 bi\u1ebfn c\u1ee7a AI trong l\u0129nh v\u1ef1c n\u00e0y. Xem th\u00eam: […]<\/p>\n","protected":false},"author":72,"featured_media":34999,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[1367,921],"tags":[1271,1402,184],"yoast_head":"\n
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Power BI<\/strong><\/h3>\n\n\n\nPower BI l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 tr\u1ef1c quan h\u00f3a th\u00f4ng tin chi ti\u1ebft. N\u00f3 cung c\u1ea5p c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u. B\u1eb1ng c\u00e1ch t\u1ea1o ra bi\u1ec3u \u0111\u1ed3 t\u1eeb h\u00e0ng tri\u1ec7u \u0111i\u1ec3m d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau c\u00f3 \u0111\u1ed9 ph\u1ee9c t\u1ea1p kh\u00e1c nhau. \u0110\u1eb7c bi\u1ec7t h\u1eefu \u00edch n\u1ebfu b\u1ea1n c\u00f3 kinh nghi\u1ec7m s\u1eed d\u1ee5ng Microsoft Excel. V\u00ec c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng t\u1ea1o v\u00e0 ch\u1ec9nh s\u1eeda b\u00e1o c\u00e1o theo y\u00eau c\u1ea7u. Sau \u0111\u00f3 chia s\u1ebb ch\u00fang v\u1edbi c\u00e1c nh\u00f3m. \u0110\u1ec3 s\u1eed d\u1ee5ng hi\u1ec7u qu\u1ea3, b\u1ea1n c\u1ea7n ph\u1ea3i c\u00f3 ki\u1ebfn th\u1ee9c v\u1ec1 m\u00e3 h\u00f3a. V\u00ec b\u1ea1n s\u1ebd c\u1ea7n n\u00f3 \u0111\u1ec3 hi\u1ec3u c\u00e1c bi\u1ec3u th\u1ee9c ph\u00e2n t\u00edch d\u1eef li\u1ec7u (DAX) khi x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh d\u1eef li\u1ec7u v\u00e0 l\u00e0m vi\u1ec7c v\u1edbi m\u00e3 M \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nMonkeyLearn<\/strong><\/h3>\n\n\n\nMonkeyLearn l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch v\u0103n b\u1ea3n s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. N\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a ph\u1ea3n h\u1ed3i t\u1eeb kh\u00e1ch h\u00e0ng. Ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb c\u00e1c cu\u1ed9c kh\u1ea3o s\u00e1t \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh ch\u1ee7 \u0111\u1ec1 li\u00ean quan \u0111\u1ebfn \u0111\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau. T\u1eeb \u0111\u00f3 r\u00fat ra nh\u1eefng th\u00f4ng tin h\u1eefu \u00edch. M\u1eb7c d\u00f9 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 h\u1ed7 tr\u1ee3 qu\u1ea3n l\u00fd tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng. C\u00f4ng c\u1ee5 n\u00e0y kh\u00f4ng hi\u1ec7u qu\u1ea3 trong vi\u1ec7c x\u1eed l\u00fd s\u1ed1 l\u01b0\u1ee3ng l\u1edbn y\u00eau c\u1ea7u ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng. \u0110i\u1ec1u n\u00e0y g\u00e2y kh\u00f3 kh\u0103n cho vi\u1ec7c m\u1edf r\u1ed9ng quy m\u00f4 ho\u1eb7c t\u00edch h\u1ee3p v\u1edbi c\u00e1c nhu c\u1ea7u h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nTableau<\/strong><\/h3>\n\n\n\nTableau l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch v\u00e0 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u m\u00e0 b\u1ea1n s\u1eed d\u1ee5ng \u0111\u1ec3 hi\u1ec3u d\u1eef li\u1ec7u c\u1ee7a m\u00ecnh. Qua \u0111\u00f3 thu \u0111\u01b0\u1ee3c nh\u1eefng hi\u1ec3u bi\u1ebft c\u00f3 \u00fd ngh\u0129a v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u. C\u0169ng nh\u01b0 t\u1ea1o b\u00e1o c\u00e1o trong th\u1eddi gian th\u1ef1c. Tableau cung c\u1ea5p kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i m\u1ea1nh m\u1ebd v\u1edbi nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u kh\u00e1c nhau. N\u00f3 \u0111em l\u1ea1i c\u00e1i nh\u00ecn th\u1ed1ng nh\u1ea5t v\u1ec1 d\u1eef li\u1ec7u c\u0169ng nh\u01b0 th\u00f4ng tin chi ti\u1ebft c\u1ee7a b\u1ea1n. \u0110\u1ec3 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a ti\u1ec1m n\u0103ng c\u1ee7a n\u00f3, Tableau y\u00eau c\u1ea7u ng\u01b0\u1eddi d\u00f9ng \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o v\u1ec1 n\u1ec1n t\u1ea3ng n\u00e0y.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nSisense<\/strong><\/h3>\n\n\n\nSisense l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u1ee9ng d\u1ee5ng AI. N\u00f3 c\u00f3 kh\u1ea3 n\u0103ng truy c\u1eadp v\u00e0o nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u tr\u1ef1c tuy\u1ebfn. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 cung c\u1ea5p th\u00f4ng tin chi ti\u1ebft trong c\u00e1c b\u00e1o c\u00e1o linh ho\u1ea1t. N\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1edfi c\u00e1c nh\u00f3m kh\u00f4ng chuy\u00ean v\u1ec1 k\u1ef9 thu\u1eadt cao. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch d\u1eef li\u1ec7u s\u01a1 b\u1ed9 cho c\u00e1c ho\u1ea1t \u0111\u1ed9ng kinh doanh th\u00f4ng minh. C\u00f4ng c\u1ee5 n\u00e0y c\u0169ng c\u00f3 nhi\u1ec1u t\u00ednh n\u0103ng n\u00e2ng cao nh\u01b0ng ng\u01b0\u1eddi d\u00f9ng c\u1ea7n \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc khi c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u s\u1eed d\u1ee5ng ch\u00fang \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nAdsplus.vn<\/a><\/strong><\/p>\n\n\n\nC\u1ea3m \u01a1n b\u1ea1n \u0111\u00e3 xem b\u00e0i vi\u1ebft <\/em>n\u00e0y.<\/em><\/em> H\u00e3y c\u1eadp nh\u1eadt th\u00eam c\u00e1c b\u00e0i vi\u1ebft t\u1eeb Adsplus \u0111\u1ec3 bi\u1ebft th\u00eam nh\u1eefng th\u00f4ng tin m\u1edbi nh\u1ea5t.<\/em> V\u00e0 c\u00e1c Tips ch\u1ea1y qu\u1ea3ng c\u00e1o hi\u1ec7u qu\u1ea3.<\/em><\/p>\n\n\n\n\n- Tham kh\u1ea3o c\u00e1c kh\u00f3a h\u1ecdc Google Ads, Facebook Ads t\u1ea1i guru.edu.vn<\/a><\/strong><\/mark><\/li>\n\n\n\n
- Tham kh\u1ea3o c\u00e1c g\u00f3i setup t\u00e0i kho\u1ea3n qu\u1ea3ng c\u00e1o Google Ads, Facebook Ads t\u1ea1i 1ad.vn<\/a><\/strong><\/mark><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"
\u1ee8ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u gi\u00fap c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3, \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd gi\u1edbi thi\u1ec7u nh\u1eefng l\u1ee3i \u00edch c\u1ee7a AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u. \u0110\u1ed3ng th\u1eddi gi\u1edbi thi\u1ec7u c\u00e1c \u1ee9ng d\u1ee5ng ph\u1ed5 bi\u1ebfn c\u1ee7a AI trong l\u0129nh v\u1ef1c n\u00e0y. Xem th\u00eam: […]<\/p>\n","protected":false},"author":72,"featured_media":34999,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[1367,921],"tags":[1271,1402,184],"yoast_head":"\n
L\u1ee3i \u00edch khi \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u | Adsplus.vn<\/title>\n<meta name=\"description\" content=\"Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng ng\u00e0y c\u00e0ng r\u1ed9ng r\u00e3i trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u, mang l\u1ea1i nh\u1eefng l\u1ee3i \u00edch \u0111\u00e1ng k\u1ec3 cho c\u00e1c doanh nghi\u1ec7p.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/adsplus.vn\/blog\/ung-dung-ai-trong-phan-tich-du-lieu\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"L\u1ee3i \u00edch khi \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u | Adsplus.vn\" \/>\n<meta property=\"og:description\" content=\"Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang 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<\/figure><\/div>\n\n\nMonkeyLearn<\/strong><\/h3>\n\n\n\nMonkeyLearn l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch v\u0103n b\u1ea3n s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. N\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a ph\u1ea3n h\u1ed3i t\u1eeb kh\u00e1ch h\u00e0ng. Ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb c\u00e1c cu\u1ed9c kh\u1ea3o s\u00e1t \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh ch\u1ee7 \u0111\u1ec1 li\u00ean quan \u0111\u1ebfn \u0111\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau. T\u1eeb \u0111\u00f3 r\u00fat ra nh\u1eefng th\u00f4ng tin h\u1eefu \u00edch. M\u1eb7c d\u00f9 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 h\u1ed7 tr\u1ee3 qu\u1ea3n l\u00fd tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng. C\u00f4ng c\u1ee5 n\u00e0y kh\u00f4ng hi\u1ec7u qu\u1ea3 trong vi\u1ec7c x\u1eed l\u00fd s\u1ed1 l\u01b0\u1ee3ng l\u1edbn y\u00eau c\u1ea7u ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng. \u0110i\u1ec1u n\u00e0y g\u00e2y kh\u00f3 kh\u0103n cho vi\u1ec7c m\u1edf r\u1ed9ng quy m\u00f4 ho\u1eb7c t\u00edch h\u1ee3p v\u1edbi c\u00e1c nhu c\u1ea7u h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nTableau<\/strong><\/h3>\n\n\n\nTableau l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch v\u00e0 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u m\u00e0 b\u1ea1n s\u1eed d\u1ee5ng \u0111\u1ec3 hi\u1ec3u d\u1eef li\u1ec7u c\u1ee7a m\u00ecnh. Qua \u0111\u00f3 thu \u0111\u01b0\u1ee3c nh\u1eefng hi\u1ec3u bi\u1ebft c\u00f3 \u00fd ngh\u0129a v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u. C\u0169ng nh\u01b0 t\u1ea1o b\u00e1o c\u00e1o trong th\u1eddi gian th\u1ef1c. Tableau cung c\u1ea5p kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i m\u1ea1nh m\u1ebd v\u1edbi nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u kh\u00e1c nhau. N\u00f3 \u0111em l\u1ea1i c\u00e1i nh\u00ecn th\u1ed1ng nh\u1ea5t v\u1ec1 d\u1eef li\u1ec7u c\u0169ng nh\u01b0 th\u00f4ng tin chi ti\u1ebft c\u1ee7a b\u1ea1n. \u0110\u1ec3 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a ti\u1ec1m n\u0103ng c\u1ee7a n\u00f3, Tableau y\u00eau c\u1ea7u ng\u01b0\u1eddi d\u00f9ng \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o v\u1ec1 n\u1ec1n t\u1ea3ng n\u00e0y.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nSisense<\/strong><\/h3>\n\n\n\nSisense l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u1ee9ng d\u1ee5ng AI. N\u00f3 c\u00f3 kh\u1ea3 n\u0103ng truy c\u1eadp v\u00e0o nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u tr\u1ef1c tuy\u1ebfn. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 cung c\u1ea5p th\u00f4ng tin chi ti\u1ebft trong c\u00e1c b\u00e1o c\u00e1o linh ho\u1ea1t. N\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1edfi c\u00e1c nh\u00f3m kh\u00f4ng chuy\u00ean v\u1ec1 k\u1ef9 thu\u1eadt cao. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch d\u1eef li\u1ec7u s\u01a1 b\u1ed9 cho c\u00e1c ho\u1ea1t \u0111\u1ed9ng kinh doanh th\u00f4ng minh. C\u00f4ng c\u1ee5 n\u00e0y c\u0169ng c\u00f3 nhi\u1ec1u t\u00ednh n\u0103ng n\u00e2ng cao nh\u01b0ng ng\u01b0\u1eddi d\u00f9ng c\u1ea7n \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc khi c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u s\u1eed d\u1ee5ng ch\u00fang \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nAdsplus.vn<\/a><\/strong><\/p>\n\n\n\nC\u1ea3m \u01a1n b\u1ea1n \u0111\u00e3 xem b\u00e0i vi\u1ebft <\/em>n\u00e0y.<\/em><\/em> H\u00e3y c\u1eadp nh\u1eadt th\u00eam c\u00e1c b\u00e0i vi\u1ebft t\u1eeb Adsplus \u0111\u1ec3 bi\u1ebft th\u00eam nh\u1eefng th\u00f4ng tin m\u1edbi nh\u1ea5t.<\/em> V\u00e0 c\u00e1c Tips ch\u1ea1y qu\u1ea3ng c\u00e1o hi\u1ec7u qu\u1ea3.<\/em><\/p>\n\n\n\n\n- Tham kh\u1ea3o c\u00e1c kh\u00f3a h\u1ecdc Google Ads, Facebook Ads t\u1ea1i guru.edu.vn<\/a><\/strong><\/mark><\/li>\n\n\n\n
- Tham kh\u1ea3o c\u00e1c g\u00f3i setup t\u00e0i kho\u1ea3n qu\u1ea3ng c\u00e1o Google Ads, Facebook Ads t\u1ea1i 1ad.vn<\/a><\/strong><\/mark><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"
\u1ee8ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u gi\u00fap c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3, \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd gi\u1edbi thi\u1ec7u nh\u1eefng l\u1ee3i \u00edch c\u1ee7a AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u. \u0110\u1ed3ng th\u1eddi gi\u1edbi thi\u1ec7u c\u00e1c \u1ee9ng d\u1ee5ng ph\u1ed5 bi\u1ebfn c\u1ee7a AI trong l\u0129nh v\u1ef1c n\u00e0y. Xem th\u00eam: […]<\/p>\n","protected":false},"author":72,"featured_media":34999,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[1367,921],"tags":[1271,1402,184],"yoast_head":"\n
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<\/figure><\/div>\n\n\nTableau<\/strong><\/h3>\n\n\n\nTableau l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch v\u00e0 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u m\u00e0 b\u1ea1n s\u1eed d\u1ee5ng \u0111\u1ec3 hi\u1ec3u d\u1eef li\u1ec7u c\u1ee7a m\u00ecnh. Qua \u0111\u00f3 thu \u0111\u01b0\u1ee3c nh\u1eefng hi\u1ec3u bi\u1ebft c\u00f3 \u00fd ngh\u0129a v\u1ec1 th\u01b0\u01a1ng hi\u1ec7u. C\u0169ng nh\u01b0 t\u1ea1o b\u00e1o c\u00e1o trong th\u1eddi gian th\u1ef1c. Tableau cung c\u1ea5p kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i m\u1ea1nh m\u1ebd v\u1edbi nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u kh\u00e1c nhau. N\u00f3 \u0111em l\u1ea1i c\u00e1i nh\u00ecn th\u1ed1ng nh\u1ea5t v\u1ec1 d\u1eef li\u1ec7u c\u0169ng nh\u01b0 th\u00f4ng tin chi ti\u1ebft c\u1ee7a b\u1ea1n. \u0110\u1ec3 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a ti\u1ec1m n\u0103ng c\u1ee7a n\u00f3, Tableau y\u00eau c\u1ea7u ng\u01b0\u1eddi d\u00f9ng \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o v\u1ec1 n\u1ec1n t\u1ea3ng n\u00e0y.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nSisense<\/strong><\/h3>\n\n\n\nSisense l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u1ee9ng d\u1ee5ng AI. N\u00f3 c\u00f3 kh\u1ea3 n\u0103ng truy c\u1eadp v\u00e0o nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u tr\u1ef1c tuy\u1ebfn. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 cung c\u1ea5p th\u00f4ng tin chi ti\u1ebft trong c\u00e1c b\u00e1o c\u00e1o linh ho\u1ea1t. N\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1edfi c\u00e1c nh\u00f3m kh\u00f4ng chuy\u00ean v\u1ec1 k\u1ef9 thu\u1eadt cao. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch d\u1eef li\u1ec7u s\u01a1 b\u1ed9 cho c\u00e1c ho\u1ea1t \u0111\u1ed9ng kinh doanh th\u00f4ng minh. C\u00f4ng c\u1ee5 n\u00e0y c\u0169ng c\u00f3 nhi\u1ec1u t\u00ednh n\u0103ng n\u00e2ng cao nh\u01b0ng ng\u01b0\u1eddi d\u00f9ng c\u1ea7n \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc khi c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u s\u1eed d\u1ee5ng ch\u00fang \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nAdsplus.vn<\/a><\/strong><\/p>\n\n\n\nC\u1ea3m \u01a1n b\u1ea1n \u0111\u00e3 xem b\u00e0i vi\u1ebft <\/em>n\u00e0y.<\/em><\/em> H\u00e3y c\u1eadp nh\u1eadt th\u00eam c\u00e1c b\u00e0i vi\u1ebft t\u1eeb Adsplus \u0111\u1ec3 bi\u1ebft th\u00eam nh\u1eefng th\u00f4ng tin m\u1edbi nh\u1ea5t.<\/em> V\u00e0 c\u00e1c Tips ch\u1ea1y qu\u1ea3ng c\u00e1o hi\u1ec7u qu\u1ea3.<\/em><\/p>\n\n\n\n\n- Tham kh\u1ea3o c\u00e1c kh\u00f3a h\u1ecdc Google Ads, Facebook Ads t\u1ea1i guru.edu.vn<\/a><\/strong><\/mark><\/li>\n\n\n\n
- Tham kh\u1ea3o c\u00e1c g\u00f3i setup t\u00e0i kho\u1ea3n qu\u1ea3ng c\u00e1o Google Ads, Facebook Ads t\u1ea1i 1ad.vn<\/a><\/strong><\/mark><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"
\u1ee8ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u gi\u00fap c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3, \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd gi\u1edbi thi\u1ec7u nh\u1eefng l\u1ee3i \u00edch c\u1ee7a AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u. \u0110\u1ed3ng th\u1eddi gi\u1edbi thi\u1ec7u c\u00e1c \u1ee9ng d\u1ee5ng ph\u1ed5 bi\u1ebfn c\u1ee7a AI trong l\u0129nh v\u1ef1c n\u00e0y. Xem th\u00eam: […]<\/p>\n","protected":false},"author":72,"featured_media":34999,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[1367,921],"tags":[1271,1402,184],"yoast_head":"\n
L\u1ee3i \u00edch khi \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u | Adsplus.vn<\/title>\n<meta name=\"description\" content=\"Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng ng\u00e0y c\u00e0ng r\u1ed9ng r\u00e3i trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u, mang l\u1ea1i nh\u1eefng l\u1ee3i \u00edch \u0111\u00e1ng k\u1ec3 cho c\u00e1c doanh nghi\u1ec7p.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/adsplus.vn\/blog\/ung-dung-ai-trong-phan-tich-du-lieu\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"L\u1ee3i \u00edch khi \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u | Adsplus.vn\" \/>\n<meta property=\"og:description\" content=\"Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang 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<\/figure><\/div>\n\n\nSisense<\/strong><\/h3>\n\n\n\nSisense l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u1ee9ng d\u1ee5ng AI. N\u00f3 c\u00f3 kh\u1ea3 n\u0103ng truy c\u1eadp v\u00e0o nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u tr\u1ef1c tuy\u1ebfn. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 cung c\u1ea5p th\u00f4ng tin chi ti\u1ebft trong c\u00e1c b\u00e1o c\u00e1o linh ho\u1ea1t. N\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1edfi c\u00e1c nh\u00f3m kh\u00f4ng chuy\u00ean v\u1ec1 k\u1ef9 thu\u1eadt cao. \u0110i\u1ec1u n\u00e0y \u0111\u1ec3 th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch d\u1eef li\u1ec7u s\u01a1 b\u1ed9 cho c\u00e1c ho\u1ea1t \u0111\u1ed9ng kinh doanh th\u00f4ng minh. C\u00f4ng c\u1ee5 n\u00e0y c\u0169ng c\u00f3 nhi\u1ec1u t\u00ednh n\u0103ng n\u00e2ng cao nh\u01b0ng ng\u01b0\u1eddi d\u00f9ng c\u1ea7n \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc khi c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u s\u1eed d\u1ee5ng ch\u00fang \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n.<\/p>\n\n\n
\n<\/figure><\/div>\n\n\nAdsplus.vn<\/a><\/strong><\/p>\n\n\n\nC\u1ea3m \u01a1n b\u1ea1n \u0111\u00e3 xem b\u00e0i vi\u1ebft <\/em>n\u00e0y.<\/em><\/em> H\u00e3y c\u1eadp nh\u1eadt th\u00eam c\u00e1c b\u00e0i vi\u1ebft t\u1eeb Adsplus \u0111\u1ec3 bi\u1ebft th\u00eam nh\u1eefng th\u00f4ng tin m\u1edbi nh\u1ea5t.<\/em> V\u00e0 c\u00e1c Tips ch\u1ea1y qu\u1ea3ng c\u00e1o hi\u1ec7u qu\u1ea3.<\/em><\/p>\n\n\n\n\n- Tham kh\u1ea3o c\u00e1c kh\u00f3a h\u1ecdc Google Ads, Facebook Ads t\u1ea1i guru.edu.vn<\/a><\/strong><\/mark><\/li>\n\n\n\n
- Tham kh\u1ea3o c\u00e1c g\u00f3i setup t\u00e0i kho\u1ea3n qu\u1ea3ng c\u00e1o Google Ads, Facebook Ads t\u1ea1i 1ad.vn<\/a><\/strong><\/mark><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"
\u1ee8ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u gi\u00fap c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3, \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd gi\u1edbi thi\u1ec7u nh\u1eefng l\u1ee3i \u00edch c\u1ee7a AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u. \u0110\u1ed3ng th\u1eddi gi\u1edbi thi\u1ec7u c\u00e1c \u1ee9ng d\u1ee5ng ph\u1ed5 bi\u1ebfn c\u1ee7a AI trong l\u0129nh v\u1ef1c n\u00e0y. Xem th\u00eam: […]<\/p>\n","protected":false},"author":72,"featured_media":34999,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[1367,921],"tags":[1271,1402,184],"yoast_head":"\n
L\u1ee3i \u00edch khi \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u | Adsplus.vn<\/title>\n<meta name=\"description\" content=\"Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng ng\u00e0y c\u00e0ng r\u1ed9ng r\u00e3i trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u, mang l\u1ea1i nh\u1eefng l\u1ee3i \u00edch \u0111\u00e1ng k\u1ec3 cho c\u00e1c doanh nghi\u1ec7p.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/adsplus.vn\/blog\/ung-dung-ai-trong-phan-tich-du-lieu\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"L\u1ee3i \u00edch khi \u1ee9ng d\u1ee5ng AI trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u | Adsplus.vn\" \/>\n<meta property=\"og:description\" content=\"Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang 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