{"id":8674,"date":"2023-02-12T09:11:12","date_gmt":"2023-02-12T02:11:12","guid":{"rendered":"https:\/\/bap-software.net\/?post_type=knowledge&p=8674"},"modified":"2024-03-29T14:20:48","modified_gmt":"2024-03-29T07:20:48","slug":"what-is-big-data-analytics","status":"publish","type":"knowledge","link":"https:\/\/bap-software.net\/vi\/knowledge\/what-is-big-data-analytics\/","title":{"rendered":"Big Data Analytics l\u00e0 g\u00ec? T\u1ea1i sao n\u00f3 l\u1ea1i quan tr\u1ecdng?\u00a0"},"content":{"rendered":"

Big Data l\u00e0 m\u1ed9t trong nh\u1eefng t\u1eeb ph\u1ed5 bi\u1ebfn nh\u1ea5t trong ng\u00e0nh CNTT hi\u1ec7n nay. Trong th\u1eddi \u0111\u1ea1i k\u1ef7 nguy\u00ean s\u1ed1, Big Data ch\u00ednh l\u00e0 t\u00e0i s\u1ea3n to l\u1edbn m\u00e0 m\u1ed9t doanh nghi\u1ec7p c\u00f3 th\u1ec3 s\u1edf h\u1eefu. Nh\u01b0ng d\u1eef li\u1ec7u n\u00e0y kh\u00f4ng th\u1ec3 \u0111\u01b0\u1ee3c x\u1eed l\u00fd, l\u01b0u tr\u1eef v\u00e0 ph\u00e2n t\u00edch b\u1eb1ng c\u00e1c c\u00f4ng c\u1ee5 truy\u1ec1n th\u1ed1ng. V\u00ec v\u1eady, \u1edf b\u00e0i vi\u1ebft n\u00e0y, h\u00e3y c\u00f9ng t\u00ecm hi\u1ec3u v\u1ec1 Big Data Analytics l\u00e0 g\u00ec v\u00e0 t\u1ea1i sao n\u00f3 l\u1ea1i quan tr\u1ecdng.<\/p>\n

I. Big Data Analytics l\u00e0 g\u00ec?<\/h2>\n

Big Data Analytics (Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn) l\u00e0 vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c k\u1ef9 thu\u1eadt ph\u00e2n t\u00edch n\u00e2ng cao \u0111\u1ed1i v\u1edbi c\u00e1c t\u1eadp d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 bao g\u1ed3m d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac, b\u00e1n c\u1ea5u tr\u00fac v\u00e0 phi c\u1ea5u tr\u00fac, t\u1eeb c\u00e1c ngu\u1ed3n kh\u00e1c nhau v\u00e0 \u1edf c\u00e1c k\u00edch th\u01b0\u1edbc kh\u00e1c nhau t\u1eeb terabyte \u0111\u1ebfn zettabyte.<\/p>\n

C\u1ee5 th\u1ec3, ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn \u0111\u1ec1 c\u1eadp \u0111\u1ebfn c\u00e1c ph\u01b0\u01a1ng ph\u00e1p, c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 thu th\u1eadp, x\u1eed l\u00fd v\u00e0 r\u00fat ra th\u00f4ng tin chuy\u00ean s\u00e2u t\u1eeb c\u00e1c t\u1eadp d\u1eef li\u1ec7u. Ch\u1eb3ng h\u1ea1n nh\u01b0 th\u00f4ng tin v\u1ec1 xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng, s\u1edf th\u00edch c\u1ee7a kh\u00e1ch h\u00e0ng,…<\/p>\n

\"what

Big Data Analytics gi\u00fap x\u1eed l\u00fd m\u1ed9t l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u v\u00e0 cung c\u1ea5p nh\u1eefng th\u00f4ng tin c\u00f3 gi\u00e1 tr\u1ecb – H\u00ecnh \u1ea3nh: educba.com<\/p><\/div>\n

II. T\u1ea7m quan tr\u1ecdng c\u1ee7a ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn<\/h2>\n

Ng\u00e0y nay, ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t c\u00f4ng c\u1ee5 h\u1eefu \u00edch cho c\u00e1c doanh nghi\u1ec7p thu\u1ed9c m\u1ecdi quy m\u00f4 trong nhi\u1ec1u ng\u00e0nh kh\u00e1c nhau. M\u1ecdi doanh nghi\u1ec7p \u0111\u1ec1u theo \u0111u\u1ed5i d\u1eef li\u1ec7u l\u1edbn \u0111\u1ec3 r\u00fat ra nh\u1eefng hi\u1ec3u bi\u1ebft c\u00f3 gi\u00e1 tr\u1ecb t\u1eeb m\u1ed9t l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u th\u00f4.<\/p>\n

V\u00ec v\u1eady, ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn h\u1ed7 tr\u1ee3 c\u00e1c t\u1ed5 ch\u1ee9c khai th\u00e1c d\u1eef li\u1ec7u c\u1ee7a h\u1ecd, chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u th\u00e0nh th\u00f4ng tin, th\u00f4ng tin th\u00e0nh nh\u1eefng hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc. K\u1ebft qu\u1ea3 l\u00e0, doanh nghi\u1ec7p c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c c\u01a1 h\u1ed9i m\u1edbi, c\u00f3 c\u00e1c quy\u1ebft \u0111\u1ecbnh kinh doanh th\u00f4ng minh h\u01a1n, ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3 h\u01a1n, l\u1ee3i nhu\u1eadn cao h\u01a1n v\u00e0 kh\u00e1ch h\u00e0ng h\u00e0i l\u00f2ng h\u01a1n,… Nh\u1eefng l\u1ee3i \u00edch n\u00e0y c\u00f3 th\u1ec3 mang l\u1ea1i l\u1ee3i th\u1ebf c\u1ea1nh tranh so v\u1edbi \u0111\u1ed1i th\u1ee7.<\/p>\n

Ngo\u00e0i ra, c\u00e1c doanh nghi\u1ec7p d\u1ef1a v\u00e0o ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn \u0111\u1ec3 ti\u1ebft ki\u1ec7m th\u1eddi gian, chi ph\u00ed v\u00e0 qu\u1ea3n l\u00fd r\u1ee7i ro t\u1ed1t h\u01a1n.<\/p>\n

T\u00ecm hi\u1ec3u th\u00eam v\u1ec1 c\u00e1c \u1ee9ng d\u1ee5ng Big Data t\u1ea1i \u0111\u00e2y<\/a>.<\/p>\n

\"the

Big Data Analytics mang l\u1ea1i v\u00f4 s\u1ed1 l\u1ee3i \u00edch cho c\u00e1c doanh nghi\u1ec7p – H\u00ecnh \u1ea3nh: recosense.com<\/p><\/div>\n

C\u00e1c v\u00ed d\u1ee5 th\u1ef1c t\u1ebf:<\/strong><\/p>\n

– Netflix l\u00e0 m\u1ed9t v\u00ed d\u1ee5 \u0111i\u1ec3n h\u00ecnh v\u1ec1 m\u1ed9t th\u01b0\u01a1ng hi\u1ec7u n\u1ed5i ti\u1ebfng s\u1eed d\u1ee5ng ph\u00e2n t\u00edch big data cho qu\u1ea3ng c\u00e1o \u0111\u01b0\u1ee3c nh\u1eafm m\u1ee5c ti\u00eau. V\u1edbi h\u01a1n 100 tri\u1ec7u ng\u01b0\u1eddi \u0111\u0103ng k\u00fd, c\u00f4ng ty \u0111\u00e3 thu th\u1eadp l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3. Netflix s\u1ebd g\u1eedi cho nh\u1eefng ng\u01b0\u1eddi \u0111\u0103ng k\u00fd \u0111\u1ec1 xu\u1ea5t v\u1ec1 b\u1ed9 phim ti\u1ebfp theo m\u00e0 h\u1ecd n\u00ean xem. \u0110i\u1ec1u n\u00e0y \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1eb1ng c\u00e1ch ph\u00e2n t\u00edch d\u1eef li\u1ec7u xem v\u00e0 t\u00ecm ki\u1ebfm tr\u01b0\u1edbc \u0111\u00e2y c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/p>\n

– Amazon \u0111\u00e3 t\u1eadn d\u1ee5ng c\u00e1c ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn \u0111\u1ec3 ti\u1ebfn v\u00e0o m\u1ed9t th\u1ecb tr\u01b0\u1eddng r\u1ed9ng l\u1edbn. Th\u00f4ng qua ph\u00e2n t\u00edch d\u1eef li\u1ec7u, doanh nghi\u1ec7p c\u00f3 th\u1ec3 hi\u1ec3u h\u00e0nh vi kh\u00e1ch h\u00e0ng mua h\u00e0ng t\u1ea1p h\u00f3a v\u00e0 c\u00e1ch c\u00e1c nh\u00e0 cung c\u1ea5p t\u01b0\u01a1ng t\u00e1c v\u1edbi ng\u01b0\u1eddi b\u00e1n h\u00e0ng t\u1ea1p h\u00f3a.<\/p>\n

III. C\u00e1c lo\u1ea1i ph\u00e2n t\u00edch Big Data kh\u00e1c nhau<\/h2>\n

1. Ph\u00e2n t\u00edch m\u00f4 t\u1ea3<\/h3>\n

Ph\u00e2n t\u00edch m\u00f4 t\u1ea3 l\u00e0 m\u1ed9t k\u1ef9 thu\u1eadt h\u1eefu \u00edch \u0111\u1ec3 c\u1eadp nh\u1eadt c\u00e1c xu h\u01b0\u1edbng hi\u1ec7n t\u1ea1i v\u00e0 hi\u1ec7u su\u1ea5t ho\u1ea1t \u0111\u1ed9ng c\u1ee7a c\u00f4ng ty. N\u00f3 \u0111\u01a1n gi\u1ea3n h\u00f3a d\u1eef li\u1ec7u v\u00e0 t\u00f3m t\u1eaft d\u1eef li\u1ec7u th\u00e0nh d\u1ea1ng c\u00f3 th\u1ec3 \u0111\u1ecdc \u0111\u01b0\u1ee3c.<\/p>\n

Sau khi x\u00e1c \u0111\u1ecbnh xu h\u01b0\u1edbng v\u00e0 th\u00f4ng tin chi ti\u1ebft b\u1eb1ng ph\u00e2n t\u00edch m\u00f4 t\u1ea3, b\u1ea1n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng c\u00e1c lo\u1ea1i ph\u00e2n t\u00edch kh\u00e1c \u0111\u1ec3 t\u00ecm hi\u1ec3u th\u00eam v\u1ec1 nguy\u00ean nh\u00e2n g\u00e2y ra nh\u1eefng xu h\u01b0\u1edbng \u0111\u00f3.<\/p>\n

V\u00ed d\u1ee5:<\/strong><\/p>\n

C\u00f4ng ty H\u00f3a ch\u1ea5t Dow \u0111\u00e3 s\u1eed d\u1ee5ng ph\u00e2n t\u00edch m\u00f4 t\u1ea3 v\u00e0 theo d\u00f5i d\u1eef li\u1ec7u trong qu\u00e1 kh\u1ee9. Nh\u1edd Ph\u00e2n t\u00edch m\u00f4 t\u1ea3, c\u00f4ng ty c\u00f3 th\u1ec3 nh\u1eadn ra kh\u00f4ng gian ch\u01b0a \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u00fang m\u1ee9c.<\/p>\n

Sau \u0111\u00f3, h\u1ecd th\u00fac \u0111\u1ea9y vi\u1ec7c s\u1eed d\u1ee5ng c\u01a1 s\u1edf v\u1eadt ch\u1ea5t xung quanh m\u00f4i tr\u01b0\u1eddng v\u0103n ph\u00f2ng c\u1ee7a m\u00ecnh. \u0110i\u1ec1u n\u00e0y \u0111\u00e3 gi\u00fap c\u00f4ng ty ti\u1ebft ki\u1ec7m \u0111\u01b0\u1ee3c kho\u1ea3ng 4 tri\u1ec7u \u0111\u00f4 la M\u1ef9 h\u00e0ng n\u0103m.<\/p>\n

\"Descriptive

Ph\u00e2n t\u00edch m\u00f4 t\u1ea3 r\u1ea5t h\u1eefu \u00edch \u0111\u1ec3 kh\u00e1m ph\u00e1 c\u00e1c m\u1eabu trong m\u1ed9t ph\u00e2n kh\u00fac kh\u00e1ch h\u00e0ng nh\u1ea5t \u0111\u1ecbnh – H\u00ecnh \u1ea3nh: analyticssteps.com<\/p><\/div>\n

2. Ph\u00e2n t\u00edch ch\u1ea9n \u0111o\u00e1n<\/h3>\n

\u0110\u00e2y l\u00e0 lo\u1ea1i ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn \u0111\u1ec3 tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi ch\u1ea9n \u0111o\u00e1n \u201cT\u1ea1i sao \u0111i\u1ec1u \u0111\u00f3 l\u1ea1i x\u1ea3y ra?\u201d. V\u1edbi lo\u1ea1i ph\u00e2n t\u00edch n\u00e0y, b\u1ea1n c\u00f3 th\u1ec3 hi\u1ec3u l\u00fd do c\u1ee7a m\u1ed9t s\u1ed1 s\u1ef1 ki\u1ec7n nh\u1ea5t \u0111\u1ecbnh li\u00ean quan \u0111\u1ebfn kh\u00e1ch h\u00e0ng, nh\u00e2n vi\u00ean, s\u1ea3n ph\u1ea9m c\u1ee7a doanh nghi\u1ec7p, vv.<\/p>\n

Trong kinh doanh, ph\u00e2n t\u00edch ch\u1ea9n \u0111o\u00e1n h\u1eefu \u00edch khi doanh nghi\u1ec7p \u0111ang nghi\u00ean c\u1ee9u l\u00fd do d\u1eabn \u0111\u1ebfn c\u00e1c ch\u1ec9 s\u1ed1 r\u1eddi b\u1ecf v\u00e0 xu h\u01b0\u1edbng s\u1eed d\u1ee5ng c\u1ee7a nh\u1eefng kh\u00e1ch h\u00e0ng trung th\u00e0nh.<\/p>\n

V\u00ed d\u1ee5:<\/strong><\/p>\n

\u0110\u1ed1i v\u1edbi chi\u1ebfn d\u1ecbch ti\u1ebfp th\u1ecb tr\u00ean m\u1ea1ng x\u00e3 h\u1ed9i, b\u1ea1n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng ph\u00e2n t\u00edch ch\u1ea9n \u0111o\u00e1n \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 s\u1ed1 l\u01b0\u1ee3ng b\u00e0i \u0111\u0103ng, l\u01b0\u1ee3t \u0111\u1ec1 c\u1eadp, ng\u01b0\u1eddi theo d\u00f5i, l\u01b0\u1ee3t xem trang, b\u00e0i \u0111\u00e1nh gi\u00e1,… C\u00f3 th\u1ec3 c\u00f3 h\u00e0ng ngh\u00ecn l\u01b0\u1ee3t \u0111\u1ec1 c\u1eadp tr\u1ef1c tuy\u1ebfn \u0111\u01b0\u1ee3c ch\u1eaft l\u1ecdc th\u00e0nh m\u1ed9t ch\u1ebf \u0111\u1ed9 xem duy nh\u1ea5t. T\u1eeb \u0111\u00f3 c\u00f3 th\u1ec3 xem \u0111i\u1ec1u g\u00ec hi\u1ec7u qu\u1ea3 trong c\u00e1c chi\u1ebfn d\u1ecbch tr\u01b0\u1edbc \u0111\u00e2y c\u1ee7a b\u1ea1n v\u00e0 \u0111i\u1ec1u g\u00ec kh\u00f4ng.<\/p>\n

3. Ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n<\/h3>\n

Lo\u1ea1i ph\u00e2n t\u00edch n\u00e0y xem x\u00e9t d\u1eef li\u1ec7u l\u1ecbch s\u1eed v\u00e0 hi\u1ec7n t\u1ea1i \u0111\u1ec3 \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n v\u1ec1 t\u01b0\u01a1ng lai, nh\u01b0 xu h\u01b0\u1edbng c\u1ee7a kh\u00e1ch h\u00e0ng, xu h\u01b0\u1edbng c\u1ee7a th\u1ecb tr\u01b0\u1eddng, v.v. \u0110\u1ec3 c\u00f3 \u0111\u01b0\u1ee3c k\u1ebft qu\u1ea3 t\u1ed1t nh\u1ea5t, n\u00f3 s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n nh\u01b0 c\u00f4ng ngh\u1ec7 khai th\u00e1c d\u1eef li\u1ec7u, AI v\u00e0 h\u1ecdc m\u00e1y. \u0110\u00e2y l\u00e0 m\u1ed9t trong nh\u1eefng lo\u1ea1i ph\u00e2n t\u00edch \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i nh\u1ea5t hi\u1ec7n nay.<\/p>\n

V\u00ed d\u1ee5:<\/strong><\/p>\n

PayPal l\u00e0 m\u1ed9t c\u00f4ng ty cung c\u1ea5p d\u1ecbch v\u1ee5 thanh to\u00e1n tr\u1ef1c tuy\u1ebfn. H\u1ecd \u0111\u00e3 s\u1eed d\u1ee5ng t\u1ea5t c\u1ea3 d\u1eef li\u1ec7u thanh to\u00e1n trong qu\u00e1 kh\u1ee9 v\u00e0 d\u1eef li\u1ec7u h\u00e0nh vi c\u1ee7a ng\u01b0\u1eddi d\u00f9ng \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n c\u00e1c ho\u1ea1t \u0111\u1ed9ng gian l\u1eadn c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\n

4. Ph\u00e2n t\u00edch theo quy \u0111\u1ecbnh<\/h3>\n

Ph\u00e2n t\u00edch theo quy \u0111\u1ecbnh l\u1ea5y k\u1ebft qu\u1ea3 t\u1eeb ph\u00e2n t\u00edch m\u00f4 t\u1ea3 v\u00e0 d\u1ef1 \u0111o\u00e1n. Lo\u1ea1i ph\u00e2n t\u00edch n\u00e0y quy \u0111\u1ecbnh gi\u1ea3i ph\u00e1p cho m\u1ed9t v\u1ea5n \u0111\u1ec1 c\u1ee5 th\u1ec3. N\u00f3 d\u1ef1a tr\u00ean c\u00e1c quy t\u1eafc \u0111\u1ec3 quy \u0111\u1ecbnh m\u1ed9t l\u1ed9 tr\u00ecnh ph\u00e2n t\u00edch nh\u1ea5t \u0111\u1ecbnh v\u00e0 s\u1eed d\u1ee5ng th\u00f4ng tin chi ti\u1ebft t\u1eeb d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u1ec1 xu\u1ea5t b\u01b0\u1edbc ti\u1ebfn t\u1ed1t nh\u1ea5t cho c\u00f4ng ty.<\/p>\n

V\u00ed d\u1ee5:<\/strong><\/p>\n

Trong ng\u00e0nh ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe, b\u1ea1n c\u00f3 th\u1ec3 qu\u1ea3n l\u00fd s\u1ed1 l\u01b0\u1ee3ng b\u1ec7nh nh\u00e2n t\u1ed1t h\u01a1n b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng ph\u00e2n t\u00edch theo quy \u0111\u1ecbnh \u0111\u1ec3 \u0111o s\u1ed1 l\u01b0\u1ee3ng b\u1ec7nh nh\u00e2n b\u00e9o ph\u00ec. Sau \u0111\u00f3, th\u00eam c\u00e1c b\u1ed9 l\u1ecdc cho c\u00e1c y\u1ebfu t\u1ed1 nh\u01b0 b\u1ec7nh ti\u1ec3u \u0111\u01b0\u1eddng v\u00e0 m\u1ee9c cholesterol LDL \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh n\u01a1i c\u1ea7n t\u1eadp trung \u0111i\u1ec1u tr\u1ecb. M\u00f4 h\u00ecnh ph\u00e2n t\u00edch theo quy \u0111\u1ecbnh t\u01b0\u01a1ng t\u1ef1 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng cho h\u1ea7u h\u1ebft m\u1ecdi v\u1ea5n \u0111\u1ec1 c\u1ee7a ng\u00e0nh.<\/p>\n

\"4

C\u00f3 4 lo\u1ea1i Big Data Analytics ph\u1ed5 bi\u1ebfn – H\u00ecnh \u1ea3nh: designveloper.com<\/p><\/div>\n

K\u1ebft lu\u1eadn<\/strong><\/p>\n

T\u00f3m l\u1ea1i, tr\u00ean \u0111\u00e2y l\u00e0 nh\u1eefng l\u00fd gi\u1ea3i v\u1ec1 ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn l\u00e0 g\u00ec, t\u1ea7m quan tr\u1ecdng c\u1ee7a n\u00f3 c\u00f9ng c\u00e1c lo\u1ea1i ph\u00e2n t\u00edch kh\u00e1c nhau. V\u1edbi s\u1ef1 t\u0103ng tr\u01b0\u1edfng li\u00ean t\u1ee5c c\u1ee7a l\u01b0\u1ee3ng d\u1eef li\u1ec7u tr\u00ean to\u00e0n c\u1ea7u, vi\u1ec7c s\u1eed d\u1ee5ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn c\u0169ng ph\u00e1t tri\u1ec3n theo. H\u1ea7u h\u1ebft m\u1ecdi ng\u00e0nh, t\u1eeb ng\u00e2n h\u00e0ng \u0111\u1ebfn ch\u00ednh ph\u1ee7, gi\u00e1o d\u1ee5c \u0111\u1ebfn s\u1ea3n xu\u1ea5t,… \u0111\u1ec1u c\u00f3 th\u1ec3 \u00e1p d\u1ee5ng n\u00f3 \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c th\u00e1ch th\u1ee9c v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh t\u1ed1t h\u01a1n.<\/p>\n

N\u1ebfu doanh nghi\u1ec7p c\u1ee7a b\u1ea1n v\u1eabn ch\u01b0a t\u1eadn d\u1ee5ng ngu\u1ed3n d\u1eef li\u1ec7u hi\u1ec7n c\u00f3 c\u1ee7a m\u00ecnh \u0111\u1ec3 ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3 h\u01a1n. H\u00e3y b\u1eaft \u0111\u1ea7u t\u00ecm hi\u1ec3u v\u00e0 s\u1eed d\u1ee5ng d\u1ecbch v\u1ee5 ph\u00e2n t\u00edch big data ngay t\u1eeb h\u00f4m nay. T\u1ea1i BAP Software, ch\u00fang t\u00f4i c\u00f3 \u0111\u1ed9i ng\u0169 nh\u00e2n vi\u00ean v\u1edbi b\u1ec1 d\u00e0y kinh nghi\u1ec7m x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u l\u1edbn \u0111\u1ec3 ph\u00e2n t\u00edch c\u00e1c th\u00f4ng tin c\u1ea7n thi\u1ebft cho c\u00e1c b\u00ean sale, marketing, business model,\u2026<\/p>","protected":false},"author":25,"featured_media":8678,"template":"","meta":{"_acf_changed":false},"tags":[9244],"blog-cat":[2073],"class_list":["post-8674","knowledge","type-knowledge","status-publish","has-post-thumbnail","hentry","tag-big-data","blog-cat-big-data-cloud"],"acf":[],"yoast_head":"\nBig Data Analytics l\u00e0 g\u00ec? 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