{"id":11335,"date":"2024-08-15T10:15:54","date_gmt":"2024-08-15T03:15:54","guid":{"rendered":"https:\/\/microsoft.cmctelecom.vn\/?p=11335"},"modified":"2024-09-05T10:16:53","modified_gmt":"2024-09-05T03:16:53","slug":"xay-dung-nen-tang-luu-tru-va-phan-tich-du-lieu-hop-nhat-voi-microsoft-fabric","status":"publish","type":"post","link":"https:\/\/microsoft.cmctelecom.vn\/ja\/xay-dung-nen-tang-luu-tru-va-phan-tich-du-lieu-hop-nhat-voi-microsoft-fabric\/","title":{"rendered":"X\u00e2y d\u1ef1ng n\u1ec1n t\u1ea3ng l\u01b0u tr\u1eef v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u h\u1ee3p nh\u1ea5t v\u1edbi Microsoft Fabric"},"content":{"rendered":"<p>Trong k\u1ef7 nguy\u00ean s\u1ed1 h\u00f3a v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI), d\u1eef li\u1ec7u tr\u1edf th\u00e0nh t\u00e0i s\u1ea3n qu\u00fd gi\u00e1 nh\u1ea5t c\u1ee7a doanh nghi\u1ec7p. \u0110\u1ec3 khai th\u00e1c t\u1ed1i \u0111a gi\u00e1 tr\u1ecb t\u1eeb d\u1eef li\u1ec7u, Microsoft \u0111\u00e3 gi\u1edbi thi\u1ec7u gi\u1ea3i ph\u00e1p s\u1eed d\u1ee5ng Microsoft Fabric \u2013 m\u1ed9t n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u to\u00e0n di\u1ec7n v\u00e0 t\u00edch h\u1ee3p.<\/p>\n<ol>\n<li>\n<h3><strong>\u5c0e\u5165<\/strong><\/h3>\n<p><img decoding=\"async\" class=\"alignnone size-full wp-image-11337\" src=\"http:\/\/microsoft.foxecom.cloud\/wp-content\/uploads\/2024\/08\/627986154b5dec03b54c.jpg\" alt=\"\" width=\"1279\" height=\"720\" srcset=\"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2024\/08\/627986154b5dec03b54c.jpg 1279w, https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2024\/08\/627986154b5dec03b54c-768x432.jpg 768w, https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2024\/08\/627986154b5dec03b54c-18x10.jpg 18w\" sizes=\"(max-width: 1279px) 100vw, 1279px\" \/> Microsoft Fabric l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u End-To-End, t\u00edch h\u1ee3p c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 d\u1ecbch v\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u1ea7n thi\u1ebft cho doanh nghi\u1ec7p. Microsoft Fabric k\u1ebft h\u1ee3p c\u00e1c c\u00f4ng ngh\u1ec7 nh\u01b0 Azure Data Factory, Azure Synapse Analytics v\u00e0 Power BI v\u00e0o m\u1ed9t s\u1ea3n ph\u1ea9m duy nh\u1ea5t, gi\u00fap c\u00e1c chuy\u00ean gia d\u1eef li\u1ec7u v\u00e0 doanh nghi\u1ec7p d\u1ec5 d\u00e0ng khai th\u00e1c ti\u1ec1m n\u0103ng c\u1ee7a d\u1eef li\u1ec7u.<\/li>\n<li>\n<h3><strong>T\u00ednh n\u0103ng<br \/>\n<\/strong><\/h3>\n<p>Microsoft Fabric n\u1ed5i b\u1eadt v\u1edbi c\u00e1c t\u00ednh n\u0103ng sau:<\/p>\n<ul>\n<li><strong>T\u00edch h\u1ee3p to\u00e0n di\u1ec7n<\/strong>: K\u1ebft n\u1ed1i m\u1ecdi ngu\u1ed3n d\u1eef li\u1ec7u v\u00e0 d\u1ecbch v\u1ee5 ph\u00e2n t\u00edch tr\u00ean m\u1ed9t n\u1ec1n t\u1ea3ng duy nh\u1ea5t.<\/li>\n<li><strong>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 h\u1ecdc m\u00e1y (ML):<\/strong> H\u1ed7 tr\u1ee3 c\u00e1c m\u00f4 h\u00ecnh AI v\u00e0 ML \u0111\u1ec3 ph\u00e2n t\u00edch v\u00e0 d\u1ef1 \u0111o\u00e1n.<\/li>\n<li><strong>Qu\u1ea3n l\u00fd d\u1eef li\u1ec7u<\/strong>: Cung c\u1ea5p c\u00e1c c\u00f4ng c\u1ee5 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u m\u1ea1nh m\u1ebd, t\u1eeb thu th\u1eadp, l\u01b0u tr\u1eef \u0111\u1ebfn ph\u00e2n t\u00edch.<\/li>\n<li><strong>B\u1ea3o m\u1eadt v\u00e0 tu\u00e2n th\u1ee7<\/strong>: \u0110\u1ea3m b\u1ea3o an to\u00e0n d\u1eef li\u1ec7u v\u1edbi c\u00e1c ti\u00eau chu\u1ea9n b\u1ea3o m\u1eadt cao nh\u1ea5t.<\/li>\n<li><strong>Tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng:<\/strong> Giao di\u1ec7n th\u00e2n thi\u1ec7n, d\u1ec5 s\u1eed d\u1ee5ng cho m\u1ecdi \u0111\u1ed1i t\u01b0\u1ee3ng t\u1eeb k\u1ef9 s\u01b0 d\u1eef li\u1ec7u \u0111\u1ebfn ng\u01b0\u1eddi d\u00f9ng doanh nghi\u1ec7p.<\/li>\n<\/ul>\n<p>C\u00e1c t\u00ednh n\u0103ng n\u00e0y kh\u00f4ng ch\u1ec9 gi\u00fap doanh nghi\u1ec7p t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 tinh g\u1ecdn c\u00e1c quy tr\u00ecnh l\u00e0m vi\u1ec7c, m\u00e0 c\u00f2n cung c\u1ea5p c\u00e1i nh\u00ecn s\u00e2u s\u1eafc v\u00e0 chi ti\u1ebft v\u1ec1 d\u1eef li\u1ec7u, gi\u00fap \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh ch\u00ednh x\u00e1c v\u00e0 k\u1ecbp th\u1eddi.<\/li>\n<li>\n<h3><strong>C\u00e1c th\u00e0nh ph\u1ea7n c\u1ed1t l\u00f5i<br \/>\n<\/strong><\/h3>\n<p>Ki\u1ebfn tr\u00fac Microsoft Fabric c\u00f3 07 workloads ch\u1ea1y tr\u00ean OneLake &#8211; l\u1edbp l\u01b0u tr\u1eef (Storage Layer) c\u00f3 th\u1ec3 l\u1ea5y d\u1eef li\u1ec7u t\u1eeb c\u00e1c n\u1ec1n t\u1ea3ng c\u1ee7a Microsoft, Amazon S3 v\u00e0 cu\u1ed1i c\u00f9ng l\u00e0 t\u1eeb Google Cloud Platform.<br \/>\n<img decoding=\"async\" class=\"size-full wp-image-11338 aligncenter\" src=\"http:\/\/microsoft.foxecom.cloud\/wp-content\/uploads\/2024\/08\/36da94ae59e6feb8a7f7.jpg\" alt=\"\" width=\"1100\" height=\"633\" srcset=\"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2024\/08\/36da94ae59e6feb8a7f7.jpg 1100w, https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2024\/08\/36da94ae59e6feb8a7f7-768x442.jpg 768w, https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2024\/08\/36da94ae59e6feb8a7f7-18x10.jpg 18w\" sizes=\"(max-width: 1100px) 100vw, 1100px\" \/><\/p>\n<p>Nh\u1eefng workloads n\u00e0y bao g\u1ed3m:<\/p>\n<ul>\n<li><strong>Data Factory<\/strong>: Cung c\u1ea5p h\u01a1n 150 tr\u00ecnh k\u1ebft n\u1ed1i v\u1edbi c\u00e1c ngu\u1ed3n d\u1eef li\u1ec7u On-premises (c\u00e1c ngu\u1ed3n d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef v\u00e0 qu\u1ea3n l\u00fd tr\u00ean c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng m\u00e1y ch\u1ee7 v\u00e0 l\u01b0u tr\u1eef trong n\u1ed9i b\u1ed9 c\u1ee7a m\u1ed9t t\u1ed5 ch\u1ee9c ho\u1eb7c doanh nghi\u1ec7p) v\u00e0 tr\u00ean Cloud, b\u00ean c\u1ea1nh \u0111\u00f3 Data Factory cung c\u1ea5p kh\u1ea3 n\u0103ng k\u00e9o th\u1ea3 \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u v\u00e0 s\u1eafp x\u1ebfp Data Pipeline.<\/li>\n<li><strong>Synapse Data Engineering<\/strong>: M\u1ed9t th\u00e0nh ph\u1ea7n ch\u00ednh c\u1ee7a Microsoft Fabric, ch\u1ecbu tr\u00e1ch nhi\u1ec7m x\u00e2y d\u1ef1ng c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng s\u1eed d\u1ee5ng Synapse.<\/li>\n<li><strong>Synapse Data Science:<\/strong> Cho ph\u00e9p nh\u1eefng ng\u01b0\u1eddi th\u1ef1c h\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u l\u00e0m vi\u1ec7c li\u1ec1n m\u1ea1ch tr\u00ean c\u00f9ng m\u1ed9t d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd v\u00e0 b\u1ea3o m\u1eadt, \u0111\u1ed3ng th\u1eddi cung c\u1ea5p c\u00e1c c\u00f4ng c\u1ee5 \u0111\u1ec3 x\u00e2y d\u1ef1ng v\u00e0 tri\u1ec3n khai c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y v\u00e0 AI.<\/li>\n<li><strong>Synapse Data Warehousing:<\/strong> Cung c\u1ea5p hi\u1ec7u su\u1ea5t v\u00e0 quy m\u00f4 h\u00e0ng \u0111\u1ea7u trong ng\u00e0nh \u0111\u1ec3 h\u1ed7 tr\u1ee3 vi\u1ec7c s\u1eed d\u1ee5ng d\u1eef li\u1ec7u.<\/li>\n<li><strong>Synapse Real-Time Analytics:<\/strong> Cung c\u1ea5p kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch theo th\u1eddi gian th\u1ef1c cho doanh nghi\u1ec7p.<\/li>\n<li><strong>Power BI:<\/strong> Cung c\u1ea5p kh\u1ea3 n\u0103ng t\u00edch h\u1ee3p li\u1ec1n m\u1ea1ch v\u1edbi Power BI, cho ph\u00e9p doanh nghi\u1ec7p t\u1ea1o b\u00e1o c\u00e1o v\u00e0 tr\u1ef1c quan h\u00f3a t\u01b0\u01a1ng t\u00e1c.<\/li>\n<li><strong>Data Activator<\/strong>: Cung c\u1ea5p tr\u1ea3i nghi\u1ec7m th\u1ed1ng nh\u1ea5t \u0111\u1ec3 k\u00edch ho\u1ea1t d\u1eef li\u1ec7u, cho ph\u00e9p doanh nghi\u1ec7p k\u00edch ho\u1ea1t d\u1eef li\u1ec7u c\u1ee7a h\u1ecd v\u00e0 cung c\u1ea5p d\u1eef li\u1ec7u \u0111\u00f3 \u0111\u1ec3 s\u1eed d\u1ee5ng trong c\u00e1c \u1ee9ng d\u1ee5ng kh\u00e1c.<\/li>\n<\/ul>\n<p>B\u00ean c\u1ea1nh \u0111\u00f3, hai y\u1ebfu t\u1ed1 kh\u00f4ng th\u1ec3 thi\u1ebfu trong Microsoft Fabric:<\/p>\n<ul>\n<li><strong>OneLake:<\/strong>\u00a0H\u1ed3 d\u1eef li\u1ec7u \u0111a \u0111\u00e1m m\u00e2y, SaaS. N\u00f3 \u0111\u01a1n gi\u1ea3n h\u00f3a vi\u1ec7c qu\u1ea3n l\u00fd h\u1ed3 d\u1eef li\u1ec7u b\u1eb1ng c\u00e1ch cung c\u1ea5p m\u1ed9t h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef t\u1eadp trung v\u1edbi m\u1ed9t trung t\u00e2m d\u1eef li\u1ec7u tr\u1ef1c quan, l\u1eadp ch\u1ec9 m\u1ee5c \u0111\u1ec3 kh\u00e1m ph\u00e1 v\u00e0 qu\u1ea3n tr\u1ecb c\u0169ng nh\u01b0 kh\u1ea3 n\u0103ng chia s\u1ebb d\u1eef li\u1ec7u tr\u00ean c\u00e1c \u0111\u00e1m m\u00e2y th\u00f4ng qua \u1ea3o h\u00f3a v\u00e0 c\u00e1c ph\u00edm t\u1eaft.<\/li>\n<li><strong>Copilot:<\/strong> M\u1ed9t t\u00ednh n\u0103ng \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI trong Microsoft Fabric, h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi d\u00f9ng th\u1ef1c hi\u1ec7n nhi\u1ec1u t\u00e1c v\u1ee5 kh\u00e1c nhau li\u00ean quan \u0111\u1ebfn d\u1eef li\u1ec7u nh\u01b0 x\u00e2y d\u1ef1ng \u0111\u01b0\u1eddng d\u1eabn d\u1eef li\u1ec7u, t\u1ea1o m\u00e3 v\u00e0 t\u1ea1o m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y. B\u1eb1ng c\u00e1ch t\u1eadn d\u1ee5ng ng\u00f4n ng\u1eef \u0111\u00e0m tho\u1ea1i, Copilot h\u1ee3p l\u00fd h\u00f3a qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n v\u00e0 n\u00e2ng cao n\u0103ng su\u1ea5t.<\/li>\n<\/ul>\n<p><img decoding=\"async\" class=\"size-full wp-image-11339 aligncenter\" src=\"http:\/\/microsoft.foxecom.cloud\/wp-content\/uploads\/2024\/08\/a5731411d9597e072748.jpg\" alt=\"\" width=\"800\" height=\"450\" srcset=\"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2024\/08\/a5731411d9597e072748.jpg 800w, https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2024\/08\/a5731411d9597e072748-768x432.jpg 768w, https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2024\/08\/a5731411d9597e072748-18x10.jpg 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><br \/>\nT\u1ed5ng quan l\u1ea1i, Microsoft Fabric \u0111\u00e3 cho th\u1ea5y giao di\u1ec7n v\u00e0 m\u1ecdi th\u1ee9 \u0111\u1ec1u c\u00f3 n\u00fat b\u1ea5m s\u1eb5n, ng\u01b0\u1eddi d\u00f9ng s\u1ebd kh\u00f4ng c\u1ea7n ph\u1ea3i t\u1ef1 code th\u00eam. T\u1eeb \u0111\u00f3 \u0111\u00e1p \u1ee9ng m\u1ee5c ti\u00eau low-code, d\u1ec5 d\u00e0ng x\u00e2y d\u1ef1ng Warehouse thu\u1eadn ti\u1ec7n cho m\u1ecdi ng\u01b0\u1eddi s\u1eed d\u1ee5ng.<\/p>\n<p>\u0110\u01a1n c\u1eed vi\u1ec7c t\u1ef1 \u0111\u1ed9ng t\u1ea1o Dataset cho m\u1ed9t Data Warehouse: V\u1edbi Data Warehouse t\u1ea1o ra c\u00f3 3 b\u1ea3ng, th\u00ec n\u1ec1n t\u1ea3ng t\u1ef1 \u0111\u1ed9ng xu\u1ea5t 3 b\u1ea3ng \u0111\u00f3 v\u00e0o Dataset m\u00e0 kh\u00f4ng c\u1ea7n t\u1ef1 t\u1ea1o.<\/li>\n<li><strong>\u01afu \u0111i\u1ec3m c\u1ee7a Microsoft Fabric \u0111\u1ed1i v\u1edbi doanh nghi\u1ec7p<br \/>\n<\/strong>Vi\u1ec7c \u1ee9ng d\u1ee5ng Microsoft Fabric v\u00e0o trong doanh nghi\u1ec7p s\u1ebd c\u00f3 nh\u1eefng l\u1ee3i \u00edch nh\u01b0 sau:<\/p>\n<ul>\n<li><strong>T\u0103ng c\u01b0\u1eddng hi\u1ec7u qu\u1ea3:<\/strong> Gi\u1ea3m thi\u1ec3u th\u1eddi gian v\u00e0 chi ph\u00ed b\u1eb1ng c\u00e1ch t\u00edch h\u1ee3p c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch v\u00e0o m\u1ed9t n\u1ec1n t\u1ea3ng duy nh\u1ea5t.<\/li>\n<li><strong>Ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u<\/strong>: Cung c\u1ea5p th\u00f4ng tin chi ti\u1ebft v\u00e0 d\u1ef1 \u0111o\u00e1n ch\u00ednh x\u00e1c, h\u1ed7 tr\u1ee3 ra quy\u1ebft \u0111\u1ecbnh chi\u1ebfn l\u01b0\u1ee3c.<\/li>\n<li><strong>T\u00ednh linh ho\u1ea1t<\/strong>: D\u1ec5 d\u00e0ng m\u1edf r\u1ed9ng v\u00e0 t\u00f9y ch\u1ec9nh theo nhu c\u1ea7u c\u1ee7a doanh nghi\u1ec7p.<\/li>\n<li><strong>B\u1ea3o m\u1eadt cao<\/strong>: \u0110\u1ea3m b\u1ea3o an to\u00e0n d\u1eef li\u1ec7u v\u1edbi c\u00e1c ti\u00eau chu\u1ea9n b\u1ea3o m\u1eadt h\u00e0ng \u0111\u1ea7u.<\/li>\n<\/ul>\n<p>L\u1ee3i \u00edch m\u00e0 Microsoft Fabric mang l\u1ea1i cho doanh nghi\u1ec7p l\u00e0 kh\u00f4ng th\u1ec3 ph\u1ee7 nh\u1eadn. N\u00f3 gi\u00fap c\u00e1c t\u1ed5 ch\u1ee9c kh\u00f4ng ch\u1ec9 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u1ee7a h\u1ecd, m\u00e0 c\u00f2n c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t l\u00e0m vi\u1ec7c th\u00f4ng qua vi\u1ec7c cung c\u1ea5p th\u00f4ng tin chi ti\u1ebft v\u00e0 d\u1ef1 \u0111o\u00e1n ch\u00ednh x\u00e1c d\u1ef1a tr\u00ean d\u1eef li\u1ec7u. \u0110i\u1ec1u n\u00e0y, k\u1ebft h\u1ee3p v\u1edbi kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u nhanh ch\u00f3ng v\u00e0 ch\u00ednh x\u00e1c, gi\u00fap doanh nghi\u1ec7p c\u00f3 th\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh th\u00f4ng minh h\u01a1n v\u00e0 nhanh ch\u00f3ng th\u00edch \u1ee9ng v\u1edbi th\u1ecb tr\u01b0\u1eddng \u0111ang thay \u0111\u1ed5i.<\/li>\n<li>\n<h3><strong>M\u1ed9t s\u1ed1 k\u1ecbch b\u1ea3n \u1ee9ng d\u1ee5ng Microsoft trong doanh nghi\u1ec7p<br \/>\n<\/strong><\/h3>\n<p>Microsoft Fabric mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch cho doanh nghi\u1ec7p th\u00f4ng qua c\u00e1c k\u1ecbch b\u1ea3n \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 v\u00ed d\u1ee5 \u0111i\u1ec3n h\u00ecnh:<\/p>\n<p><strong>#1. Ph\u00e2n t\u00edch th\u1eddi gian th\u1ef1c trong s\u1ea3n xu\u1ea5t<\/strong><\/p>\n<p>Trong ng\u00e0nh s\u1ea3n xu\u1ea5t, vi\u1ec7c theo d\u00f5i v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c l\u00e0 r\u1ea5t quan tr\u1ecdng \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh s\u1ea3n xu\u1ea5t v\u00e0 gi\u1ea3m thi\u1ec3u l\u00e3ng ph\u00ed. Microsoft Fabric cho ph\u00e9p c\u00e1c doanh nghi\u1ec7p thu th\u1eadp d\u1eef li\u1ec7u t\u1eeb c\u00e1c c\u1ea3m bi\u1ebfn v\u00e0 thi\u1ebft b\u1ecb IoT, sau \u0111\u00f3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u n\u00e0y \u0111\u1ec3 ph\u00e1t hi\u1ec7n c\u00e1c v\u1ea5n \u0111\u1ec1 ti\u1ec1m \u1ea9n v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh k\u1ecbp th\u1eddi.<\/p>\n<p><strong>#2. Qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng<\/strong><\/p>\n<p>Microsoft Fabric gi\u00fap doanh nghi\u1ec7p t\u1ed1i \u01b0u h\u00f3a chu\u1ed7i cung \u1ee9ng b\u1eb1ng c\u00e1ch cung c\u1ea5p c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u m\u1ea1nh m\u1ebd. Doanh nghi\u1ec7p c\u00f3 th\u1ec3 theo d\u00f5i t\u00ecnh tr\u1ea1ng t\u1ed3n kho, d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u v\u00e0 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh v\u1eadn chuy\u1ec3n. \u0110i\u1ec1u n\u00e0y gi\u00fap gi\u1ea3m chi ph\u00ed v\u00e0 c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng.<\/p>\n<p><strong>#3. Ph\u00e2n t\u00edch h\u00e0nh vi kh\u00e1ch h\u00e0ng<\/strong><\/p>\n<p>Trong l\u0129nh v\u1ef1c b\u00e1n l\u1ebb, hi\u1ec3u r\u00f5 h\u00e0nh vi v\u00e0 nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng l\u00e0 y\u1ebfu t\u1ed1 then ch\u1ed1t \u0111\u1ec3 th\u00e0nh c\u00f4ng. Microsoft Fabric cho ph\u00e9p doanh nghi\u1ec7p thu th\u1eadp v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau nh\u01b0 giao d\u1ecbch mua h\u00e0ng, t\u01b0\u01a1ng t\u00e1c tr\u00ean m\u1ea1ng x\u00e3 h\u1ed9i v\u00e0 d\u1eef li\u1ec7u t\u1eeb c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh kh\u00e1ch h\u00e0ng th\u00e2n thi\u1ebft. T\u1eeb \u0111\u00f3, doanh nghi\u1ec7p c\u00f3 th\u1ec3 t\u1ea1o ra c\u00e1c chi\u1ebfn l\u01b0\u1ee3c marketing c\u00e1 nh\u00e2n h\u00f3a v\u00e0 c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng.<\/p>\n<p><strong>#4. D\u1ef1 \u0111o\u00e1n doanh thu v\u00e0 l\u1eadp k\u1ebf ho\u1ea1ch t\u00e0i ch\u00ednh<\/strong><\/p>\n<p>Microsoft Fabric h\u1ed7 tr\u1ee3 doanh nghi\u1ec7p trong vi\u1ec7c d\u1ef1 \u0111o\u00e1n doanh thu v\u00e0 l\u1eadp k\u1ebf ho\u1ea1ch t\u00e0i ch\u00ednh b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh AI v\u00e0 h\u1ecdc m\u00e1y. Doanh nghi\u1ec7p c\u00f3 th\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1ecbch s\u1eed v\u00e0 c\u00e1c y\u1ebfu t\u1ed1 th\u1ecb tr\u01b0\u1eddng \u0111\u1ec3 \u0111\u01b0a ra c\u00e1c d\u1ef1 \u0111o\u00e1n ch\u00ednh x\u00e1c, t\u1eeb \u0111\u00f3 l\u1eadp k\u1ebf ho\u1ea1ch t\u00e0i ch\u00ednh hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n<p><strong>#5. T\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh v\u1eadn h\u00e0nh<\/strong><\/p>\n<p>Trong c\u00e1c ng\u00e0nh d\u1ecbch v\u1ee5, vi\u1ec7c t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh v\u1eadn h\u00e0nh l\u00e0 r\u1ea5t quan tr\u1ecdng \u0111\u1ec3 n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng d\u1ecbch v\u1ee5 v\u00e0 gi\u1ea3m chi ph\u00ed. Microsoft Fabric cung c\u1ea5p c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u gi\u00fap doanh nghi\u1ec7p theo d\u00f5i hi\u1ec7u su\u1ea5t ho\u1ea1t \u0111\u1ed9ng, ph\u00e1t hi\u1ec7n c\u00e1c \u0111i\u1ec3m ngh\u1ebdn v\u00e0 \u0111\u01b0a ra c\u00e1c bi\u1ec7n ph\u00e1p c\u1ea3i ti\u1ebfn k\u1ecbp th\u1eddi.<\/li>\n<li>\n<h3><strong>T\u1ed5ng k\u1ebft<br \/>\n<\/strong><\/h3>\n<p>Nh\u00ecn v\u1ec1 t\u01b0\u01a1ng lai, Microsoft Fabric \u0111\u01b0\u1ee3c d\u1ef1 \u0111o\u00e1n s\u1ebd ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n v\u00e0 m\u1edf r\u1ed9ng, kh\u00f4ng ch\u1ec9 trong c\u00e1c t\u00ednh n\u0103ng v\u00e0 kh\u1ea3 n\u0103ng c\u1ee7a n\u00f3, m\u00e0 c\u00f2n trong c\u00e1ch m\u00e0 n\u00f3 c\u00f3 th\u1ec3 thay \u0111\u1ed5i c\u1ea3nh quan c\u00f4ng ngh\u1ec7. S\u1ef1 ph\u00e1t tri\u1ec3n n\u00e0y kh\u00f4ng ch\u1ec9 gi\u00fap doanh nghi\u1ec7p hi\u1ec7n \u0111\u1ea1i h\u00f3a v\u00e0 c\u1ea3i ti\u1ebfn, m\u00e0 c\u00f2n t\u1ea1o ra c\u01a1 h\u1ed9i m\u1edbi cho s\u1ef1 s\u00e1ng t\u1ea1o v\u00e0 \u0111\u1ed5i m\u1edbi.<\/p>\n<p>Cu\u1ed1i c\u00f9ng, Microsoft Fabric cung c\u1ea5p m\u1ed9t lo\u1ea1t c\u00e1c t\u00e0i nguy\u00ean h\u1ecdc t\u1eadp v\u00e0 h\u1ed7 tr\u1ee3, bao g\u1ed3m h\u01b0\u1edbng d\u1eabn t\u1eebng b\u01b0\u1edbc, blog chuy\u00ean s\u00e2u, v\u00e0 video h\u01b0\u1edbng d\u1eabn, c\u0169ng nh\u01b0 h\u1ed7 tr\u1ee3 k\u1ef9 thu\u1eadt \u0111\u1ec3 gi\u00fap ng\u01b0\u1eddi d\u00f9ng t\u1eadn d\u1ee5ng t\u1ed1i \u0111a n\u1ec1n t\u1ea3ng. V\u1edbi s\u1ef1 h\u1ed7 tr\u1ee3 n\u00e0y, ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 nhanh ch\u00f3ng tr\u1edf th\u00e0nh chuy\u00ean gia trong vi\u1ec7c s\u1eed d\u1ee5ng Microsoft Fabric v\u00e0 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a ti\u1ec1m n\u0103ng c\u1ee7a n\u00f3 \u0111\u1ec3 th\u00fac \u0111\u1ea9y s\u1ef1 th\u00e0nh c\u00f4ng c\u1ee7a doanh nghi\u1ec7p.<\/p>\n<p><em>Link tham kh\u1ea3o: https:\/\/learn.microsoft.com\/en-us\/fabric\/get-started\/microsoft-fabric-overview<\/em><\/li>\n<\/ol>","protected":false},"excerpt":{"rendered":"<p>Trong k\u1ef7 nguy\u00ean s\u1ed1 h\u00f3a v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI), d\u1eef li\u1ec7u tr\u1edf th\u00e0nh t\u00e0i s\u1ea3n qu\u00fd gi\u00e1 nh\u1ea5t c\u1ee7a doanh nghi\u1ec7p. \u0110\u1ec3 khai th\u00e1c t\u1ed1i \u0111a gi\u00e1 tr\u1ecb t\u1eeb d\u1eef li\u1ec7u, Microsoft \u0111\u00e3 gi\u1edbi thi\u1ec7u gi\u1ea3i ph\u00e1p s\u1eed d\u1ee5ng Microsoft Fabric \u2013 m\u1ed9t n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u to\u00e0n di\u1ec7n v\u00e0 t\u00edch h\u1ee3p. Gi\u1edbi thi\u1ec7u Microsoft Fabric l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u End-To-End, t\u00edch h\u1ee3p c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 d\u1ecbch v\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u1ea7n thi\u1ebft cho doanh nghi\u1ec7p. Microsoft Fabric k\u1ebft h\u1ee3p c\u00e1c c\u00f4ng ngh\u1ec7 nh\u01b0 Azure Data Factory, Azure Synapse Analytics v\u00e0 Power BI v\u00e0o m\u1ed9t s\u1ea3n ph\u1ea9m duy nh\u1ea5t, gi\u00fap&#8230;<\/p>","protected":false},"author":6,"featured_media":11337,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-11335","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ms-blogs"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>X\u00e2y d\u1ef1ng n\u1ec1n t\u1ea3ng l\u01b0u tr\u1eef v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u h\u1ee3p nh\u1ea5t v\u1edbi Microsoft Fabric | CMC Telecom<\/title>\n<meta name=\"description\" content=\"Microsoft Fabric l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u End-To-End, t\u00edch h\u1ee3p c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 d\u1ecbch v\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u1ea7n thi\u1ebft cho doanh nghi\u1ec7p.\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"X\u00e2y d\u1ef1ng n\u1ec1n t\u1ea3ng l\u01b0u tr\u1eef v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u h\u1ee3p nh\u1ea5t v\u1edbi Microsoft Fabric | CMC Telecom\" \/>\n<meta property=\"og:description\" content=\"Microsoft Fabric l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u End-To-End, t\u00edch h\u1ee3p c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 d\u1ecbch v\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u1ea7n thi\u1ebft cho doanh nghi\u1ec7p.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/microsoft.cmctelecom.vn\/ja\/xay-dung-nen-tang-luu-tru-va-phan-tich-du-lieu-hop-nhat-voi-microsoft-fabric\/\" \/>\n<meta property=\"og:site_name\" content=\"CMC Telecom\" \/>\n<meta property=\"article:published_time\" content=\"2024-08-15T03:15:54+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-09-05T03:16:53+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2024\/08\/627986154b5dec03b54c.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1279\" \/>\n\t<meta property=\"og:image:height\" content=\"720\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Thai Ho\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"Thai Ho\" \/>\n\t<meta name=\"twitter:label2\" 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