Ph\u00e2n t\u00edch d\u1eef li\u1ec7u doanh nghi\u1ec7p l\u00e0 c\u00f4ng vi\u1ec7c khai th\u00e1c d\u1eef li\u1ec7u (data) b\u00ean trong v\u00e0 b\u00ean ngo\u00e0i doanh nghi\u1ec7p, \u0111\u01b0a ra nh\u1eefng th\u00f4ng tin (information) c\u1ea7n thi\u1ebft t\u1eeb \u0111\u00f3 h\u1ed7 tr\u1ee3 qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u (Data-driven decision making), gi\u00fap gia t\u0103ng hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng doanh nghi\u1ec7p.<\/p>\n\n\n\n
C\u00f3 nhi\u1ec1u lo\u1ea1i h\u00ecnh ph\u00e2n t\u00edch d\u1eef li\u1ec7u.<\/p>\n\n\n\n
Descriptive Analytics \u2013 Ph\u00e2n t\u00edch M\u00f4 t\u1ea3. Tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi: C\u00c1I G\u00cc \u0110\u00c3 X\u1ea2Y RA?<\/strong><\/p>\n\n\n\n Ph\u00e2n t\u00edch m\u00f4 t\u1ea3 thu th\u1eadp d\u1eef li\u1ec7u th\u00f4 t\u1eeb nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u \u0111\u1ec3 cung c\u1ea5p chi ti\u1ebft nh\u1eefng th\u00f4ng tin trong qu\u00e1 kh\u1ee9. Nh\u1eefng th\u00f4ng tin n\u00e0y cho bi\u1ebft c\u00f3 \u0111i\u1ec1u g\u00ec \u0111\u00f3 \u0111ang di\u1ec5n ra l\u00e0 b\u1ea5t th\u01b0\u1eddng hay b\u00ecnh th\u01b0\u1eddng, c\u00f3 \u0111i\u1ec1u g\u00ec \u0111\u00f3 c\u1ea7n l\u01b0u \u00fd, c\u00f3 \u0111i\u1ec1u g\u00ec \u0111\u00f3 \u0111ang c\u1ea3nh b\u00e1o c\u1ea7n ph\u1ea3i h\u00e0nh \u0111\u1ed9ng, \u2026<\/p>\n\n\n\n Diagnostic Analytics \u2013 Ph\u00e2n t\u00edch Ch\u1ea9n \u0111o\u00e1n. Tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi: V\u00cc SAO C\u00c1I \u0110\u00d3 \u0110\u00c3 X\u1ea2Y RA?<\/strong><\/p>\n\n\n\n Ph\u00e2n t\u00edch ch\u1ea9n \u0111o\u00e1n s\u1eed d\u1ee5ng nh\u1eefng k\u1ebft qu\u1ea3 c\u1ee7a ph\u00e2n t\u00edch m\u00f4 t\u1ea3 \u0111\u1ec3 t\u00ecm ra nguy\u00ean nh\u00e2n c\u1ee7a c\u00e1c s\u1ef1 ki\u1ec7n. Ph\u00e2n t\u00edch ch\u1ea9n \u0111o\u00e1n bao g\u1ed3m:<\/p>\n\n\n\n X\u00e1c \u0111\u1ecbnh nh\u1eefng \u0111i\u1ec3m b\u1ea5t th\u01b0\u1eddng c\u1ea7n ch\u1ea9n \u0111o\u00e1n nguy\u00ean nh\u00e2n.<\/p>\n\n\n\n Thu th\u1eadp d\u1eef li\u1ec7u li\u00ean quan \u0111\u1ebfn nh\u1eefng \u0111i\u1ec3m b\u1ea5t th\u01b0\u1eddng n\u00e0y,<\/p>\n\n\n\n S\u1eed d\u1ee5ng c\u00e1c k\u1ef9 thu\u1eadt ph\u00e2n t\u00edch ch\u1ea9n \u0111o\u00e1n \u0111\u1ec3 ch\u1ec9 ra nguy\u00ean nh\u00e2n gi\u00e1n ti\u1ebfp v\u00e0 tr\u1ef1c ti\u1ebfp c\u1ee7a s\u1ef1 ki\u1ec7n.<\/p>\n\n\n\n Predictive Analytics \u2013 Ph\u00e2n t\u00edch D\u1ef1 \u0111o\u00e1n. Tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi: C\u00c1I G\u00cc S\u1ebc X\u1ea2Y RA?<\/strong><\/p>\n\n\n\n Ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n s\u1eed d\u1ee5ng c\u00e1c d\u1eef li\u1ec7u trong qu\u00e1 kh\u1ee9 \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c xu h\u01b0\u1edbng v\u00e0 kh\u1ea3 n\u0103ng x\u1ea3y ra xu h\u01b0\u1edbng \u0111\u00f3 trong t\u01b0\u01a1ng l\u1ea1i. \u0110\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a c\u00e1c d\u1ef1 \u0111o\u00e1n ph\u1ee5 thu\u1ed9c v\u00e0o ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u v\u00e0 t\u00ednh \u1ed5n \u0111\u1ecbnh c\u1ee7a b\u1ed1i c\u1ea3nh nghi\u1ec7p v\u1ee5. Ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n c\u1ea7n \u00e1p d\u1ee5ng c\u00e1c k\u1ef9 thu\u1eadt th\u1ed1ng k\u00ea v\u00e0 c\u00e1c thu\u1eadt to\u00e1n m\u00e1y h\u1ecdc.<\/p>\n\n\n\n Prescriptive Analytics \u2013 Ph\u00e2n t\u00edch \u0110\u1ec1 xu\u1ea5t. Tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi: SAU \u0110\u00c2Y N\u00caN L\u00c0M G\u00cc?<\/strong><\/p>\n\n\n\n Ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t y\u00eau c\u1ea7u \u0111\u1ed9 l\u1edbn nh\u1ea5t \u0111\u1ecbnh c\u1ee7a b\u1ed9 d\u1eef li\u1ec7u \u0111\u01b0a v\u00e0o ph\u00e2n t\u00edch, bao g\u1ed3m d\u1eef li\u1ec7u b\u00ean trong v\u00e0 b\u00ean ngo\u00e0i doanh nghi\u1ec7p. B\u1ed9 d\u1eef li\u1ec7u c\u00e0ng phong ph\u00fa, k\u1ebft qu\u1ea3 c\u1ee7a ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t c\u00e0ng c\u00f3 gi\u00e1 tr\u1ecb. C\u0169ng nh\u01b0 ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n, ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t c\u1ea7n ph\u1ea3i s\u1eed d\u1ee5ng c\u00e1c k\u1ef9 thu\u1eadt th\u1ed1ng k\u00ea v\u00e0 c\u00e1c thu\u1eadt to\u00e1n m\u00e1y h\u1ecdc.<\/p>\n\n\n\n Cognitive Analytics \u2013 Ph\u00e2n t\u00edch Nh\u1eadn th\u1ee9c. Tr\u1ea3 l\u1eddi c\u1ea3 4 C\u00c2U H\u1eceI TR\u00caN theo c\u00e1c v\u00f2ng l\u1eb7p t\u1ef1 \u0111\u1ed9ng.<\/strong><\/p>\n\n\n\n Ph\u00e2n t\u00edch nh\u1eadn th\u1ee9c ch\u00ednh l\u00e0 qu\u00e1 tr\u00ecnh m\u00e1y h\u1ecdc. Thu\u1eadt to\u00e1n m\u00e1y h\u1ecdc di\u1ec5n gi\u1ea3i t\u1eeb c\u00e1c d\u1eef li\u1ec7u v\u00e0 c\u00e1c m\u1eabu \u0111\u00e3 c\u00f3, \u0111\u01b0a ra c\u00e1c k\u1ebft lu\u1eadn d\u1ef1a tr\u00ean ki\u1ebfn th\u1ee9c hi\u1ec7n t\u1ea1i, sau \u0111\u00f3 th\u00eam nh\u1eefng k\u1ebft qu\u1ea3 n\u00e0y v\u00e0o v\u1ed1n ki\u1ebfn th\u1ee9c \u0111\u1ec3 ti\u1ebfp t\u1ee5c \u0111\u01b0a ra c\u00e1c di\u1ec5n gi\u1ea3i v\u1ec1 t\u01b0\u01a1ng lai, t\u1ea1o ra m\u1ed9t v\u00f2ng l\u1eb7p t\u1ef1 h\u1ecdc h\u1ecfi. C\u00e1c di\u1ec5n gi\u1ea3i kh\u00f4ng ph\u1ea3i l\u00e0 nh\u1eefng truy v\u1ea5n c\u00f3 c\u1ea5u tr\u00fac tr\u00ean nh\u1eefng d\u1eef li\u1ec7u quy chu\u1ea9n, thay v\u00e0o \u0111\u00f3, l\u00e0 nh\u1eefng d\u1ef1 \u0111o\u00e1n kh\u00f4ng c\u00f3 c\u1ea5u tr\u00fac \u0111\u01b0\u1ee3c thu th\u1eadp t\u1eeb nhi\u1ec1u ngu\u1ed3n v\u1edbi \u0111\u1ed9 tin c\u1eady thay \u0111\u1ed5i. Hi\u1ec7u qu\u1ea3 c\u1ee7a ph\u00e2n t\u00edch nh\u1eadn th\u1ee9c ho\u00e0n to\u00e0n ph\u1ee5 thu\u1ed9c v\u00e0o c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y, v\u00e0 s\u1ebd s\u1eed d\u1ee5ng c\u00e1c concept v\u1ec1 x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean \u0111\u1ec3 ph\u00e2n t\u00edch c\u00e1c ngu\u1ed3n d\u1eef li\u1ec7u ch\u01b0a \u0111\u01b0\u1ee3c d\u00f9ng t\u1edbi, v\u00ed d\u1ee5 nh\u01b0 nh\u1eadt k\u00fd cu\u1ed9c g\u1ecdi b\u00e1n h\u00e0ng hay review s\u1ea3n ph\u1ea9m.<\/p>\n","protected":false},"excerpt":{"rendered":" Ph\u00e2n t\u00edch d\u1eef li\u1ec7u doanh nghi\u1ec7p l\u00e0 c\u00f4ng vi\u1ec7c khai th\u00e1c d\u1eef li\u1ec7u (data) b\u00ean trong v\u00e0 b\u00ean ngo\u00e0i doanh nghi\u1ec7p, \u0111\u01b0a ra nh\u1eefng th\u00f4ng tin (information) c\u1ea7n thi\u1ebft t\u1eeb \u0111\u00f3 h\u1ed7 tr\u1ee3 qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u (Data-driven decision making), gi\u00fap gia t\u0103ng hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng doanh nghi\u1ec7p. C\u00f3…<\/p>\n","protected":false},"author":1,"featured_media":2587,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[6],"tags":[],"class_list":["post-2586","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dss"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/bpovietnam.com.vn\/index.php\/wp-json\/wp\/v2\/posts\/2586","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bpovietnam.com.vn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/bpovietnam.com.vn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/bpovietnam.com.vn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/bpovietnam.com.vn\/index.php\/wp-json\/wp\/v2\/comments?post=2586"}],"version-history":[{"count":1,"href":"https:\/\/bpovietnam.com.vn\/index.php\/wp-json\/wp\/v2\/posts\/2586\/revisions"}],"predecessor-version":[{"id":2588,"href":"https:\/\/bpovietnam.com.vn\/index.php\/wp-json\/wp\/v2\/posts\/2586\/revisions\/2588"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/bpovietnam.com.vn\/index.php\/wp-json\/wp\/v2\/media\/2587"}],"wp:attachment":[{"href":"https:\/\/bpovietnam.com.vn\/index.php\/wp-json\/wp\/v2\/media?parent=2586"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bpovietnam.com.vn\/index.php\/wp-json\/wp\/v2\/categories?post=2586"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bpovietnam.com.vn\/index.php\/wp-json\/wp\/v2\/tags?post=2586"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}