{"id":11078,"date":"2021-12-29T07:04:12","date_gmt":"2021-12-29T07:04:12","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=11078"},"modified":"2021-12-29T07:04:12","modified_gmt":"2021-12-29T07:04:12","slug":"tang-toc-linh-vuc-dich-vu-tai-chinh-voi-ai","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/tang-toc-linh-vuc-dich-vu-tai-chinh-voi-ai-p11078\/","title":{"rendered":"T\u0103ng t\u1ed1c l\u0129nh v\u1ef1c d\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh v\u1edbi AI"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>AI \u0111ang t\u1ea1o ra t\u01b0\u01a1ng lai t\u01b0\u01a1i s\u00e1ng h\u01a1n cho ng\u01b0\u1eddi ti\u00eau d\u00f9ng v\u00e0 doanh nghi\u1ec7p trong l\u0129nh v\u1ef1c d\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh.\u00a0T\u1eeb c\u00e1c ng\u00e2n h\u00e0ng truy\u1ec1n th\u1ed1ng \u0111\u1ebfn c\u00e1c fintech m\u1edbi, ng\u00e0nh d\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh \u0111ang \u0111\u1ea9y m\u1ea1nh c\u00e1c \u1ee9ng d\u1ee5ng v\u1edbi AI nh\u01b0 ng\u0103n ch\u1eb7n gian l\u1eadn trong thanh to\u00e1n, t\u1ef1 \u0111\u1ed9ng h\u00f3a y\u00eau c\u1ea7u b\u1ed3i th\u01b0\u1eddng b\u1ea3o hi\u1ec3m v\u00e0 t\u0103ng t\u1ed1c c\u00e1c chi\u1ebfn l\u01b0\u1ee3c giao d\u1ecbch.<\/p>\n<p>T\u1eadp m\u1edbi nh\u1ea5t trong lo\u1ea1t video &#8220;I AM AI&#8221; mang nh\u1eefng c\u00e2u chuy\u1ec7n c\u00f4ng ngh\u1ec7 n\u00e0y tr\u1edf n\u00ean s\u1ed1ng \u0111\u1ed9ng b\u1eb1ng c\u00e1ch gi\u1edbi thi\u1ec7u v\u1ec1 c\u00e1c doanh nghi\u1ec7p t\u00e0i ch\u00ednh to\u00e0n c\u1ea7u v\u00e0 c\u00e1c c\u00f4ng ty kh\u1edfi nghi\u1ec7p \u0111ang l\u00e0m thay \u0111\u1ed5i l\u0129nh v\u1ef1c ng\u00e2n h\u00e0ng, b\u1ea3o hi\u1ec3m v\u00e0 thanh to\u00e1n.<\/p>\n<p><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/CE5INIVcAes?feature=oembed\" width=\"560\" height=\"315\" frameborder=\"0\" data-mce-fragment=\"1\"><\/iframe><\/p>\n<h2>T\u1ef1 \u0111\u1ed9ng h\u00f3a y\u00eau c\u1ea7u b\u1ed3i th\u01b0\u1eddng b\u1ea3o hi\u1ec3m v\u00e0 x\u1eed l\u00fd t\u00e0i li\u1ec7u<\/h2>\n<p>Ping An, c\u00f4ng ty b\u1ea3o hi\u1ec3m t\u00e0i s\u1ea3n v\u00e0 th\u01b0\u01a1ng vong l\u1edbn nh\u1ea5t Trung Qu\u1ed1c, s\u1eed d\u1ee5ng ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh d\u1ef1a tr\u00ean GPU NVIDIA v\u00e0 AI \u0111\u1ec3 nhanh ch\u00f3ng t\u00ednh to\u00e1n thi\u1ec7t h\u1ea1i do va ch\u1ea1m xe, t\u1ef1 \u0111\u1ed9ng h\u00f3a vi\u1ec7c x\u1eed l\u00fd y\u00eau c\u1ea7u \u0111\u1ed1i v\u1edbi c\u00e1c tr\u01b0\u1eddng h\u1ee3p \u0111\u01a1n gi\u1ea3n v\u00e0 r\u00f5 r\u00e0ng, \u01b0\u1edbc t\u00ednh chi ph\u00ed v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c khi\u1ebfu n\u1ea1i gian l\u1eadn.\u00a0Tr\u1ea3i nghi\u1ec7m t\u1ef1 \u0111\u1ed9ng n\u00e0y gi\u00fap mang \u0111\u1ebfn d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng t\u1ed1t h\u01a1n, \u00edt tr\u01b0\u1eddng h\u1ee3p gian l\u1eadn b\u1ea3o hi\u1ec3m h\u01a1n v\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n<p>CAPE Analytics, m\u1ed9t c\u00f4ng ty kh\u1edfi nghi\u1ec7p v\u1ec1 <a class=\"iblink\" href=\"\/blog\/tag\/computer-vision\/\">th\u1ecb gi\u00e1c m\u00e1y t\u00ednh<\/a>, \u0111ang chuy\u1ec3n \u0111\u1ed5i ng\u00e0nh b\u1ea3o hi\u1ec3m t\u00e0i s\u1ea3n b\u1eb1ng c\u00e1ch ph\u00e2n t\u00edch d\u1eef li\u1ec7u kh\u00f4ng gian \u0111\u1ecba l\u00fd \u0111\u1ec3 \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh b\u1ea3o l\u00e3nh ch\u00ednh x\u00e1c h\u01a1n v\u00e0 gi\u1ea3m thi\u1ec3u th\u1ea3m h\u1ecda ch\u00e1y r\u1eebng.\u00a0Th\u00e0nh vi\u00ean c\u1ee7a\u00a0<a href=\"https:\/\/www.nvidia.com\/en-us\/startups\/\">NVIDIA Inception<\/a> n\u00e0y s\u1eed d\u1ee5ng AI \u0111\u1ec3 t\u1ea1o ra d\u1eef li\u1ec7u chi ti\u1ebft v\u1ec1 m\u1eadt \u0111\u1ed9 th\u1ef1c v\u1eadt, v\u1eadt li\u1ec7u m\u00e1i v\u00e0 m\u1ee9c \u0111\u1ed9 g\u1ea7n v\u1edbi c\u00e1c c\u1ea5u tr\u00fac xung quanh &#8211; t\u00ednh to\u00e1n ch\u00ednh x\u00e1c h\u01a1n r\u1ee7i ro v\u00e0 gi\u00fap ch\u1ee7 nh\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c h\u00e0nh \u0111\u1ed9ng \u0111\u1ec3 gi\u1ea3m thi\u1ec7t h\u1ea1i t\u00e0i s\u1ea3n ti\u1ec1m \u1ea9n.<\/p>\n<p>Applica, m\u1ed9t fintech, tri\u1ec3n khai c\u00e1c ti\u1ebfn b\u1ed9 trong AI \u0111\u1ec3 chu\u1ea9n h\u00f3a c\u00e1c quy tr\u00ecnh c\u00f4ng vi\u1ec7c d\u1ef1a tr\u00ean v\u0103n b\u1ea3n nh\u1eb1m mang hi\u1ec7u su\u1ea5t l\u1ea1i t\u1ed1t h\u01a1n con ng\u01b0\u1eddi.\u00a0N\u1ec1n t\u1ea3ng t\u1ef1 \u0111\u1ed9ng h\u00f3a x\u1eed l\u00fd v\u0103n b\u1ea3n b\u1eb1ng robot c\u1ee7a n\u00f3 s\u1eed d\u1ee5ng GPU NVIDIA \u0111\u1ec3 \u0111\u00e0o t\u1ea1o m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y v\u00e0 suy lu\u1eadn trong m\u00f4i tr\u01b0\u1eddng v\u1eadn h\u00e0nh.\u00a0\u0110i\u1ec1u n\u00e0y gi\u00fap lo\u1ea1i b\u1ecf t\u1edbi 90% l\u1ed7i th\u1ee7 c\u00f4ng, t\u0103ng t\u1ed1c \u0111\u1ed9 lu\u00e2n chuy\u1ec3n t\u00e0i li\u1ec7u l\u00ean m\u1ee9c d\u01b0\u1edbi m\u1ed9t gi\u00e2y v\u00e0 gi\u1ea3m n\u1ed7 l\u1ef1c lao \u0111\u1ed9ng c\u1ee7a nh\u00e2n vi\u00ean l\u00ean \u0111\u1ebfn 75%.<\/p>\n<h2>C\u00e1c ng\u00e2n h\u00e0ng \u00e1p d\u1ee5ng AI \u0111\u1ec3 t\u0103ng t\u1ed1c \u0111\u00e0o t\u1ea1o m\u00f4 h\u00ecnh v\u00e0 c\u1eaft gi\u1ea3m chi ph\u00ed<\/h2>\n<p>Bank of Montreal ch\u1ea1y c\u00e1c m\u00f4 h\u00ecnh ph\u00e1i sinh ph\u1ee9c t\u1ea1p \u0111\u1ec3 t\u00ecm ra gi\u00e1 h\u1ee3p l\u00fd cho c\u00e1c h\u1ee3p \u0111\u1ed3ng t\u00e0i ch\u00ednh \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong \u0111\u1ecbnh gi\u00e1 v\u00e0 qu\u1ea3n l\u00fd r\u1ee7i ro.\u00a0C\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c cung c\u1ea5p th\u00f4ng tin v\u1ec1 AI n\u00e0y &#8211; \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o b\u1edfi Riskfuel, m\u1ed9t c\u00f4ng ty kh\u1edfi nghi\u1ec7p c\u00f3 tr\u1ee5 s\u1edf t\u1ea1i Toronto v\u00e0 c\u0169ng l\u00e0 th\u00e0nh vi\u00ean c\u1ee7a NVIDIA Inception, tr\u00ean 650 tri\u1ec7u \u0111i\u1ec3m d\u1eef li\u1ec7u v\u00e0 \u0111\u01b0\u1ee3c tri\u1ec3n khai \u0111\u1ec3 suy lu\u1eadn tr\u00ean GPU NVIDIA A100 ho\u1eb7c Tesla T4 &#8211; c\u00f3 th\u1ec3 th\u00fac \u0111\u1ea9y d\u00f2ng ch\u1ea3y th\u01b0\u01a1ng m\u1ea1i cao h\u01a1n, t\u1ea1o ra th\u00f4ng tin n\u1eafm b\u1eaft m\u1edbi v\u1ec1 r\u1ee7i ro v\u00e0 d\u1eabn \u0111\u1ebfn thi\u1ebft k\u1ebf v\u00e0 l\u1ef1a ch\u1ecdn s\u1ea3n ph\u1ea9m t\u1ed1t h\u01a1n cho kh\u00e1ch h\u00e0ng c\u1ee7a Riskfuel.<\/p>\n<p>Capital One\u00a0s\u1eed d\u1ee5ng Dask v\u00e0 RAPIDS, m\u1ed9t b\u1ed9 th\u01b0 vi\u1ec7n \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a b\u1eb1ng GPU \u0111\u1ec3 t\u0103ng t\u1ed1c c\u00e1c pipeline cho vi\u1ec7c ph\u00e2n t\u00edch v\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u, nh\u1eb1m \u0111\u1ea1t \u0111\u01b0\u1ee3c\u00a0s\u1ef1 t\u0103ng t\u1ed1c g\u1ea5p 100 l\u1ea7n v\u1ec1 th\u1eddi gian \u0111\u00e0o t\u1ea1o m\u00f4 h\u00ecnh\u00a0v\u00e0 gi\u1ea3m g\u1ea7n 98% chi ph\u00ed.\u00a0\u0110\u1ed9i ng\u0169 c\u00e1c nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 k\u1ef9 s\u01b0 h\u1ecdc m\u00e1y c\u1ee7a h\u1ecd s\u1eed d\u1ee5ng x\u1eed l\u00fd d\u1eef li\u1ec7u ph\u00e2n t\u00e1n v\u00e0 t\u0103ng t\u1ed1c \u0111\u1ec3 ph\u00e2n t\u00edch t\u00e0i ch\u00ednh v\u00e0 t\u00edn d\u1ee5ng.<\/p>\n<h2>Tr\u1ee3 l\u00fd \u1ea3o AI c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng<\/h2>\n<p>Square, c\u00f4ng ty h\u00e0ng \u0111\u1ea7u to\u00e0n c\u1ea7u v\u1ec1 thanh to\u00e1n, ph\u00e1t tri\u1ec3n tr\u1ee3 l\u00fd \u1ea3o Square Assistant, s\u1eed d\u1ee5ng conversational\u00a0AI \u0111\u1ec3 l\u00ean l\u1ecbch c\u00e1c cu\u1ed9c h\u1eb9n v\u1edbi kh\u00e1ch h\u00e0ng m\u1edbi v\u00e0 kh\u00e1ch h\u00e0ng c\u0169.\u00a0C\u00e1c m\u00f4 h\u00ecnh AI n\u00e0y \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c jobs c\u00f3 l\u01b0\u1ee3ng th\u00f4ng s\u1ed1 kh\u1ed5ng l\u1ed3 (hyperparameter) ch\u1ea1y tr\u00ean GPU NVIDIA b\u00ean trong n\u1ec1n t\u1ea3ng AWS c\u1ee7a Amazon.\u00a0Sau khi h\u1ecd \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o v\u00e0 s\u1eb5n s\u00e0ng tri\u1ec3n khai, Square nh\u1eadn th\u1ea5y r\u1eb1ng c\u00e1c t\u00e1c v\u1ee5 suy lu\u1eadn tr\u00ean c\u00e1c m\u00f4 h\u00ecnh l\u1edbn nh\u01b0 RoBERTa ch\u1ea1y tr\u00ean d\u1ecbch v\u1ee5 GPU AWS nhanh h\u01a1n 10 l\u1ea7n so v\u1edbi tr\u00ean CPU.<\/p>\n<p>Intuit\u00a0s\u1eed d\u1ee5ng conversational\u00a0AI v\u00e0 tr\u1ee3 l\u00fd AI th\u00f4ng minh \u0111\u1ec3 h\u1ed7 tr\u1ee3 v\u1ec1 n\u0103ng l\u1ef1c t\u00e0i ch\u00ednh cho c\u00e1c c\u00e1 nh\u00e2n, ng\u01b0\u1eddi lao \u0111\u1ed9ng t\u1ef1 do v\u00e0 ch\u1ee7 doanh nghi\u1ec7p nh\u1ecf.\u00a0C\u00f4ng ty s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 AI, ch\u1eb3ng h\u1ea1n nh\u01b0 c\u00f4ng ngh\u1ec7 tri th\u1ee9c, h\u1ecdc m\u00e1y v\u00e0 x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean &#8211; NLP, \u0111\u1ec3 cung c\u1ea5p h\u1ed7 tr\u1ee3 c\u00f3 m\u1ee5c ti\u00eau v\u00e0 c\u00e1 nh\u00e2n h\u00f3a v\u1edbi c\u00e1c chuy\u00ean gia \u1ea3o, t\u1ef1 \u0111\u1ed9ng h\u00f3a qu\u00e1 tr\u00ecnh x\u1eed l\u00fd t\u00e0i li\u1ec7u t\u00e0i ch\u00ednh v\u00e0 th\u1eadm ch\u00ed d\u1ef1 b\u00e1o d\u00f2ng ti\u1ec1n cho c\u00e1c doanh nghi\u1ec7p nh\u1ecf.<\/p>\n<h2>Ki\u1ebfn t\u1ea1o t\u01b0\u01a1ng lai c\u1ee7a c\u00e1c d\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh v\u1edbi AI<\/h2>\n<p>N\u1ec1n t\u1ea3ng \u0111i\u1ec7n to\u00e1n t\u0103ng t\u1ed1c to\u00e0n ph\u1ea7n (full-stack) c\u1ee7a NVIDIA cho ph\u00e9p c\u00e1c ng\u00e2n h\u00e0ng, th\u01b0\u01a1ng gia, nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 thanh to\u00e1n, c\u00f4ng ty b\u1ea3o hi\u1ec3m v\u00e0 fintech cung c\u1ea5p c\u00e1c d\u1ecbch v\u1ee5 n\u00e2ng cao nh\u1eb1m n\u00e2ng cao gi\u00e1 tr\u1ecb l\u00e2u d\u00e0i cho kh\u00e1ch h\u00e0ng v\u00e0 gi\u1ea3m chi ph\u00ed ho\u1ea1t \u0111\u1ed9ng trong c\u00e1c doanh nghi\u1ec7p c\u1ee7a h\u1ecd v\u00e0 kh\u00e1ch h\u00e0ng c\u1ee7a h\u1ecd.<\/p>\n<p><em>Theo<\/em> NVIDIA 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chuy\u00ean nghi\u1ec7p c\u1ee7a NVIDIA<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22969\">T\u1eeb Orin \u0111\u1ebfn Thor: B\u01b0\u1edbc nh\u1ea3y v\u1ecdt ki\u1ebfn tr\u00fac c\u1ee7a NVIDIA JetPack 7.0 v\u00e0 t\u01b0\u01a1ng lai c\u1ee7a robot h\u00ecnh ng\u01b0\u1eddi<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22887\">T\u1ea1i sao g\u1ecdi NVIDIA DGX Spark l\u00e0 Si\u00eau m\u00e1y t\u00ednh AI c\u00e1 nh\u00e2n?<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>AI &#273;ang t&#7841;o ra t&#432;&#417;ng lai t&#432;&#417;i s&aacute;ng h&#417;n cho ng&#432;&#7901;i ti&ecirc;u d&ugrave;ng v&agrave; doanh nghi&#7879;p trong l&#297;nh v&#7921;c d&#7883;ch v&#7909; t&agrave;i ch&iacute;nh.&nbsp;T&#7915; c&aacute;c ng&acirc;n h&agrave;ng truy&#7873;n th&#7889;ng &#273;&#7871;n c&aacute;c fintech m&#7899;i, ng&agrave;nh d&#7883;ch v&#7909; t&agrave;i ch&iacute;nh &#273;ang &#273;&#7849;y m&#7841;nh c&aacute;c &#7913;ng d&#7909;ng v&#7899;i AI nh&#432; ng&#259;n ch&#7863;n gian l&#7853;n trong thanh to&aacute;n, t&#7921; &#273;&#7897;ng&#8230;<\/p>\n","protected":false},"author":2,"featured_media":11080,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,1],"tags":[477,1314],"class_list":["post-11078","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-tong-hop","tag-ai-application","tag-nvidia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>T\u0103ng t\u1ed1c l\u0129nh v\u1ef1c d\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh v\u1edbi AI - Blog | TheGioiMayChu<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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