{"id":728,"date":"2022-09-30T09:37:26","date_gmt":"2022-09-30T09:37:26","guid":{"rendered":"https:\/\/uptempo-vn.com\/?p=728"},"modified":"2022-10-27T07:35:56","modified_gmt":"2022-10-27T07:35:56","slug":"dan-nhan-du-lieu-corpus","status":"publish","type":"post","link":"https:\/\/uptempo-vn.com\/vi\/dan-nhan-du-lieu-corpus\/","title":{"rendered":"Corpus"},"content":{"rendered":"

\u0110\u1ed9i ng\u0169 Uptempo Data v\u1eadn h\u00e0nh v\u00e0 x\u00e2y d\u1ef1ng d\u1eef li\u1ec7u v\u0103n b\u1ea3n c\u1ee7a h\u01a1n 10 tri\u1ec7u c\u00e2u m\u1ed7i n\u0103m m\u1ed9t c\u00e1ch c\u00f3 h\u1ec7 th\u1ed1ng. V\u1edbi \u0111\u1ed9i ng\u0169 bi\u00ean d\u1ecbch vi\u00ean chuy\u00ean nghi\u1ec7p t\u1eeb h\u01a1n 50 qu\u1ed1c gia, h\u01a1n 30 c\u1eb7p ng\u00f4n ng\u1eef tr\u00ean to\u00e0n th\u1ebf gi\u1edbi v\u00e0 “ho\u1ea1t \u0111\u1ed9ng c\u1ed9ng \u0111\u1ed3ng”, ch\u00fang t\u00f4i c\u00f3 th\u1ec3 gi\u1ea3i quy\u1ebft th\u1ecfa \u0111\u00e1ng c\u00e1c d\u1ef1 \u00e1n d\u1eef li\u1ec7u ng\u1eef li\u1ec7u ng\u00f4n ng\u1eef l\u1edbn v\u00e0 \u0111\u1eb7c bi\u1ec7t m\u00e0 c\u00e1c c\u00f4ng ty kh\u00e1c kh\u00f3 th\u1ef1c hi\u1ec7n.<\/span><\/p>\n

 <\/p>\n

Qu\u00e1 tr\u00ecnh c\u1ee7a ch\u00fang t\u00f4i:<\/b><\/p>\n

 <\/p>\n

    \n
  1. Thi\u1ebft k\u1ebf t\u1ec7p:<\/span><\/li>\n<\/ol>\n

    Ch\u00fang t\u00f4i ph\u00e1t hi\u1ec7n c\u00e1c c\u00e2u sai v\u00e0 c\u00e1c c\u00e2u kh\u00f4ng hi\u1ec7u qu\u1ea3 b\u1eb1ng c\u00e1ch xem x\u00e9t to\u00e0n b\u1ed9 t\u1ec7p c\u00f4ng vi\u1ec7c.<\/span><\/p>\n

      \n
    1. Ph\u00e2n c\u00f4ng t\u1ec7p:<\/span><\/li>\n<\/ol>\n

      \u0110\u1ed9 kh\u00f3 v\u00e0 l\u0129nh v\u1ef1c \u0111\u01b0\u1ee3c chia nh\u1ecf, v\u00e0 c\u00e1c chuy\u00ean gia th\u00edch h\u1ee3p \u0111\u01b0\u1ee3c xem x\u00e9t v\u00e0 ch\u1ec9 \u0111\u1ecbnh.<\/span><\/p>\n

        \n
      1. Gi\u00e1m s\u00e1t tr\u1ef1c ti\u1ebfp:<\/span><\/li>\n<\/ol>\n

        B\u1eb1ng c\u00e1ch l\u00e0m vi\u1ec7c tr\u00ean Cloud, m\u1ecdi nh\u00e2n vi\u00ean c\u00f3 th\u1ec3 xem tr\u1ea1ng th\u00e1i c\u00f4ng vi\u1ec7c trong th\u1eddi gian th\u1ef1c.<\/span><\/p>\n

          \n
        1. \u0110\u1ed1i chi\u1ebfu b\u1ea3n d\u1ecbch AI:<\/span><\/li>\n<\/ol>\n

          N\u1ebfu t\u1ef7 l\u1ec7 tr\u00f9ng kh\u1edbp v\u1edbi c\u00e1c tr\u00ecnh d\u1ecbch m\u00e1y kh\u00e1c cao, ch\u00fang t\u00f4i s\u1ebd r\u00e0 so\u00e1t lo\u1ea1i s\u1ea3n ph\u1ea9m t\u1eeb \u0111\u1ea7u m\u1ed9t l\u1ea7n n\u1eefa.<\/span><\/p>\n

            \n
          1. \u0110\u00e1nh gi\u00e1 ch\u1ea5t l\u01b0\u1ee3ng:<\/span><\/li>\n<\/ol>\n

            Ch\u00fang t\u00f4i th\u1ef1c hi\u1ec7n \u0111\u00e1nh gi\u00e1 ch\u1ea5t l\u01b0\u1ee3ng kh\u00e1ch quan v\u00e0 c\u00e1c h\u1ed3 s\u01a1 c\u00f3 \u0111i\u1ec3m th\u1ea5p s\u1ebd tr\u1ea3i qua vi\u1ec7c r\u00e0 so\u00e1t l\u1ea7n hai.<\/span><\/p>\n

              \n
            1. Thu nh\u1eadn\/ph\u00e2n ph\u1ed1i t\u1ec7p:<\/span><\/li>\n<\/ol>\n

              Khi c\u00e1c t\u1ec7p cu\u1ed1i c\u00f9ng \u0111\u01b0\u1ee3c t\u1eadp h\u1ee3p, vi\u1ec7c xem x\u00e9t l\u1ea7n cu\u1ed1i \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n v\u00e0 c\u00e1c t\u1ec7p ho\u00e0n thi\u1ec7n t\u1ed1i \u01b0u s\u1ebd \u0111\u01b0\u1ee3c giao cho kh\u00e1ch h\u00e0ng.<\/span><\/p>\n

               <\/p>\n

              Ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng \u0111\u1ec3 x\u00e2y d\u1ef1ng kho d\u1eef li\u1ec7u:<\/b><\/p>\n

               <\/p>\n

              T\u1eeb vi\u1ec7c chu\u1ea9n b\u1ecb d\u1eef li\u1ec7u v\u0103n b\u1ea3n \u0111\u1ebfn x\u00e2y d\u1ef1ng v\u00e0 s\u1eed d\u1ee5ng d\u1eef li\u1ec7u cu\u1ed1i c\u00f9ng, nh\u00f3m Uptempo Data \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng cao cho l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u.<\/span><\/p>\n

               <\/p>\n

                \n
              1. Ki\u1ec3m tra mi\u1ec1n<\/span><\/li>\n<\/ol>\n

                Ki\u1ec3m tra xem c\u00e1c mi\u1ec1n ch\u1eb3ng h\u1ea1n nh\u01b0 ph\u00e1p l\u00fd \/ y t\u1ebf \/ tr\u00f2 ch\u01a1i \/ CNTT c\u00f3 kh\u1edbp hay kh\u00f4ng<\/span><\/p>\n

                  \n
                1. Ki\u1ec3m tra \u0111\u1ed9 d\u00e0i c\u00e2u<\/span><\/li>\n<\/ol>\n

                  Ph\u00e2n t\u00edch \u0111\u1ed9 d\u00e0i c\u00e2u gi\u1eefa ng\u00f4n ng\u1eef ngu\u1ed3n v\u00e0 ng\u00f4n ng\u1eef \u0111\u00edch, d\u1ecbch l\u1ea1i n\u1ebfu \u0111\u1ed9 d\u00e0i c\u00e2u gi\u1eefa hai ng\u00f4n ng\u1eef n\u00e0y kh\u00e1c nhau cao<\/span><\/p>\n

                    \n
                  1. Sao ch\u00e9p<\/span><\/li>\n<\/ol>\n

                    Lo\u1ea1i b\u1ecf c\u00e1c c\u00e2u kh\u1edbp ho\u00e0n to\u00e0n<\/span><\/p>\n

                      \n
                    1. Ph\u00e2n t\u00edch s\u1ef1 gi\u1ed1ng nhau \u1edf b\u1ea3n d\u1ecbch m\u00e1y<\/span><\/li>\n<\/ol>\n

                      Ph\u00e2n t\u00edch s\u1ef1 t\u01b0\u01a1ng \u0111\u01b0\u01a1ng c\u1ee7a b\u1ea3n d\u1ecbch m\u00e1y b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng ch\u1ec9nh s\u1eeda Distance (d\u1ecbch l\u1ea1i cho c\u00e1c chu\u1ed7i c\u00f3 \u0111\u1ed9 t\u01b0\u01a1ng \u0111\u1ed3ng cao)<\/span><\/p>\n

                        \n
                      1. X\u00e1c minh s\u1ef1 ph\u00f9 h\u1ee3p v\u1ec1 ng\u1eef ngh\u0129a<\/span><\/li>\n<\/ol>\n

                        \u0110\u00e1nh gi\u00e1 ch\u1ea5t l\u01b0\u1ee3ng s\u1ef1 ph\u00f9 h\u1ee3p v\u1ec1 ng\u1eef ngh\u0129a th\u00f4ng qua chuy\u00ean gia c\u1ee7a b\u00ean th\u1ee9 ba<\/span><\/p>\n

                          \n
                        1. X\u00e1c th\u1ef1c m\u00f4 h\u00ecnh AI<\/span><\/li>\n<\/ol>\n

                          X\u00e1c th\u1ef1c d\u1eef li\u1ec7u b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng nh\u1eefng gi\u1ea3i ph\u00e1p AI<\/span><\/p>\n

                            \n
                          1. Ph\u00e2n ph\u1ed1i<\/span><\/li>\n<\/ol>\n

                            Ph\u00e2n ph\u1ed1i \u1edf d\u1ea1ng t\u1ec7p do kh\u00e1ch h\u00e0ng y\u00eau c\u1ea7u, ch\u1eb3ng h\u1ea1n nh\u01b0 CSV, JSON, v.v.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

                            \u0110\u1ed9i ng\u0169 Uptempo Data v\u1eadn h\u00e0nh v\u00e0 x\u00e2y d\u1ef1ng d\u1eef li\u1ec7u v\u0103n b\u1ea3n c\u1ee7a h\u01a1n 10 tri\u1ec7u c\u00e2u m\u1ed7i n\u0103m m\u1ed9t c\u00e1ch c\u00f3 h\u1ec7 th\u1ed1ng. V\u1edbi \u0111\u1ed9i ng\u0169 bi\u00ean d\u1ecbch vi\u00ean chuy\u00ean nghi\u1ec7p t\u1eeb h\u01a1n 50 qu\u1ed1c gia, h\u01a1n 30 c\u1eb7p ng\u00f4n ng\u1eef tr\u00ean to\u00e0n th\u1ebf gi\u1edbi v\u00e0 “ho\u1ea1t \u0111\u1ed9ng c\u1ed9ng \u0111\u1ed3ng”, ch\u00fang t\u00f4i c\u00f3…<\/p>\n","protected":false},"author":4,"featured_media":633,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[10],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/uptempo-vn.com\/vi\/wp-json\/wp\/v2\/posts\/728"}],"collection":[{"href":"https:\/\/uptempo-vn.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/uptempo-vn.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/uptempo-vn.com\/vi\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/uptempo-vn.com\/vi\/wp-json\/wp\/v2\/comments?post=728"}],"version-history":[{"count":0,"href":"https:\/\/uptempo-vn.com\/vi\/wp-json\/wp\/v2\/posts\/728\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/uptempo-vn.com\/vi\/wp-json\/wp\/v2\/media\/633"}],"wp:attachment":[{"href":"https:\/\/uptempo-vn.com\/vi\/wp-json\/wp\/v2\/media?parent=728"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/uptempo-vn.com\/vi\/wp-json\/wp\/v2\/categories?post=728"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/uptempo-vn.com\/vi\/wp-json\/wp\/v2\/tags?post=728"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}