{"id":1461,"date":"2025-05-02T00:00:42","date_gmt":"2025-05-01T16:00:42","guid":{"rendered":"https:\/\/cleardatascience.com\/?p=1461"},"modified":"2025-02-19T17:44:50","modified_gmt":"2025-02-19T09:44:50","slug":"empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning","status":"publish","type":"post","link":"https:\/\/cleardatascience.com\/zh-hant\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\/","title":{"rendered":"\u8ce6\u80fd AI \u5275\u65b0\uff1aClear Data Science Limited \u5728\u751f\u6210\u5f0f AI \u548c\u6a5f\u5668\u5b78\u7fd2\u65b9\u9762\u7684\u5c08\u696d\u77e5\u8b58"},"content":{"rendered":"

\u4ecb\u7d39<\/strong><\/h2>\n

\u5728 Clear Data Science Limited \uff08CDS\uff09\uff0c\u6211\u5011\u662f\u4e00\u652f\u7531\u9ad8\u6280\u80fd\u8a08\u7b97\u6a5f\u79d1\u5b78\u5bb6\u548c\u6578\u64da\u79d1\u5b78\u5bb6\u7d44\u6210\u7684\u5718\u968a\uff0c\u81f4\u529b\u65bc\u7a81\u7834\u4eba\u5de5\u667a\u6167\u7684\u754c\u9650\u3002\u6211\u5011\u7684\u5c08\u9577\u5728\u65bc\u69cb\u5efa\u3001\u8a13\u7df4\u548c\u6539\u9032\u751f\u6210\u5f0f<\/strong> AI <\/strong>\uff08GenAI<\/strong>\uff09 <\/strong>\u548c\u5927\u578b\u8a9e\u8a00\u6a21\u578b <\/strong>\uff08LLM<\/strong>\uff09<\/strong>\uff0c\u4ee5\u4fbf\u70ba\u4f01\u696d\u5275\u5efa\u91cf\u8eab\u5b9a\u88fd\u7684 AI \u89e3\u6c7a\u65b9\u6848\u3002\u5728\u6211\u5011\u7684\u59ca\u59b9\u516c\u53f8 Archsolution Limited \u7684\u652f\u63f4\u4e0b\uff0c\u6211\u5011\u63d0\u4f9b\u7aef\u5230\u7aef\u7684 AI \u8aee\u8a62\u548c\u57fa\u790e\u8a2d\u65bd\u89e3\u6c7a\u65b9\u6848\uff0c\u78ba\u4fdd\u7d44\u7e54\u80fd\u5920\u5b89\u5168\u6709\u6548\u5730\u5229\u7528 AI \u7684\u5168\u90e8\u6f5b\u529b\u3002<\/p>\n

 <\/p>\n

 <\/p>\n

\"\"<\/p>\n

 <\/p>\n

 <\/p>\n

 <\/p>\n

CDS <\/strong>\u7684\u5c16\u7aef AI <\/strong>\u958b\u767c<\/strong><\/h2>\n

CDS \u5c08\u6ce8\u65bc\u958b\u767c AI \u9a45\u52d5\u7684\u89e3\u6c7a\u65b9\u6848\uff0c\u4ee5\u63a8\u52d5\u8de8\u884c\u696d\u5275\u65b0\u3002\u6211\u5011\u7684\u5c08\u696d\u77e5\u8b58\u5305\u62ec\uff1a<\/p>\n

 <\/p>\n

    \n
  • LLM <\/strong>\u5fae\u8abf\u548c\u5b9a\u88fd\uff1a<\/strong>\u8abf\u6574\u548c\u5b8c\u5584 LLAMA-3 \u548c DeepSeek \u7b49\u9ad8\u7d1a\u6a21\u578b\uff0c\u4ee5\u6eff\u8db3\u7279\u5b9a\u7684\u696d\u52d9\u9700\u6c42\u3002<\/li>\n<\/ul>\n

     <\/p>\n

      \n
    • \u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\u958b\u767c\uff1a<\/strong>\u70ba\u9810\u6e2c\u5206\u6790\u3001\u81ea\u52d5\u5316\u548c\u6c7a\u7b56\u5236\u5b9a\u88fd\u4f5c AI \u6a21\u578b\u3002<\/li>\n<\/ul>\n

       <\/p>\n

        \n
      • AI <\/strong>\u57fa\u790e\u8a2d\u65bd\u8aee\u8a62\uff1a<\/strong>\u70ba\u4f01\u696d\u70ba\u672c\u5730\u90e8\u7f72\u8a2d\u7f6e\u5f37\u5927\u7684 AI \u57fa\u790e\u8a2d\u65bd\u63d0\u4f9b\u5efa\u8b70\u3002<\/li>\n<\/ul>\n

         <\/p>\n

          \n
        • AI <\/strong>\u5b89\u5168\u6027\u548c\u5408\u898f\u6027\uff1a<\/strong>\u78ba\u4fdd AI \u5be6\u65bd\u7b26\u5408\u884c\u696d\u6a19\u6e96\u548c\u6578\u64da\u96b1\u79c1\u6cd5\u898f\u3002<\/li>\n<\/ul>\n

           <\/p>\n

          \u6191\u85c9\u5728 AI \u548c\u6a5f\u5668\u5b78\u7fd2\u65b9\u9762\u7684\u591a\u5e74\u7d93\u9a57\uff0cCDS \u70ba\u4f01\u696d\u63d0\u4f9b\u91cf\u8eab\u5b9a\u88fd\u7684\u89e3\u6c7a\u65b9\u6848\uff0c\u4ee5\u512a\u5316\u5de5\u4f5c\u6d41\u7a0b\u3001\u63d0\u9ad8\u6548\u7387\u4e26\u91cb\u653e\u65b0\u6a5f\u6703\u3002<\/p>\n

           <\/p>\n

          \u6211\u5011\u7684\u9ad8\u6027\u80fd GPU <\/strong>\u4f3a\u670d\u5668\uff1aAI <\/strong>\u8a13\u7df4\u7684\u904a\u6232\u898f\u5247\u6539\u8b8a\u8005<\/strong><\/p>\n

           <\/p>\n

          \u70ba\u4e86\u652f\u63f4\u6211\u5011\u7684 AI \u958b\u767c\u5de5\u4f5c\uff0c\u6211\u5011\u69cb\u5efa\u4e86\u6700\u5148\u9032\u7684<\/strong> GPU <\/strong>\u4f3a\u670d\u5668<\/strong>\uff0c\u652f\u63f4\u5927\u898f\u6a21 AI \u6a21\u578b\u8a13\u7df4\u548c\u63a8\u7406\u3002\u6211\u5011\u4f3a\u670d\u5668\u7684\u4e3b\u8981\u898f\u683c\u5305\u62ec\uff1a<\/p>\n

           <\/p>\n

            \n
          • \u8655\u7406\u5668<\/strong>\uff1a AMD EPYC\uff08\u91dd\u5c0d\u591a\u7dda\u7a0b AI \u5de5\u4f5c\u8ca0\u8f09\u9032\u884c\u4e86\u512a\u5316\uff09<\/li>\n<\/ul>\n

             <\/p>\n

              \n
            • \u8a18\u61b6\u9ad4<\/strong>\uff1a 512GB RAM\uff08\u5c08\u70ba\u8655\u7406\u5927\u91cf\u6578\u64da\u96c6\u800c\u8a2d\u8a08\uff09<\/li>\n<\/ul>\n

               <\/p>\n

                \n
              • \u5716\u5f62\u8655\u7406\u55ae\u5143<\/strong> \uff08<\/strong>GPU<\/strong>\uff09<\/strong>\uff1a2 \u500b NVIDIA RTX 3090\uff0c\u5e36 NVLINK \u6a4b\u63a5\u5668\uff0c\u7528\u65bc\u589e\u5f37\u4e26\u884c\u8a08\u7b97<\/li>\n<\/ul>\n

                 <\/p>\n

                 <\/p>\n

                \u70ba\u4ec0\u9ebc\u6b64\u8a2d\u7f6e\u5f88\u91cd\u8981<\/strong><\/p>\n

                 <\/p>\n

                  \n
                • \u5353\u8d8a\u7684<\/strong> AI <\/strong>\u8655\u7406\u80fd\u529b\uff1a<\/strong>\u6211\u5011\u7684\u4f3a\u670d\u5668\u67b6\u69cb\u53ef\u78ba\u4fdd\u66f4\u5feb\u7684\u6a21\u578b\u8a13\u7df4\u548c\u63a8\u7406\uff0c\u9019\u5c0d\u65bc\u5fae\u8abf\u8907\u96dc\u7684 LLM \u81f3\u95dc\u91cd\u8981\u3002<\/li>\n<\/ul>\n

                   <\/p>\n

                    \n
                  • \u7528\u65bc\u9ad8\u901f<\/strong> GPU <\/strong>\u901a\u4fe1\u7684<\/strong> NVLINK<\/strong>\uff1a<\/strong>\u6211\u5011\u7684 RTX 3090 GPU \u4e4b\u9593\u7684 NVLINK \u6a4b\u63a5\u53ef\u5be6\u73fe\u7121\u7e2b\u8a18\u61b6\u9ad4\u5171\u7528\u548c\u589e\u5f37\u7684\u4e26\u884c\u8655\u7406\uff0c\u4f7f\u5176\u6210\u70ba\u8a13\u7df4<\/strong> LLAMA-3 <\/strong>\u548c<\/strong> DeepSeek <\/strong>\u7b49\u5927\u578b<\/strong> AI <\/strong>\u6a21\u578b<\/strong>\u7684\u7406\u60f3\u9078\u64c7\u3002<\/li>\n<\/ul>\n

                     <\/p>\n

                      \n
                    • \u91dd\u5c0d\u672c\u5730<\/strong> AI <\/strong>\u9032\u884c\u4e86\u512a\u5316\uff1a<\/strong>\u8207\u57fa\u65bc\u96f2\u7684\u66ff\u4ee3\u65b9\u6848\u76f8\u6bd4\uff0c\u901a\u904e\u5728\u672c\u5730\u904b\u884c AI \u5de5\u4f5c\u8ca0\u8f09\uff0c\u6211\u5011\u70ba\u4f01\u696d\u63d0\u4f9b\u4e86\u66f4\u9ad8\u7684\u5b89\u5168\u6027\u3001\u6578\u64da\u96b1\u79c1\u548c\u6210\u672c\u63a7\u5236\u3002<\/li>\n<\/ul>\n

                       <\/p>\n

                      \u91dd\u5c0d\u5be6\u969b\u61c9\u7528\u5fae\u8abf LLAMA-3 <\/strong>\u548c DeepSeek<\/strong><\/p>\n

                       <\/p>\n

                      CDS \u7684\u4e3b\u8981\u95dc\u6ce8\u9ede\u4e4b\u4e00\u662f\u5fae\u8abf<\/strong> LLAMA-3 <\/strong>\u548c DeepSeek<\/strong> \u7b49 LLM\uff0c\u4ee5\u958b\u767c AI \u9a45\u52d5\u7684\u61c9\u7528\u7a0b\u5f0f\u3002\u9019\u4e9b\u6a21\u578b\u5728\u5404\u7a2e\u696d\u52d9\u61c9\u7528\u7a0b\u5f0f\u4e2d\u90fd\u975e\u5e38\u6709\u7528\uff0c\u5305\u62ec\uff1a<\/p>\n

                       <\/p>\n

                        \n
                      • \u4fdd\u96aa\u516c\u53f8\u7684\u81ea\u52d5\u5316\u7d22\u8ce0\u8655\u7406<\/strong><\/li>\n<\/ul>\n

                        \u00a0<\/strong><\/p>\n

                          \n
                        • <\/strong>\u4eba\u5de5\u667a\u6167\u9a45\u52d5\u7684\u6b3a\u8a50\u6aa2\u6e2c\u7cfb\u7d71<\/strong><\/li>\n<\/ul>\n

                          \u00a0<\/strong><\/p>\n

                            \n
                          • \u667a\u6167\u5ba2\u6236\u652f\u63f4\u804a\u5929\u6a5f\u5668\u4eba<\/strong><\/li>\n<\/ul>\n

                            \u00a0<\/strong><\/p>\n

                              \n
                            • <\/strong>\u98a8\u96aa\u8a55\u4f30\u548c\u627f\u4fdd\u512a\u5316<\/strong><\/li>\n<\/ul>\n

                               <\/p>\n

                              \u901a\u904e\u5229\u7528\u6211\u5011 GPU \u9a45\u52d5\u7684 AI \u57fa\u790e\u8a2d\u65bd\uff0c\u6211\u5011\u53ef\u4ee5\u9ad8\u6548\u8655\u7406\u5927\u91cf\u6578\u64da\u96c6\uff0c\u78ba\u4fdd\u6a21\u578b\u7684\u6e96\u78ba\u6027\u548c\u6027\u80fd\u3002<\/p>\n

                               <\/p>\n

                              CDS <\/strong>\u512a\u52e2\uff1a\u672c\u5730 AI <\/strong>\u5be6\u73fe\u5b89\u5168\u6027\u3001\u6210\u672c\u6548\u76ca\u548c\u6578\u64da\u63a7\u5236<\/strong><\/p>\n

                               <\/p>\n

                              \u8207\u5e36\u4f86\u5b89\u5168\u6027\u548c\u6210\u672c\u6311\u6230\u7684\u57fa\u65bc\u96f2\u7684 AI \u89e3\u6c7a\u65b9\u6848\u4e0d\u540c\uff0cCDS \u5ba3\u5c0e\u672c\u5730<\/strong> AI <\/strong>\u90e8\u7f72<\/strong>\uff0c\u70ba\u4f01\u696d\u63d0\u4f9b\uff1a<\/p>\n

                               <\/p>\n

                                \n
                              1. <\/strong>\u7121\u8207\u502b\u6bd4\u7684\u6578\u64da\u5b89\u5168\u6027\u548c\u5408\u898f\u6027<\/strong><\/li>\n<\/ol>\n

                                \u00a0<\/strong><\/p>\n

                                \u5c07 AI \u57fa\u790e\u8a2d\u65bd\u4fdd\u7559\u5728\u5167\u90e8\u53ef\u78ba\u4fdd\u654f\u611f\u6578\u64da\u4fdd\u6301\u5b89\u5168\u4e26\u7b26\u5408 GDPR<\/strong>\u3001HIPAA <\/strong>\u548c ISO 27001<\/strong> \u7b49\u6cd5\u898f\u3002<\/p>\n

                                 <\/p>\n

                                  \n
                                1. <\/strong>\u64fa\u812b\u96f2\u4f9b\u61c9\u5546\u9396\u5b9a<\/strong><\/li>\n<\/ol>\n

                                  \u00a0<\/strong><\/p>\n

                                  \u8a31\u591a\u4f01\u696d\u9762\u81e8\u9ad8\u6210\u672c\u548c\u5c0d\u96f2 AI \u670d\u52d9\u7684\u4f9d\u8cf4\u3002\u901a\u904e\u5728\u672c\u5730\u90e8\u7f72 AI\uff0c\u7d44\u7e54\u53ef\u4ee5\uff1a<\/p>\n

                                   <\/p>\n

                                    \n
                                  • \u6e1b\u5c11\u7d93\u5e38\u6027\u8cbb\u7528<\/strong><\/li>\n<\/ul>\n

                                    \u00a0<\/strong><\/p>\n

                                      \n
                                    • \u4fdd\u6301\u5c0d<\/strong> AI <\/strong>\u6a21\u578b\u548c\u6578\u64da\u7684\u5b8c\u5168\u63a7\u5236<\/strong><\/li>\n<\/ul>\n

                                      \u00a0<\/strong><\/p>\n

                                        \n
                                      • \u81ea\u5b9a\u7fa9\u57fa\u790e\u8a2d\u65bd\u4ee5\u5be6\u73fe\u6700\u4f73\u6027\u80fd<\/strong><\/li>\n<\/ul>\n

                                        \u00a0<\/strong><\/p>\n

                                          \n
                                        1. <\/strong>\u512a\u5316\u7684 AI <\/strong>\u6027\u80fd<\/strong><\/li>\n<\/ol>\n

                                          \u00a0<\/strong><\/p>\n

                                          \u5728\u6211\u5011\u5b9a\u88fd\u7684<\/strong> GPU <\/strong>\u4f3a\u670d\u5668<\/strong>\u4e0a\u904b\u884c AI \u5de5\u4f5c\u8ca0\u8f09\u53ef\u4ee5\u6d88\u9664\u8207\u96f2\u76f8\u95dc\u7684\u5ef6\u9072\u548c\u6027\u80fd\u74f6\u9838\uff0c\u5f9e\u800c\u78ba\u4fdd\u6700\u9ad8\u6548\u7387\u3002<\/p>\n

                                           <\/p>\n

                                          CDS <\/strong>\u8aee\u8a62\u670d\u52d9\uff1a\u8aac\u660e\u4f01\u696d\u69cb\u5efa AI <\/strong>\u672a\u4f86<\/strong><\/p>\n

                                          \u9664\u4e86 AI \u958b\u767c\uff0cCDS \u9084\u63d0\u4f9b\u5168\u9762\u7684<\/strong> AI <\/strong>\u8aee\u8a62\u670d\u52d9<\/strong>\uff0c\u5305\u62ec\uff1a<\/p>\n

                                           <\/p>\n

                                            \n
                                          • AI <\/strong>\u57fa\u790e\u8a2d\u65bd\u8a2d\u7f6e\u548c\u512a\u5316<\/strong><\/li>\n<\/ul>\n

                                            \u00a0<\/strong><\/p>\n

                                              \n
                                            • \u5b9a\u88fd<\/strong> LLM <\/strong>\u5fae\u8abf\u548c\u57f9\u8a13<\/strong><\/li>\n<\/ul>\n

                                              \u00a0<\/strong><\/p>\n

                                                \n
                                              • \u4f01\u696d<\/strong> AI <\/strong>\u6230\u7565\u5236\u5b9a<\/strong><\/li>\n<\/ul>\n

                                                \u00a0<\/strong><\/p>\n

                                                  \n
                                                • AI <\/strong>\u5b89\u5168\u3001\u9053\u5fb7\u548c\u5408\u898f\u8aee\u8a62<\/strong><\/li>\n<\/ul>\n

                                                  \u6211\u5011\u7684\u4f7f\u547d\u662f\u5e6b\u52a9\u4f01\u696d\u4ee5\u5b89\u5168\u3001\u7d93\u6fdf\u9ad8\u6548\u4e14\u5b8c\u5168\u7b26\u5408\u5176\u6230\u7565\u76ee\u6a19\u7684\u65b9\u5f0f\u5229\u7528<\/strong> AI<\/strong>\u3002<\/p>\n

                                                   <\/p>\n

                                                  \u7d50\u8ad6\uff1a\u4f7f\u7528 CDS <\/strong>\u91cb\u653e AI <\/strong>\u7684\u529b\u91cf<\/strong><\/p>\n

                                                  CDS \u8655\u65bc AI \u5275\u65b0\u7684\u524d\u6cbf\uff0c\u70ba\u4f01\u696d\u63d0\u4f9b\u5229\u7528\u751f\u6210\u5f0f<\/strong> AI <\/strong>\u548c\u6a5f\u5668\u5b78\u7fd2\u7684\u8b8a\u9769\u529b<\/strong>\u91cf\u6240\u9700\u7684\u5c08\u696d\u77e5\u8b58\u3001\u57fa\u790e\u8a2d\u65bd\u548c\u652f\u63f4\u3002\u7121\u8ad6\u60a8\u662f\u5728\u5fae\u8abf<\/strong> LLM<\/strong>\u3001\u8a2d\u7f6e\u672c\u5730 AI <\/strong>\u57fa\u790e\u8a2d\u65bd\u9084\u662f\u958b\u767c\u5c16\u7aef AI <\/strong>\u89e3\u6c7a\u65b9\u6848\u65b9\u9762\u9700\u8981\u8aac\u660e<\/strong>\uff0cCDS \u90fd\u662f\u60a8\u503c\u5f97\u4fe1\u8cf4\u7684\u5408\u4f5c\u5925\u4f34\u3002<\/p>\n

                                                   <\/p>\n

                                                  \u5982\u679c\u60a8\u7684\u7d44\u7e54\u5e0c\u671b\u5728\u5167\u90e8\u69cb\u5efa AI <\/strong>\u6a21\u578b\uff0c\u8acb\u7acb\u5373\u806f\u7e6b CDS<\/strong>\uff0c\u77ad\u89e3\u6211\u5011\u5982\u4f55\u70ba\u60a8\u7684 AI <\/strong>\u4e4b\u65c5\u63d0\u4f9b\u652f\u63f4\u3002<\/strong><\/p>\n

                                                   <\/p>\n

                                                   <\/p>\n","protected":false},"excerpt":{"rendered":"

                                                  \u4ecb\u7d39 \u5728 Clear Data Scie […]<\/p>\n","protected":false},"author":4,"featured_media":1459,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"nf_dc_page":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[139,224],"tags":[339,343],"class_list":["post-1461","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-science-zh-hant","category--3-zh-hant","tag-ai-innovation-zh-hant","tag-343"],"acf":[],"yoast_head":"\n\u8ce6\u80fd AI \u5275\u65b0\uff1aClear Data Science Limited \u5728\u751f\u6210\u5f0f AI \u548c\u6a5f\u5668\u5b78\u7fd2\u65b9\u9762\u7684\u5c08\u696d\u77e5\u8b58 - Clear Data Science Limited<\/title>\n<meta name=\"description\" content=\"\u5c08\u6ce8\u65bc\u69cb\u5efa\u3001\u8a13\u7df4\u548c\u5b8c\u5584\u751f\u6210\u5f0f AI \uff08GenAI\uff09 \u548c\u5927\u578b\u8a9e\u8a00\u6a21\u578b \uff08LLM\uff09\uff0c\u70ba\u4f01\u696d\u5275\u5efa\u91cf\u8eab\u5b9a\u88fd\u7684 AI \u89e3\u6c7a\u65b9\u6848\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/cleardatascience.com\/zh-hant\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\/\" \/>\n<meta property=\"og:locale\" content=\"zh_TW\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u8ce6\u80fd AI \u5275\u65b0\uff1aClear Data Science Limited \u5728\u751f\u6210\u5f0f AI \u548c\u6a5f\u5668\u5b78\u7fd2\u65b9\u9762\u7684\u5c08\u696d\u77e5\u8b58 - Clear Data Science Limited\" \/>\n<meta property=\"og:description\" content=\"\u5c08\u6ce8\u65bc\u69cb\u5efa\u3001\u8a13\u7df4\u548c\u5b8c\u5584\u751f\u6210\u5f0f AI \uff08GenAI\uff09 \u548c\u5927\u578b\u8a9e\u8a00\u6a21\u578b \uff08LLM\uff09\uff0c\u70ba\u4f01\u696d\u5275\u5efa\u91cf\u8eab\u5b9a\u88fd\u7684 AI \u89e3\u6c7a\u65b9\u6848\" \/>\n<meta property=\"og:url\" content=\"https:\/\/cleardatascience.com\/zh-hant\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\/\" \/>\n<meta property=\"og:site_name\" content=\"Clear Data Science Limited\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/cleardatasciencelimited\/\" \/>\n<meta property=\"article:published_time\" content=\"2025-05-01T16:00:42+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cleardatascience.com\/wp-content\/uploads\/2025\/02\/AI-brian-img.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"510\" \/>\n\t<meta property=\"og:image:height\" content=\"388\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"webeditor2\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005:\" \/>\n\t<meta name=\"twitter:data1\" content=\"webeditor2\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9810\u4f30\u95b1\u8b80\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 \u5206\u9418\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/cleardatascience.com\\\/zh-hant\\\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/cleardatascience.com\\\/zh-hant\\\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\\\/\"},\"author\":{\"name\":\"webeditor2\",\"@id\":\"https:\\\/\\\/cleardatascience.com\\\/zh-hant\\\/#\\\/schema\\\/person\\\/11263e5c1853e7d0c9ba2bfcc0b7dce3\"},\"headline\":\"\u8ce6\u80fd AI \u5275\u65b0\uff1aClear Data Science Limited \u5728\u751f\u6210\u5f0f AI \u548c\u6a5f\u5668\u5b78\u7fd2\u65b9\u9762\u7684\u5c08\u696d\u77e5\u8b58\",\"datePublished\":\"2025-05-01T16:00:42+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/cleardatascience.com\\\/zh-hant\\\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\\\/\"},\"wordCount\":140,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/cleardatascience.com\\\/zh-hant\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/cleardatascience.com\\\/zh-hant\\\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/cleardatascience.com\\\/wp-content\\\/uploads\\\/2025\\\/02\\\/AI-brian-img.jpg\",\"keywords\":[\"AI Innovation\",\"\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\uff0c \u6a5f\u5668\u5b78\u7fd2\uff0c \u4eba\u5de5\u667a\u6167\u5275\u65b0\uff0c \u6e05\u9664\u6578\u64da\u79d1\u5b78\uff0c CDS\"],\"articleSection\":[\"Data Science\",\"\u6578\u64da\u79d1\u5b78\"],\"inLanguage\":\"zh-TW\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/cleardatascience.com\\\/zh-hant\\\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/cleardatascience.com\\\/zh-hant\\\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\\\/\",\"url\":\"https:\\\/\\\/cleardatascience.com\\\/zh-hant\\\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\\\/\",\"name\":\"\u8ce6\u80fd AI \u5275\u65b0\uff1aClear Data Science Limited \u5728\u751f\u6210\u5f0f AI \u548c\u6a5f\u5668\u5b78\u7fd2\u65b9\u9762\u7684\u5c08\u696d\u77e5\u8b58 - Clear Data Science Limited\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/cleardatascience.com\\\/zh-hant\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/cleardatascience.com\\\/zh-hant\\\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/cleardatascience.com\\\/zh-hant\\\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/cleardatascience.com\\\/wp-content\\\/uploads\\\/2025\\\/02\\\/AI-brian-img.jpg\",\"datePublished\":\"2025-05-01T16:00:42+00:00\",\"description\":\"\u5c08\u6ce8\u65bc\u69cb\u5efa\u3001\u8a13\u7df4\u548c\u5b8c\u5584\u751f\u6210\u5f0f AI \uff08GenAI\uff09 \u548c\u5927\u578b\u8a9e\u8a00\u6a21\u578b \uff08LLM\uff09\uff0c\u70ba\u4f01\u696d\u5275\u5efa\u91cf\u8eab\u5b9a\u88fd\u7684 AI \u89e3\u6c7a\u65b9\u6848\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/cleardatascience.com\\\/zh-hant\\\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\\\/#breadcrumb\"},\"inLanguage\":\"zh-TW\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/cleardatascience.com\\\/zh-hant\\\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-TW\",\"@id\":\"https:\\\/\\\/cleardatascience.com\\\/zh-hant\\\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\\\/#primaryimage\",\"url\":\"https:\\\/\\\/cleardatascience.com\\\/wp-content\\\/uploads\\\/2025\\\/02\\\/AI-brian-img.jpg\",\"contentUrl\":\"https:\\\/\\\/cleardatascience.com\\\/wp-content\\\/uploads\\\/2025\\\/02\\\/AI-brian-img.jpg\",\"width\":510,\"height\":388},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/cleardatascience.com\\\/zh-hant\\\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/cleardatascience.com\\\/zh-hant\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u8ce6\u80fd AI \u5275\u65b0\uff1aClear Data Science Limited \u5728\u751f\u6210\u5f0f AI \u548c\u6a5f\u5668\u5b78\u7fd2\u65b9\u9762\u7684\u5c08\u696d\u77e5\u8b58\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/cleardatascience.com\\\/zh-hant\\\/#website\",\"url\":\"https:\\\/\\\/cleardatascience.com\\\/zh-hant\\\/\",\"name\":\"Clear Data Science Limited\",\"description\":\"Best Decision by Insights\",\"publisher\":{\"@id\":\"https:\\\/\\\/cleardatascience.com\\\/zh-hant\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/cleardatascience.com\\\/zh-hant\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-TW\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/cleardatascience.com\\\/zh-hant\\\/#organization\",\"name\":\"Clear Data Science Limited\",\"url\":\"https:\\\/\\\/cleardatascience.com\\\/zh-hant\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-TW\",\"@id\":\"https:\\\/\\\/cleardatascience.com\\\/zh-hant\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/cleardatascience.com\\\/wp-content\\\/uploads\\\/2019\\\/03\\\/CDS-Logo-small-h02.png\",\"contentUrl\":\"https:\\\/\\\/cleardatascience.com\\\/wp-content\\\/uploads\\\/2019\\\/03\\\/CDS-Logo-small-h02.png\",\"width\":165,\"height\":45,\"caption\":\"Clear Data Science Limited\"},\"image\":{\"@id\":\"https:\\\/\\\/cleardatascience.com\\\/zh-hant\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/cleardatasciencelimited\\\/\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/16194855\",\"https:\\\/\\\/www.youtube.com\\\/channel\\\/UCS3jQw-3EZvmWkLr8ZyDHFw\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/cleardatascience.com\\\/zh-hant\\\/#\\\/schema\\\/person\\\/11263e5c1853e7d0c9ba2bfcc0b7dce3\",\"name\":\"webeditor2\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-TW\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/4ecc7bad18fce62b20524b26668563f37907995e1838ca8a29a5cb6c98262cee?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/4ecc7bad18fce62b20524b26668563f37907995e1838ca8a29a5cb6c98262cee?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/4ecc7bad18fce62b20524b26668563f37907995e1838ca8a29a5cb6c98262cee?s=96&d=mm&r=g\",\"caption\":\"webeditor2\"},\"url\":\"https:\\\/\\\/cleardatascience.com\\\/zh-hant\\\/author\\\/webeditor2\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u8ce6\u80fd AI \u5275\u65b0\uff1aClear Data Science Limited \u5728\u751f\u6210\u5f0f AI \u548c\u6a5f\u5668\u5b78\u7fd2\u65b9\u9762\u7684\u5c08\u696d\u77e5\u8b58 - Clear Data Science Limited","description":"\u5c08\u6ce8\u65bc\u69cb\u5efa\u3001\u8a13\u7df4\u548c\u5b8c\u5584\u751f\u6210\u5f0f AI \uff08GenAI\uff09 \u548c\u5927\u578b\u8a9e\u8a00\u6a21\u578b \uff08LLM\uff09\uff0c\u70ba\u4f01\u696d\u5275\u5efa\u91cf\u8eab\u5b9a\u88fd\u7684 AI \u89e3\u6c7a\u65b9\u6848","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/cleardatascience.com\/zh-hant\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\/","og_locale":"zh_TW","og_type":"article","og_title":"\u8ce6\u80fd AI \u5275\u65b0\uff1aClear Data Science Limited \u5728\u751f\u6210\u5f0f AI \u548c\u6a5f\u5668\u5b78\u7fd2\u65b9\u9762\u7684\u5c08\u696d\u77e5\u8b58 - Clear Data Science Limited","og_description":"\u5c08\u6ce8\u65bc\u69cb\u5efa\u3001\u8a13\u7df4\u548c\u5b8c\u5584\u751f\u6210\u5f0f AI \uff08GenAI\uff09 \u548c\u5927\u578b\u8a9e\u8a00\u6a21\u578b \uff08LLM\uff09\uff0c\u70ba\u4f01\u696d\u5275\u5efa\u91cf\u8eab\u5b9a\u88fd\u7684 AI \u89e3\u6c7a\u65b9\u6848","og_url":"https:\/\/cleardatascience.com\/zh-hant\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\/","og_site_name":"Clear Data Science Limited","article_publisher":"https:\/\/www.facebook.com\/cleardatasciencelimited\/","article_published_time":"2025-05-01T16:00:42+00:00","og_image":[{"width":510,"height":388,"url":"https:\/\/cleardatascience.com\/wp-content\/uploads\/2025\/02\/AI-brian-img.jpg","type":"image\/jpeg"}],"author":"webeditor2","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005:":"webeditor2","\u9810\u4f30\u95b1\u8b80\u6642\u9593":"2 \u5206\u9418"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/cleardatascience.com\/zh-hant\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\/#article","isPartOf":{"@id":"https:\/\/cleardatascience.com\/zh-hant\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\/"},"author":{"name":"webeditor2","@id":"https:\/\/cleardatascience.com\/zh-hant\/#\/schema\/person\/11263e5c1853e7d0c9ba2bfcc0b7dce3"},"headline":"\u8ce6\u80fd AI \u5275\u65b0\uff1aClear Data Science Limited \u5728\u751f\u6210\u5f0f AI \u548c\u6a5f\u5668\u5b78\u7fd2\u65b9\u9762\u7684\u5c08\u696d\u77e5\u8b58","datePublished":"2025-05-01T16:00:42+00:00","mainEntityOfPage":{"@id":"https:\/\/cleardatascience.com\/zh-hant\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\/"},"wordCount":140,"commentCount":0,"publisher":{"@id":"https:\/\/cleardatascience.com\/zh-hant\/#organization"},"image":{"@id":"https:\/\/cleardatascience.com\/zh-hant\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\/#primaryimage"},"thumbnailUrl":"https:\/\/cleardatascience.com\/wp-content\/uploads\/2025\/02\/AI-brian-img.jpg","keywords":["AI Innovation","\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\uff0c \u6a5f\u5668\u5b78\u7fd2\uff0c \u4eba\u5de5\u667a\u6167\u5275\u65b0\uff0c \u6e05\u9664\u6578\u64da\u79d1\u5b78\uff0c CDS"],"articleSection":["Data Science","\u6578\u64da\u79d1\u5b78"],"inLanguage":"zh-TW","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/cleardatascience.com\/zh-hant\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/cleardatascience.com\/zh-hant\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\/","url":"https:\/\/cleardatascience.com\/zh-hant\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\/","name":"\u8ce6\u80fd AI \u5275\u65b0\uff1aClear Data Science Limited \u5728\u751f\u6210\u5f0f AI \u548c\u6a5f\u5668\u5b78\u7fd2\u65b9\u9762\u7684\u5c08\u696d\u77e5\u8b58 - Clear Data Science Limited","isPartOf":{"@id":"https:\/\/cleardatascience.com\/zh-hant\/#website"},"primaryImageOfPage":{"@id":"https:\/\/cleardatascience.com\/zh-hant\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\/#primaryimage"},"image":{"@id":"https:\/\/cleardatascience.com\/zh-hant\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\/#primaryimage"},"thumbnailUrl":"https:\/\/cleardatascience.com\/wp-content\/uploads\/2025\/02\/AI-brian-img.jpg","datePublished":"2025-05-01T16:00:42+00:00","description":"\u5c08\u6ce8\u65bc\u69cb\u5efa\u3001\u8a13\u7df4\u548c\u5b8c\u5584\u751f\u6210\u5f0f AI \uff08GenAI\uff09 \u548c\u5927\u578b\u8a9e\u8a00\u6a21\u578b \uff08LLM\uff09\uff0c\u70ba\u4f01\u696d\u5275\u5efa\u91cf\u8eab\u5b9a\u88fd\u7684 AI \u89e3\u6c7a\u65b9\u6848","breadcrumb":{"@id":"https:\/\/cleardatascience.com\/zh-hant\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\/#breadcrumb"},"inLanguage":"zh-TW","potentialAction":[{"@type":"ReadAction","target":["https:\/\/cleardatascience.com\/zh-hant\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\/"]}]},{"@type":"ImageObject","inLanguage":"zh-TW","@id":"https:\/\/cleardatascience.com\/zh-hant\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\/#primaryimage","url":"https:\/\/cleardatascience.com\/wp-content\/uploads\/2025\/02\/AI-brian-img.jpg","contentUrl":"https:\/\/cleardatascience.com\/wp-content\/uploads\/2025\/02\/AI-brian-img.jpg","width":510,"height":388},{"@type":"BreadcrumbList","@id":"https:\/\/cleardatascience.com\/zh-hant\/empowering-ai-innovation-clear-data-science-limiteds-expertise-in-generative-ai-and-machine-learning\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/cleardatascience.com\/zh-hant\/"},{"@type":"ListItem","position":2,"name":"\u8ce6\u80fd AI \u5275\u65b0\uff1aClear Data Science Limited \u5728\u751f\u6210\u5f0f AI \u548c\u6a5f\u5668\u5b78\u7fd2\u65b9\u9762\u7684\u5c08\u696d\u77e5\u8b58"}]},{"@type":"WebSite","@id":"https:\/\/cleardatascience.com\/zh-hant\/#website","url":"https:\/\/cleardatascience.com\/zh-hant\/","name":"Clear Data Science Limited","description":"Best Decision by Insights","publisher":{"@id":"https:\/\/cleardatascience.com\/zh-hant\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/cleardatascience.com\/zh-hant\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-TW"},{"@type":"Organization","@id":"https:\/\/cleardatascience.com\/zh-hant\/#organization","name":"Clear Data Science Limited","url":"https:\/\/cleardatascience.com\/zh-hant\/","logo":{"@type":"ImageObject","inLanguage":"zh-TW","@id":"https:\/\/cleardatascience.com\/zh-hant\/#\/schema\/logo\/image\/","url":"https:\/\/cleardatascience.com\/wp-content\/uploads\/2019\/03\/CDS-Logo-small-h02.png","contentUrl":"https:\/\/cleardatascience.com\/wp-content\/uploads\/2019\/03\/CDS-Logo-small-h02.png","width":165,"height":45,"caption":"Clear Data Science Limited"},"image":{"@id":"https:\/\/cleardatascience.com\/zh-hant\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/cleardatasciencelimited\/","https:\/\/www.linkedin.com\/company\/16194855","https:\/\/www.youtube.com\/channel\/UCS3jQw-3EZvmWkLr8ZyDHFw"]},{"@type":"Person","@id":"https:\/\/cleardatascience.com\/zh-hant\/#\/schema\/person\/11263e5c1853e7d0c9ba2bfcc0b7dce3","name":"webeditor2","image":{"@type":"ImageObject","inLanguage":"zh-TW","@id":"https:\/\/secure.gravatar.com\/avatar\/4ecc7bad18fce62b20524b26668563f37907995e1838ca8a29a5cb6c98262cee?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/4ecc7bad18fce62b20524b26668563f37907995e1838ca8a29a5cb6c98262cee?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/4ecc7bad18fce62b20524b26668563f37907995e1838ca8a29a5cb6c98262cee?s=96&d=mm&r=g","caption":"webeditor2"},"url":"https:\/\/cleardatascience.com\/zh-hant\/author\/webeditor2\/"}]}},"_links":{"self":[{"href":"https:\/\/cleardatascience.com\/zh-hant\/wp-json\/wp\/v2\/posts\/1461","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cleardatascience.com\/zh-hant\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cleardatascience.com\/zh-hant\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cleardatascience.com\/zh-hant\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/cleardatascience.com\/zh-hant\/wp-json\/wp\/v2\/comments?post=1461"}],"version-history":[{"count":3,"href":"https:\/\/cleardatascience.com\/zh-hant\/wp-json\/wp\/v2\/posts\/1461\/revisions"}],"predecessor-version":[{"id":1465,"href":"https:\/\/cleardatascience.com\/zh-hant\/wp-json\/wp\/v2\/posts\/1461\/revisions\/1465"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cleardatascience.com\/zh-hant\/wp-json\/wp\/v2\/media\/1459"}],"wp:attachment":[{"href":"https:\/\/cleardatascience.com\/zh-hant\/wp-json\/wp\/v2\/media?parent=1461"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cleardatascience.com\/zh-hant\/wp-json\/wp\/v2\/categories?post=1461"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cleardatascience.com\/zh-hant\/wp-json\/wp\/v2\/tags?post=1461"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}