{"id":59954,"date":"2025-10-27T15:24:49","date_gmt":"2025-10-27T07:24:49","guid":{"rendered":"https:\/\/aicats.wiki\/?p=59954"},"modified":"2025-10-27T15:24:49","modified_gmt":"2025-10-27T07:24:49","slug":"2025%e5%b9%b4ai%e6%a8%a1%e5%9e%8b%e8%a8%93%e7%b7%b4%e5%b7%a5%e5%85%b7%e6%8e%a8%e8%96%a6%ef%bc%9a7%e6%ac%be%e9%ab%98%e6%95%88%e5%b9%b3%e5%8f%b0%e5%85%a8%e9%9d%a2%e6%af%94%e8%bc%83%ef%bc%88%e9%99%84","status":"publish","type":"post","link":"https:\/\/aicats.wiki\/tw\/2025\/10\/27\/59954-html","title":{"rendered":"2025\u5e74AI\u6a21\u578b\u8a13\u7df4\u5de5\u5177\u63a8\u85a6\uff1a7\u6b3e\u9ad8\u6548\u5e73\u53f0\u5168\u9762\u6bd4\u8f03\uff08\u9644\u4f7f\u7528\u60c5\u5883\u5206\u6790\uff09"},"content":{"rendered":"<p><strong><a href=\"https:\/\/aicats.wiki\/tw\/2025\/09\/24\/49398-html\/\" title=\"Swin Transformer \u6df1\u5ea6\u89e3\u6790\uff1a2025 \u5e74\u6700\u65b0\u96fb\u8166\u8996\u89ba\u4efb\u52d9\u5fc5\u9078\u6a21\u578b\u512a\u52e2\u8a73\u89e3\">AI\u6a21\u578b\u8a13\u7df4\u5de5\u5177<\/a>\u4f5c\u70ba2025\u5e74<a class=\"external\" href=\"https:\/\/aicats.wiki\/tw\/tag\/ai\" title=\"\u67e5\u770b\u8207 AI \u76f8\u95dc\u7684\u6587\u7ae0\" target=\"_blank\">AI<\/a>\u4e0e\u5927\u6570\u636e\u884c\u4e1a\u6838\u5fc3\u751f\u4ea7\u529b\uff0c\u5448\u73b0\u81ea\u52a8\u5316\u3001\u65e0\u4ee3\u7801\u5316\u3001\u6df7\u5408\u90e8\u7f72\u4e09\u5927\u4e3b\u6d41\u8d8b\u52bf\u3002<\/strong>\u672c\u6587\u4ee5\u65b0\u95fb\u6df1\u5ea6\u5bf9\u6bd4\u5f62\u5f0f\uff0c<strong>\u76d8\u70b9\u4e03\u5927\u9876\u5c16\u6a21\u578b\u8bad\u7ec3\u5e73\u53f0\uff08DataRobot\u3001H2O.ai\u3001Google Vertex AI\u3001Azure Machine Learning\u3001Amazon SageMaker\u3001RapidMiner\u3001KNIME\uff09<\/strong>\uff0c\u8be6\u6790\u5404\u81ea\u4eae\u70b9\u7279\u6027\u3001\u5178\u578b\u573a\u666f\u4e0e\u9002\u7528\u4ea7\u4e1a\uff0c\u4ece\u4f01\u4e1a\u3001\u79d1\u7814\u3001\u6559\u80b2\u3001\u653f\u5e9c\u7b49\u591a\u7ef4\u5ea6\u5339\u914d\u5177\u4f53\u9700\u6c42\u3002<strong>\u4e00\u7ad9\u53c2\u8003\u5de5\u5177\u5bf9\u6bd4\uff0c\u5e2e\u52a9AI\u65b0\u4eba\u3001\u6570\u636e\u79d1\u5b66\u5bb6\u4e0e\u51b3\u7b56\u8005\u9ad8\u6548\u9009\u578b\uff0c\u63a8\u52a8\u6570\u667a\u8f6c\u578b\u5347\u7ea7\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/10\/my_prefix_1761466315.jpg\" alt=\"2025\u5e74AI\u5efa\u6a21\u5de5\u5177\u63a8\u8350\uff1a7\u6b3e\u9ad8\u6548\u5efa\u6a21\u5e73\u53f0\u5168\u9762\u5bf9\u6bd4\uff08\u9644\u4f7f\u7528\u573a\u666f\u5206\u6790\uff09\" class=\"wp-image-51824\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">2025\u5e74AI\u6a21\u578b\u8bad\u7ec3\u5de5\u5177\u63a8\u8350\uff1a7\u6b3e\u9ad8\u6548\u6a21\u578b\u8bad\u7ec3\u5e73\u53f0\u5168\u9762\u5bf9\u6bd4\uff08\u9644\u4f7f\u7528\u573a\u666f\u5206\u6790\uff09<\/h2>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u968f\u7740\u4eba\u5de5\u667a\u80fd\u4e0e\u5927\u6570\u636e\u5e94\u7528\u9ad8\u901f\u53d1\u5c55\uff0c<strong>AI\u6a21\u578b\u8bad\u7ec3\u6210\u4e3a\u7ade\u4e89\u529b\u7684\u6838\u5fc3\u4e4b\u4e00<\/strong>\u3002\u4ece\u4f01\u4e1a\u673a\u5668\u5b66\u4e60\u9879\u76ee\u3001\u5b66\u672f\u7814\u7a76\u3001\u6570\u636e\u5206\u6790\u5230\u4ea7\u54c1\u63a8\u8350\uff0c<strong>\u9009\u5bf9\u9ad8\u6548\u7684AI\u6a21\u578b\u8bad\u7ec3\u5de5\u5177\u6210\u4e3a\u63d0\u5347\u751f\u4ea7\u529b\u7684\u5173\u952e<\/strong>\u3002\u672c\u6587\u4ee5\u65b0\u805e\u5831\u5c0e\u5f62\u5f0f\uff0c<strong>\u5168\u9762\u6bd4\u8f832025\u5e74\u6700\u5177\u4ee3\u8868\u6027\u76847\u6b3eAI\u6a21\u578b\u8bad\u7ec3\u5e73\u53f0<\/strong>\uff0c\u5e76\u9488\u5bf9\u5404\u5e73\u53f0\u9002\u7528\u573a\u666f\u8fdb\u884c\u6df1\u5ea6\u89e3\u6790\u3002\u4e0d\u8bba\u60a8\u662f\u6570\u636e\u79d1\u5b66\u5bb6\u3001\u5de5\u7a0b\u5e08\u3001\u51b3\u7b56\u8005\u8fd8\u662fAI\u65b0\u624b\uff0c\u5747\u53ef\u83b7\u5f97\u4e00\u7ad9\u5f0f\u53c2\u8003\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e00\u89c8\u8868\uff1a2025\u5e74AI\u6a21\u578b\u8bad\u7ec3\u5de5\u51777\u5f3a\u5bf9\u6bd4\u603b\u89c8<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u5de5\u5177\u540d\u7a31<\/th><th>\u4e3b\u8981\u7279\u8272<\/th><th>\u81ea\u52a8\u5316\/\u65e0\u4ee3\u7801<\/th><th>\u652f\u63f4\u6a21\u578b\u985e\u578b<\/th><th>\u90e8\u7f72\u6a21\u5f0f<\/th><th>\u9002\u7528\u573a\u666f\u63a8\u8350<\/th><th>\u5165\u53e3\u7f51\u5740<\/th><\/tr><tr><td><strong>DataRobot<\/strong><\/td><td>\u5168\u6d41\u7a0b\u81ea\u52a8\u5316\u3001\u5546\u4e1a\u96c6\u6210\u5f3a<\/td><td>\u662f<\/td><td>\u591a\u79cd\u4f20\u7edf\/AI<\/td><td>\u4e91\u7aef\/\u5730\u7aef\/\u6df7\u5408<\/td><td>\u91d1\u878d\u3001\u4fdd\u9669\u3001\u96f6\u552e\u3001\u9ad8\u7ba1\u5feb\u901f\u8fed\u4ee3<\/td><td><a href=\"https:\/\/www.datarobot.com\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >DataRobot<\/a><\/td><\/tr><tr><td><strong>H2O.ai<\/strong><\/td><td>\u5f00\u6e90\u9886\u5bfc\u8005\u3001\u81ea\u52a8\u7279\u5f81\u5de5\u7a0b<\/td><td>\u90e8\u5206\uff08H2O Driverless AI\uff09<\/td><td>\u591a\u7a2e<\/td><td>\u4e91\u7aef\/\u672c\u5730<\/td><td>\u533b\u7597\u3001\u653f\u5e9c\u3001\u5f00\u53d1\u8005\u3001\u7814\u53d1\u6210\u672c\u654f\u611f<\/td><td><a href=\"https:\/\/www.h2o.ai\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >H2O.ai<\/a><\/td><\/tr><tr><td><strong>Google Vertex AI<\/strong><\/td><td>\u878d\u5408Google\u751f\u6001\u3001AutoML<\/td><td>\u662f<\/td><td>\u673a\u5668\u5b66\u4e60\/\u6df1\u5ea6\u5b66\u4e60<\/td><td>\u96f2\u7aef<\/td><td>AI\u751f\u4ea7\u4e0a\u7ebf\u3001\u8de8\u90e8\u95e8\u534f\u4f5c\u3001Google\u7528\u6237<\/td><td><a href=\"https:\/\/cloud.google.com\/vertex-ai\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Vertex AI<\/a><\/td><\/tr><tr><td><strong>Azure Machine Learning<\/strong><\/td><td>\u5fae\u8f6f\u751f\u6001\u3001\u5f3a\u5927Pipeline\u7ba1\u7406<\/td><td>\u662f<\/td><td>\u4f20\u7edf\/AI\/\u6df1\u5ea6\u5b66\u4e60<\/td><td>\u4e91\u7aef\/\u5730\u7aef<\/td><td>\u91d1\u878d\u3001\u533b\u7597\u3001\u4f01\u4e1a\u7ea7\u3001\u653f\u5e9c\u5927\u9879\u76ee<\/td><td><a href=\"https:\/\/azure.microsoft.com\/zh-tw\/services\/machine-learning\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Azure ML<\/a><\/td><\/tr><tr><td><strong>Amazon SageMaker<\/strong><\/td><td>\u4e91\u7aef\u81ea\u52a8\u5316\u3001\u4e00\u7ad9\u90e8\u7f72<\/td><td>\u662f<\/td><td>\u5168\u985e\u578b<\/td><td>\u96f2\u7aef<\/td><td>\u7269\u6d41\u3001\u96f6\u552e\u3001IoT\u3001AI\u4ea7\u54c1\u5feb\u901f\u4e0a\u5e02<\/td><td><a href=\"https:\/\/aws.amazon.com\/sagemaker\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >SageMaker<\/a><\/td><\/tr><tr><td><strong>RapidMiner<\/strong><\/td><td>\u5206\u6790\u4e0e\u9884\u6d4b\u5f3a\u3001\u62d6\u62c9\u5f0f\u5de5\u4f5c\u6d41<\/td><td>\u662f<\/td><td>\u4f20\u7edf\/\u90e8\u5206AI<\/td><td>\u684c\u9762\/\u4e91\u7aef<\/td><td>\u6559\u80b2\u3001\u5165\u95e8\u3001\u6570\u636e\u5206\u6790\u3001\u4f01\u4e1a\u5185\u8bad<\/td><td><a href=\"https:\/\/rapidminer.com\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >RapidMiner<\/a><\/td><\/tr><tr><td><strong>KNIME<\/strong><\/td><td>\u5168\u5f00\u6e90\u3001\u5de8\u91cf\u6570\u636e\u4e32\u63a5<\/td><td>\u662f<\/td><td>\u4f20\u7edf\/\u90e8\u5206AI<\/td><td>\u684c\u9762\/\u4e91\u7aef<\/td><td>\u7814\u53d1\u3001\u6559\u80b2\u3001\u6570\u636e\u7ba1\u9053\u5efa\u8bbe<\/td><td><a href=\"https:\/\/www.knime.com\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >KNIME<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3a\u4f552025\u5e74\u6a21\u578b\u8bad\u7ec3\u5de5\u5177\u683c\u5c40\u4f1a\u5927\u6d17\u724c\uff1f<\/h3>\n\n\n\n<p>\u6839\u636eGartner\u53ca\u56fd\u5185\u5916\u5e02\u573a\u62a5\u544a\uff0c2025\u5e74AI\u6a21\u578b\u8bad\u7ec3\u9886\u57df\u5c06\u8fce\u6765\u4e09\u5927\u8d8b\u52bf\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u81ea\u52a8\u5316AI\uff08AutoML\uff09\u5360\u4e3b\u6d41<\/strong> \u2013 \u7b80\u5316\u4f20\u7edf\u6a21\u578b\u8bad\u7ec3\u6d41\u7a0b\uff0c\u65b0\u624b\u4e5f\u80fd\u5feb\u901f\u4e0a\u624b\u3002<\/li>\n\n\n\n<li><strong>\u591a\u4e91\u6df7\u5408\u90e8\u7f72\u6210\u6807\u51c6<\/strong> \u2013 \u4fe1\u606f\u5b89\u5168\u3001\u5408\u89c4\u8981\u6c42\u63a8\u52a8\u8de8\u5730\u7aef\u89e3\u51b3\u3002<\/li>\n\n\n\n<li><strong>\u65e0\u4ee3\u7801\u3001\u62d6\u62c9\u5f0f\u8bbe\u8ba1\u7206\u53d1<\/strong> \u2013 \u201cPoint-and-click\u201d\u6210\u4e3a\u6570\u636e\u56e2\u961f\u5e38\u6001\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u5ef6\u4f38\u95b1\u8b80\uff1a<a href=\"https:\/\/www.statista.com\/statistics\/941835\/artificial-intelligence-global-market-size\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u4eba\u5de5\u667a\u80fd\u5e02\u573a\u89c4\u6a212025\u5e74\u9884\u6d4b<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e03\u5927AI\u6a21\u578b\u8bad\u7ec3\u5e73\u53f0\u9010\u4e00\u89e3\u6790\uff08\u542b\u7528\u6237\u75db\u70b9\u3001\u89e3\u51b3\u65b9\u6848\u3001\u5178\u578b\u573a\u666f\uff09<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">DataRobot \u2013 AI\u51b3\u7b56\u9996\u9009\u7684\u81ea\u52a8\u6a21\u578b\u8bad\u7ec3\u5e73\u53f0<\/h4>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1892\" height=\"1007\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/10\/image-307.png\" alt=\"DataRobot\u5b98\u7db2\u622a\u5716\" class=\"wp-image-60169\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/www.datarobot.com\/\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >DataRobot\u5b98\u7db2\u622a\u5716<\/a><\/figcaption><\/figure>\n\n\n\n<p><strong>\u4eae\u9ede\u529f\u80fd\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5168\u6d41\u7a0b\u81ea\u52a8\u5316\u6a21\u578b\u8bad\u7ec3\uff08AutoML\uff09<\/li>\n\n\n\n<li>\u81ea\u5e26\u6a21\u578b\u7ade\u8d5b\u4e0e\u6392\u5e8f\uff0c\u6781\u901f\u9009\u6700\u4f73<\/li>\n\n\n\n<li>\u652f\u6301\u6570\u636e\u8d28\u91cf\u8bc4\u4f30\u4e0e\u81ea\u5b9a\u4e49\u76d1\u63a7<\/li>\n\n\n\n<li>\u5e7f\u6cdbAPI\u6574\u5408\u80fd\u529b<\/li>\n<\/ul>\n\n\n\n<p><strong>\u9069\u7528\u5834\u666f\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f01\u4e1a\u7ea7\u6570\u636e\u56e2\u961f\uff08\u91d1\u878d\u3001\u4fdd\u9669\u3001\u96f6\u552e\u7b49\uff09\uff0c\u6e34\u671b\u201c\u81ea\u52a8\u4ea7\u751f\u5e76\u89e3\u91ca\u201dAI\u6a21\u578b<\/li>\n\n\n\n<li>\u9700\u8981\u6781\u9ad8\u5408\u89c4\u3001\u5ba1\u8ba1\u8bb0\u5f55\u573a\u666f\uff08\u5982\u98ce\u9669\u7ba1\u7406\uff09<\/li>\n\n\n\n<li>C-suite\u53ca\u5546\u4e1a\u90e8\u95e8\u5feb\u901f\u505a\u6982\u5ff5\u9a8c\u8bc1\uff08POC\uff09<\/li>\n<\/ul>\n\n\n\n<p><strong>\u5178\u578b\u6848\u4f8b\uff1a<\/strong> \u5168\u7403500\u5f3a\u4fdd\u9669\u516c\u53f8\u5229\u7528DataRobot\uff0c\u5c06\u4fdd\u5355\u6b3a\u8bc8\u68c0\u6d4b\u6a21\u578b\u4ea7\u51fa\u901f\u5ea6\u63d0\u534710\u500d\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">H2O.ai \u2013 \u5f00\u6e90AutoML\u7684\u65d7\u8230\u961f<\/h4>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/10\/my_prefix_1761466316.jpg\" alt=\"H2O.ai\u5b98\u7db2\u622a\u5716\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a title=\"\" href=\"https:\/\/www.h2o.ai\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >H2O.ai\u5b98\u7db2\u622a\u5716<\/a><\/figcaption><\/figure>\n\n\n\n<p><strong>\u4eae\u9ede\u529f\u80fd\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5f00\u6e90\u514d\u8d39\uff08H2O-3\uff09\uff0c\u9ad8\u7075\u6d3b\u5ea6<\/li>\n\n\n\n<li>H2O Driverless AI\u4e3a\u4f01\u4e1a\u7ea7AutoML\uff0c\u652f\u6301\u81ea\u52a8\u7279\u5f81\u5de5\u7a0b<\/li>\n\n\n\n<li>\u652f\u6301\u672c\u5730CPU\/GPU\u9ad8\u901f\u8bad\u7ec3<\/li>\n<\/ul>\n\n\n\n<p><strong>\u9069\u7528\u5834\u666f\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u79d1\u5b66\u7814\u7a76\u4eba\u5458\u3001\u5f00\u53d1\u8005\u3001\u4f4e\u9884\u7b97\u56e2\u961f<\/li>\n\n\n\n<li>\u987b\u81ea\u5b9a\u4e49ML\u6d41\u7a0b\u3001\u5efa\u8bbe\u79c1\u6709\u4e91\u7684IT\u90e8\u95e8<\/li>\n\n\n\n<li>\u533b\u7597\u3001\u91d1\u878d\u3001\u653f\u5e9c\u9ad8\u654f\u6570\u636e\u5206\u6790<\/li>\n<\/ul>\n\n\n\n<p><strong>\u72ec\u7279\u4f18\u52bf\uff1a<\/strong> H2O.ai\u793e\u533a\u5e9e\u5927\uff0c\u5957\u4ef6\u4e30\u5bcc\uff0cAPI\u6a2a\u8de8Python\u3001R\u53caJava\uff0c\u6613\u4e8e\u5d4c\u5165\u73b0\u6709\u6570\u636e\u6d41\u6c34\u7ebf\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Google Vertex AI \u2013 Google\u4e91AI\u80fd\u529b\u7ec8\u6781\u6574\u5408<\/h4>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/10\/my_prefix_1761466317.jpg\" alt=\"Google Vertex AI\u5b98\u7db2\u622a\u5716\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a title=\"\" href=\"https:\/\/cloud.google.com\/vertex-ai\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Google Vertex AI\u5b98\u7db2\u622a\u5716<\/a><\/figcaption><\/figure>\n\n\n\n<p><strong>\u4eae\u9ede\u529f\u80fd\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5f3a\u5316AutoML\u4e0eMLOps\u6574\u5408\uff0c\u7ba1\u7406\u6a21\u578b\u5168\u751f\u547d\u5468\u671f<\/li>\n\n\n\n<li>\u539f\u751f\u6574\u5408GCP\u5927\u6570\u636e\u751f\u6001\uff08BigQuery\u7b49\uff09<\/li>\n\n\n\n<li>\u652f\u6301\u6df1\u5ea6\u5b66\u4e60\u3001BERT\u3001Vision\u3001NLP\u7b49\u591a\u6a21\u578b\u8bad\u7ec3<\/li>\n<\/ul>\n\n\n\n<p><strong>\u9069\u7528\u5834\u666f\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Google Cloud\u7528\u6237\u5e0c\u671b\u4e00\u7ad9\u5f0f\u4e91AI\u89e3\u51b3\u65b9\u6848<\/li>\n\n\n\n<li>\u8de8\u90e8\u95e8\u6570\u636e\u534f\u4f5c\u6d41\uff08\u4e0a\u4f20\u3001\u8bad\u7ec3\u3001\u90e8\u7f72\u3001\u76d1\u63a7\u5168\u6d41\u7a0b\uff09<\/li>\n\n\n\n<li>\u4ea7\u54c1\u9700\u5feb\u901f\u201c\u4e91\u4e0a\u53d1\u5e03+\u8c03\u6574+\u6301\u7eed\u6539\u7248\u201d<\/li>\n<\/ul>\n\n\n\n<p><strong>\u4f7f\u7528\u6848\u4f8b\uff1a<\/strong> \u7ebf\u4e0a\u96f6\u552e\u5546\u7528Vertex AI\uff0c3\u5468\u5185\u5feb\u901f\u8fed\u4ee3\u5546\u54c1\u63a8\u8350\u6a21\u578b\uff0c\u6708\u9500\u552e\u589e\u957f15%\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u5e73\u53f0<\/th><th>\u81ea\u52a8\u7279\u5f81\u5de5\u7a0b<\/th><th>\u652f\u6301\u6df1\u5ea6\u5b66\u4e60<\/th><th>\u591a\u8bed\u8a00API<\/th><th>\u6570\u636e\u5b89\u5168\u7b49\u7ea7<\/th><\/tr><tr><td>DataRobot<\/td><td>\u2705<\/td><td>\u90e8\u5206<\/td><td>\u2705<\/td><td>\u4f01\u696d\u7d1a<\/td><\/tr><tr><td>H2O.ai<\/td><td>\u2705<\/td><td>\u90e8\u5206<\/td><td>\u2705<\/td><td>\u9ad8<\/td><\/tr><tr><td>Vertex AI<\/td><td>\u2705<\/td><td>\u2705<\/td><td>\u2705<\/td><td>\u4f01\u696d\u7d1a<\/td><\/tr><tr><td>Azure ML<\/td><td>\u2705<\/td><td>\u2705<\/td><td>\u2705<\/td><td>\u4f01\u696d\u7d1a<\/td><\/tr><tr><td>SageMaker<\/td><td>\u2705<\/td><td>\u2705<\/td><td>\u2705<\/td><td>\u4f01\u696d\u7d1a<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">Azure Machine Learning \u2013 \u4f01\u4e1a\u7ea7\u90e8\u7f72\u9996\u9009<\/h4>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/10\/my_prefix_1761466319.jpg\" alt=\"Azure Machine Learning\u5b98\u7f51\u622a\u56fe\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a title=\"\" href=\"https:\/\/azure.microsoft.com\/zh-tw\/services\/machine-learning\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Azure Machine Learning\u5b98\u7f51\u622a\u56fe<\/a><\/figcaption><\/figure>\n\n\n\n<p><strong>\u4eae\u9ede\u529f\u80fd\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8fdb\u9636AutoML\uff0c\u652f\u6301\u7aef\u5230\u7aefPipeline\u7ba1\u7406<\/li>\n\n\n\n<li>\u65e0\u7f1d\u90e8\u7f72\u4e8eAzure\u73af\u5883\u4e0e\u672c\u5730\uff0c\u5408\u89c4\u5f3a\u5927<\/li>\n\n\n\n<li>\u4f4e\u4ee3\u7801\u62d6\u62c9\u5b9e\u9a8c\u5927\u5e45\u63d0\u5347\u56e2\u961f\u534f\u4f5c\u6548\u7387<\/li>\n<\/ul>\n\n\n\n<p><strong>\u9069\u7528\u5834\u666f\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u91d1\u878d\u3001\u533b\u7597\u3001\u653f\u5e9c\u7b49\u9700\u6cd5\u89c4\u9075\u4ece<\/li>\n\n\n\n<li>\u8de8\u90e8\u95e8\u534f\u540c\u6a21\u578b\u8bad\u7ec3\uff08\u8de8Team\u5171\u7528Data\/\u6a21\u578b\uff09<\/li>\n\n\n\n<li>\u5de8\u91cf\u751f\u4ea7\u578b\u6570\u636e\u7ba1\u7ebf\uff08Data Pipeline\uff09\u81ea\u52a8\u5316<\/li>\n<\/ul>\n\n\n\n<p><strong>\u7279\u70b9\u8865\u5145\uff1a<\/strong> \u5185\u6a21\u578b\u8bad\u7ec3\u578b\u6cbb\u7406\u3001\u900f\u660e\u5ba1\u6838\u8bb0\u5f55\uff0c\u4e00\u952e\u81ea\u52a8\u90e8\u7f72API\uff0c\u51cf\u5c11AI\u4ea7\u54c1\u843d\u5730\u969c\u788d\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Amazon SageMaker \u2013 AWS\u65f6\u4ee3\u7684\u673a\u5668\u5b66\u4e60\u5f15\u64ce<\/h4>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/10\/my_prefix_1761466319-1.jpg\" alt=\"Amazon SageMaker\u5b98\u7db2\u622a\u5716\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a title=\"\" href=\"https:\/\/aws.amazon.com\/sagemaker\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Amazon SageMaker\u5b98\u7db2\u622a\u5716<\/a><\/figcaption><\/figure>\n\n\n\n<p><strong>\u4eae\u9ede\u529f\u80fd\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u201c\u7531\u5f00\u53d1\u5230\u4e0a\u7ebf\u201d\u4e00\u7ad9\u5b8c\u6210\u5168\u81ea\u52a8\u6a21\u578b\u8bad\u7ec3<\/li>\n\n\n\n<li>\u652f\u6301\u6570\u767e\u79cd\u7b97\u6cd5\u4e0e\u81ea\u5efa\u5bb9\u5668<\/li>\n\n\n\n<li>\u81ea\u52a8Model Tuning\u3001\u6210\u672c\u81ea\u9002\u5e94\u8c03\u5ea6<\/li>\n\n\n\n<li>\u5185\u5efaMLOps\u5de5\u5177\uff08\u6301\u7eed\u76d1\u63a7\/\u8ffd\u8e2a\/\u6570\u4f4d\u6cbb\u7406\uff09<\/li>\n<\/ul>\n\n\n\n<p><strong>\u9069\u7528\u5834\u666f\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f01\u4e1a\u5e0c\u671b\u91cf\u4ea7AI\u4ea7\u54c1\uff0c\u5168\u7403\u90e8\u7f72\uff08IoT\u3001SaaS\u5e94\u7528\uff09<\/li>\n\n\n\n<li>\u7535\u5546\u3001\u8425\u9500\u3001\u7269\u8054\u7f51\u3001\u5927\u6570\u636e\u5b9e\u65f6\u5206\u6790<\/li>\n\n\n\n<li>\u642d\u914dAWS Lambda\u7b49\u81ea\u52a8\u5316\u90e8\u7f72<\/li>\n<\/ul>\n\n\n\n<p><strong>\u4ee3\u8868\u6027\u6848\u4f8b\uff1a<\/strong> \u7f8e\u56fd\u7269\u6d41\u9f99\u5934\u901a\u8fc7SageMaker\uff0c\u81ea\u52a8\u9884\u6d4b\u8ba2\u5355\u9ad8\u5cf0\uff0c\u8fd0\u80fd\u8c03\u914d\u6210\u672c\u4e0b\u964d22%\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">RapidMiner \u2013 \u5165\u95e8AI\u548c\u6559\u80b2\u754c\u4f73\u9009<\/h4>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1872\" height=\"1001\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/10\/image-308.jpg\" alt=\"RapidMiner\u5b98\u7db2\u622a\u5716\" class=\"wp-image-60172\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/rapidminer.com\/\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >RapidMiner\u5b98\u7db2\u622a\u5716<\/a><\/figcaption><\/figure>\n\n\n\n<p><strong>\u4eae\u9ede\u529f\u80fd\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u62d6\u62c9\u5f0f\u8bbe\u8ba1\uff0c\u65e0\u9700\u7f16\u7a0b\u57fa\u7840<\/li>\n\n\n\n<li>\u652f\u6301280+\u5206\u6790\u4e0e\u673a\u5668\u5b66\u4e60\u7b97\u6cd5<\/li>\n\n\n\n<li>\u53ef\u89c6\u5316\u5de5\u4f5c\u6d41\uff08\u6210\u719f\u201c\u8282\u70b9+\u7ba1\u9053\u201d\u673a\u5236\uff09<\/li>\n<\/ul>\n\n\n\n<p><strong>\u9069\u7528\u5834\u666f\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI\u521d\u5b66\u8005\u3001\u6559\u80b2\u5355\u4f4d\u3001\u4f01\u4e1a\u5185\u8bad\u9700\u6c42<\/li>\n\n\n\n<li>KDD\u3001\u8425\u9500\u9884\u6d4b\u3001\u4eba\u529b\u5206\u6790<\/li>\n\n\n\n<li>\u5c0f\u578b\u9879\u76ee\u6216\u5feb\u901f\u521b\u610fPOC\u6d4b\u8bd5<\/li>\n<\/ul>\n\n\n\n<p><strong>\u5e73\u53f0\u4f18\u52bf\uff1a<\/strong> \u652f\u6301\u4e0ePython\u3001R\u7b49\u591a\u8bed\u8a00\u8fde\u63a5\u3002\u684c\u9762\u53ca\u4e91\u7aef\u53cc\u6a21\u5f0f\uff0c\u81ea\u7531\u8d44\u6e90\u8c03\u914d\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">KNIME \u2013 \u6a21\u5757\u5316\u81ea\u8ba2\u3001\u5168\u65b9\u4f4d\u6570\u636e\u7ba1\u9053\u4e13\u5bb6<\/h4>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1856\" height=\"1006\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/10\/image-308.png\" alt=\"KNIME\u5b98\u7db2\u622a\u5716\" class=\"wp-image-60175\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/www.knime.com\/\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >KNIME\u5b98\u7db2\u622a\u5716<\/a><\/figcaption><\/figure>\n\n\n\n<p><strong>\u4eae\u9ede\u529f\u80fd\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b8c\u5168\u5f00\u6e90\uff0c\u65e0\u6388\u6743\u9650\u5236<\/li>\n\n\n\n<li>\u8282\u70b9\u5f0f\u6570\u636e\u64cd\u4f5c\u7ba1\u9053\u3001\u5e95\u5c42\u9ad8\u5ea6\u53ef\u81ea\u8ba2<\/li>\n\n\n\n<li>\u652f\u6301Python\u3001R\u3001Spark\u7b49\u8fdb\u9636\u6280\u672f<\/li>\n<\/ul>\n\n\n\n<p><strong>\u9069\u7528\u5834\u666f\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u79d1\u7814\u56e2\u961f\u3001\u9ad8\u7b49\u9662\u6821\u5fc5\u5907<\/li>\n\n\n\n<li>\u5927\u578b\u6570\u636e\u7ba1\u9053\u6e05\u6d17\u3001ETL\u81ea\u52a8\u5316<\/li>\n\n\n\n<li>\u9700\u9ad8\u5ea6\u6574\u5408\u4e0d\u540c\u6570\u636e\u6e90\u4e0e\u6d41\u7a0b<\/li>\n<\/ul>\n\n\n\n<p><strong>\u5f00\u53d1\u8005\u4ef7\u503c\uff1a<\/strong> KNIME\u652f\u6301\u201c\u5916\u6302\u5e02\u573a\u201d\uff0c\u53ef\u81ea\u52a0NLP\u3001\u8ba1\u7b97\u673a\u89c6\u89c9\u7b49\u6b21\u4e16\u4ee3\u6a21\u5757\uff0c\u662f\u4f01\u4e1a\u4e0e\u6559\u7814\u7ed3\u5408\u7684\u7edd\u4f73\u5229\u5668\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u591a\u79cd\u90e8\u7f72\u9700\u6c42\uff0c\u591a\u5143\u4ea7\u4e1a\u5e94\u7528\u5168\u76d8\u517c\u987e<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">AI\u6a21\u578b\u8bad\u7ec3\u5de5\u5177\u9009\u578b\u8981\u70b9\u89e3\u6790<\/h4>\n\n\n\n<p><strong>\u4f9d\u9879\u76ee\u89c4\u6a21\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5c0f\u578b\u5185\u8bad\/\u5feb\u901f\u9a8c\u8bc1\uff1a<strong>RapidMiner\u3001KNIME<\/strong><\/li>\n\n\n\n<li>\u5927\u578b\u5546\u4e1a\u843d\u5730\u3001\u4e25\u683c\u5408\u89c4\uff1a<strong>DataRobot\u3001Azure ML\u3001SageMaker<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>\u4f9d\u6570\u636e\u654f\u611f\u7b49\u7ea7\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u542b\u654f\u611f\u6570\u636e\/\u6cd5\u89c4\u9700\u6c42\uff1a\u4f18\u5148<strong>DataRobot\u3001Azure ML\u3001H2O.ai\u672c\u5730\u90e8\u7f72<\/strong><\/li>\n\n\n\n<li>\u516c\u5f00\u6570\u636e\u3001\u5f00\u653e\u7814\u7a76\uff1a\u53ef\u9009KNIME\u3001H2O.ai\u3001RapidMiner<\/li>\n<\/ul>\n\n\n\n<p><strong>\u4f9dAI\u6280\u672f\u6df1\u5ea6\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u673a\u5668\u5b66\u4e60\u4e3a\u4e3b\uff1a<strong>RapidMiner\u3001KNIME\u3001H2O.ai<\/strong><\/li>\n\n\n\n<li>\u9700\u6df1\u5ea6\u5b66\u4e60\/\u5927\u6a21\u578b\uff1a<strong>SageMaker\u3001Vertex AI\u3001Azure ML<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>\u56e2\u961f\u534f\u4f5c\u9700\u6c42\uff1a<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1862\" height=\"1010\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/10\/image-309.jpg\" alt=\"Azure\u5b98\u7f51\u4ecb\u7ecd\u9875\" class=\"wp-image-60178\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/azure.microsoft.com\/zh-tw\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Azure\u5b98\u7f51\u4ecb\u7ecd\u9875<\/a><\/figcaption><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8de8\u90e8\u95e8\u3001\u7cfb\u7edf\u4e32\u8054\uff1a<strong>Azure ML\u3001Vertex AI<\/strong><\/li>\n\n\n\n<li>\u9700\u9ad8\u5ba2\u5236\u5f00\u53d1\u80fd\u529b\uff1aH2O.ai\u3001KNIME<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u7528\u6237\u5e38\u89c1\u7591\u95ee\u901f\u67e5\u8868<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u9700\u6c42\u985e\u578b<\/th><th>\u6700\u4f73\u63a8\u8350\u5e73\u53f0<\/th><th>\u4e3a\u4ec0\u4e48<\/th><\/tr><tr><td>\u65e0\u4ee3\u7801\u53ef\u89c6\u5316\u6a21\u578b\u8bad\u7ec3<\/td><td>RapidMiner, DataRobot<\/td><td>\u65b0\u624b\u53cb\u597d\uff0c\u53ef\u89c6\u5316\u5206\u6790\u6d41\u7a0b\uff0c\u7701\u4e0b\u5b66\u4e60\u66f2\u7ebf<\/td><\/tr><tr><td>\u5f00\u6e90\u7075\u6d3b\u5b9a\u5236\/\u4f4e\u9884\u7b97<\/td><td>H2O.ai, KNIME<\/td><td>\u514d\u8d39\uff0c\u793e\u533a\u5927\uff0c\u6a21\u5757\u4e30\u5bcc\uff0c\u9ad8\u5ea6\u53ef\u8ba2\u5236<\/td><\/tr><tr><td>\u9700\u6c42\u4e13\u4e1a\u81ea\u52a8\u5316Build<\/td><td>DataRobot, SageMaker<\/td><td>\u5168\u81ea\u52a8\u8fed\u4ee3\u9009\u6a21\u578b\u3001\u8c03\u53c2\u3001\u4e00\u7ad9\u90e8\u7f72<\/td><\/tr><tr><td>\u4e91\u7aef\u4e0e\u672c\u5730\u6df7\u5408\u90e8\u7f72<\/td><td>Azure ML<\/td><td>\u5f39\u6027\u9009\u62e9\uff0c\u5e76\u6cd5\u89c4\u5408\u89c4\u5f3a<\/td><\/tr><tr><td>\u9002\u7528AI+\u4e1a\u52a1\u96c6\u6210<\/td><td>Vertex AI, SageMaker<\/td><td>\u6613\u4e32\u63a5GCP\/AWS\u751f\u6001\uff0cAPI\u6574\u5408\u5feb<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">2025\u5e74AI\u6a21\u578b\u8bad\u7ec3\u5de5\u5177\u573a\u666f\u5206\u6790\u7efc\u8ff0<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u96f6\u552e\u4e0e\u4e92\u8054\u7f51\u884c\u4e1a\uff1a<\/strong> \u5f3a\u8c03\u6a21\u578b\u5feb\u901f\u4e0a\u7ebf\u3001\u81ea\u9002\u5e94\u53d8\u5316\uff0c\u5efa\u8bae\u9009SageMaker\u3001Vertex AI\u3002<\/li>\n\n\n\n<li><strong>\u653f\u5e9c\u4e0e\u533b\u7597\uff1a<\/strong> \u5173\u6ce8\u6570\u636e\u4fdd\u62a4\u4e0e\u6cd5\u89c4\uff0cH2O.ai\u672c\u5730\u65b9\u6848\u53caAzure ML\u53d7\u63a8\u5d07\u3002<\/li>\n\n\n\n<li><strong>\u91d1\u878d\u4e0e\u4fdd\u9669\uff1a<\/strong> \u91cd\u89c6\u53ef\u89e3\u91ca\u6027\u4e0e\u81ea\u52a8\u76d1\u7ba1\uff0cDataRobot\u3001Azure ML\u9886\u5148\u3002<\/li>\n\n\n\n<li><strong>\u6559\u80b2\u4e0e\u7814\u7a76\uff1a<\/strong> \u9700\u5f00\u653e\u3001\u5f39\u6027\u4e0e\u591a\u8bed\u8a00\uff0cKNIME\u4e0eH2O.ai\u96be\u64bc\u52a8\u9886\u5bfc\u5730\u4f4d\u3002<\/li>\n\n\n\n<li><strong>\u4ea7\u54c1\u5f00\u53d1\u4e0eAI SaaS\uff1a<\/strong> \u6ce8\u91cd\u90e8\u7f72\u5f39\u6027\u4e0eAPI\u63a5\u53e3\uff0cSageMaker\u3001Vertex AI\u8868\u73b0\u4f18\u5f02\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u7d50\u8a9e<\/h3>\n\n\n\n<p><strong>\u9762\u5bf92025\u5e74AI\u6a21\u578b\u8bad\u7ec3\u5de5\u5177\u767e\u82b1\u9f50\u653e\u7684\u683c\u5c40\uff0c\u9009\u62e9\u201c\u5bf9\u7684\u5de5\u5177\u201d\u9700\u7ed3\u5408\u660e\u786e\u9700\u6c42\u3001\u884c\u4e1a\u573a\u666f\u4e0e\u56e2\u961f\u6280\u672f\u80fd\u529b\uff01<\/strong><br>AutoML\u666e\u53ca\u8ba9AI\u6a21\u578b\u8bad\u7ec3\u95e8\u69db\u964d\u4f4e\uff0c<strong>\u4f46\u9ad8\u6548\u8f93\u51fa\u5408\u89c4\u3001\u5177\u7ade\u4e89\u529b\u7684AI\u6a21\u578b\uff0c\u5173\u952e\u4ecd\u5728\u5e73\u53f0\u7279\u6027\u4e0e\u573a\u666f\u5951\u5408\u5ea6\u5224\u65ad\u3002<\/strong> \u6b64\u7bc7\u6df1\u5ea6\u5bf9\u6bd4\uff0c\u671b\u4e3a\u60a8\u7684AI\u8f6c\u578b\u4e4b\u8def\u5e26\u6765\u51b3\u7b56\u53c2\u8003\u3002<\/p>\n\n\n\n<p>\u5982\u9700\u5b9e\u65f6\u4e86\u89e3\u884c\u4e1a\u52a8\u6001\uff0c\u6b22\u8fce\u5173\u6ce8\u6211\u4eec\u7684AI\u6a21\u578b\u8bad\u7ec3\u4e13\u9898\uff01<\/p>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>AI\u6a21\u578b\u8bad\u7ec3\u5de5\u5177\u4f5c\u4e3a2025\u5e74AI\u4e0e\u5927\u6570\u636e\u884c\u4e1a\u6838\u5fc3\u751f\u4ea7\u529b\uff0c\u5448\u73b0\u81ea\u52a8\u5316\u3001\u65e0\u4ee3\u7801\u5316\u3001\u6df7\u5408\u90e8\u7f72\u4e09\u5927\u4e3b\u6d41\u8d8b\u52bf\u3002\u672c\u6587\u4ee5\u65b0 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_crsspst_to_aicatswiki":true,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[305],"tags":[247,1455,1456,1457],"content_visibility":[262],"class_list":["post-59954","post","type-post","status-publish","format-standard","hentry","category-ai-tools-platforms","tag-ai"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/posts\/59954","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/comments?post=59954"}],"version-history":[{"count":1,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/posts\/59954\/revisions"}],"predecessor-version":[{"id":60181,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/posts\/59954\/revisions\/60181"}],"wp:attachment":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/media?parent=59954"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/categories?post=59954"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/tags?post=59954"},{"taxonomy":"content_visibility","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/content_visibility?post=59954"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}