{"id":14641,"date":"2019-11-12T11:40:31","date_gmt":"2019-11-12T03:40:31","guid":{"rendered":"https:\/\/blog.tibame.com\/?p=14641"},"modified":"2022-06-08T11:51:30","modified_gmt":"2022-06-08T03:51:30","slug":"ai%e6%b4%aa%e6%b5%81%e4%b8%8b%ef%bc%8c%e6%87%89%e7%94%a8%e5%b7%a5%e7%a8%8b%e5%b8%ab%e4%bd%94%e6%9c%89%e7%9a%84%e4%b8%80%e5%b8%ad%e9%87%8d%e8%a6%81%e4%b9%8b%e5%9c%b0","status":"publish","type":"post","link":"https:\/\/blog.tibame.com\/?p=14641","title":{"rendered":"AI\u6d2a\u6d41\u4e0b\uff0c\u61c9\u7528\u5de5\u7a0b\u5e2b\u4f54\u6709\u7684\u4e00\u5e2d\u91cd\u8981\u4e4b\u5730"},"content":{"rendered":"\n<p>                \n\n\n\n       \n\n     \n\n         AI \u6d2a\u6d41\u4e0b\u61c9\u7528\u5de5\u7a0b\u5e2b\u4f54\u6709\u7684\u4e00\u5e2d\u91cd\u8981\u4e4b\u5730          \n\n                        \n\n       \n\n\n\n\n\n\n\n\n\n\n\n\n\n<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u5728 AI \u885d\u64ca\u4e0b\uff0c\u6211\u597d\u4f3c\u8981\u56de\u6821\u5712\u653b\u7814\u7a76\u6240\u4e00\u822c<\/strong><\/h3>\n\n\n\n<p>        \u9019\u4e00\u500b\u5927\u5bb6\u52aa\u529b\u5b78\u7fd2 AI \u7684\u8df3\u8e8d\u5f0f\u5b78\u7fd2\u5e74\u4ee3\uff0c\u5982\u679c\u6211\u5011\u4e0d\u628a\u66fe\u7d93\u5728\u5b78\u6821\u5b78\u7fd2 \u7684\u7d71\u8a08\u6f14\u7b97\u65b9\u6cd5\u8ad6\uff0c\u597d\u597d\u518d\u78e8\u7df4\u4e00\u4e0b\uff0c\u4f3c\u4e4e\u5c31\u6703\u88ab\u6df9\u6c92\u5728 AI \u4eba\u5de5\u667a\u6167\u6d2a\u6d41\u4e0b\uff0c \u7121\u6cd5\u8457\u529b\u4e00\u822c\u3002\u65bc\u662f\u5927\u5bb6\u958b\u59cb\u52aa\u529b\u5b78\u7fd2\u8d77 Python \u7a0b\u5f0f\u8a9e\u8a00\uff0c\u4e26\u4e14\u597d\u597d\u5c07\u7d71\u8a08\u76f8\u95dc\u7684\u6f14\u7b97\u6cd5\u8907\u7fd2\u4e00\u4e0b\uff0c\u751a\u81f3\u6295\u5165\u66f4\u591a\u7684\u6642\u9593\u91cd\u65b0\u5b78\u7fd2\u8d77\u3002<\/p>\n\n\n\n<p>\u6700\u5f8c\u7684\u76ee\u6a19\u53ef\u80fd\u662f\uff0c\u8001\u95c6\u4ea4\u4ee3\u7684\u4e00\u500b\u300a\u81c9\u90e8\u8fa8\u8b58\u7cfb\u7d71\u300b\u6216\u8005\u662f\u300a\u5927\u6578\u64da\u63a8\u6e2c\u9810\u9632\u7cfb\u7d71\u300b\uff0c\u53c8\u6216\u8005\u662f\u500b\u4ee5\u524d\u4e0d\u6562\u60f3\u50cf\u7684\u5275\u610f\u5ef6\u4f38\u8207\u9810\u6e2c\u7cfb\u7d71\u7b49\u7b49\u3002<\/p>\n\n\n\n<p>\u6240\u4ee5\u73fe\u5728\u53ea\u8981\u8ac7\u5230 AI \u67b6\u69cb\u7684\u5b78\u7fd2\uff0c\u5f80\u5f80\u4e0d\u5916\u662f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u8cc7\u6599\u5206\u6790\u6280\u8853<\/li><li>\u4e86\u89e3\u7dda\u6027\u4ee3\u6578\u57fa\u672c\u89c0\u5ff5<\/li><li>\u4e86\u89e3\u5377\u7a4d\u795e\u7d93\u7db2\u8def\u57fa\u672c\u6982\u5ff5<\/li><li>\u4e86\u89e3TensorFlow(API)\u57fa\u672c\u67b6\u69cb<\/li><li>&#8230;\n\n<\/li><\/ul>\n\n\n\n<p>        \u9019\u5e74\u4ee3\uff0c\u5982\u6211\u5011\u6c92\u6709\u5c07\u4e00\u4e9b AI \u6f14\u7b97\u65b9\u6cd5\u8ad6\u719f\u6089\u500b\u5e7e\u500b\uff0c\u4f3c\u4e4e\u5c31\u96e3\u9032\u5165 AI \u4eba\u5de5\u667a\u6167\u76f8\u95dc\u7cfb\u7d71\u7684\u958b\u767c\u4e86\u3002\u65bc\u662f\uff0c\u5e7e\u4e4e\u73fe\u5728\u6240\u6709\u8457\u91cd\u5728\u5404\u9818\u57df\u7684\u958b\u767c\u5de5\u7a0b\u5e2b\uff0c\u5c07\u81ea\u5df1\u5f9e\u61c9\u7528\u958b\u767c\u9818\u57df\u4e2d\u91cd\u65b0\u62c9\u56de\u5230\u6838\u5fc3\u57fa\u790e\u9818\u57df\u7684\u7814\u7a76\u3002<\/p>\n\n\n\n<p>\n        \u6211\u6709\u9ede\u611f\u89f8\uff0c\u5fc3\u7406\u98c4\u8d77\u4e00\u53e5 OS&#8230;\u300c\u7121\u7591\u662f\u5c07\u6d89\u8db3\u5728\u4eba\u9593\u884c\u8d70\u7684\u5be6\u8e10\u8005\uff0c\u91cd\u65b0\u8981\u6c42\u9589\u95dc\u56de\u5230\u6df1\u5c71\u6797\u5167\u7684\u4fee\u884c\u8005(\u5be6\u9a57\u5ba4)\uff0c\u9019\u4e00\u9589\u95dc\u662f\u5426\u53c8\u662f\u4e09\u5e74\u3002\u300d\uff0c\u5509\u4e86\u4e00 \u8072\uff0c\u6642\u4e0d\u6211\u4e88\u4e5f\u3002<\/p>\n\n\n\n<p>        \u9019\u6b72\u6708\u9084\u771f\u662f\u4e00\u628a\u6bba\u8c6c\u5200\uff0c\u8166\u529b\u4e5f\u90fd\u9000\u5316\u5230\u7121\u6cd5\u9762\u5c0d\u6f14\u7b97\u6cd5\u8207\u7d71\u8a08\u65b9\u6cd5\u8ad6\u6642\u7684\u7121\u5948\u8207\u73fe\u5be6\u3002\u65bc\u662f\uff0cAI \u8207\u6211\u7121\u7de3\uff0c\u6211\u8207 AI \u7121\u7de3\uff0c\u4e0d\u5982\u6b78\u53bb\u5427\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><em><strong>\u674e\u958b\u5fa9\u8aaa&#8230;\u300cAI \u5df2\u904e\u767c\u660e\u671f\uff0c\u9032\u5165\u61c9\u7528\u671f\uff0c\u4e94\u5e74\u5f8c\u5168\u9762\u666e\u53ca\u300d<\/strong><\/em><\/h3>\n\n\n\n<p>\u5275\u65b0\u5de5\u5834\u8463\u4e8b\u9577\u674e\u958b\u5fa9\u5728\u5929\u4e0b\u6587\u5316\u8209\u8fa6\u7684\u4e00\u5834\u6f14\u8b1b\u63d0\u53ca:<\/p>\n\n\n\n<p>       \u300cAI \u96fb\u7db2\uff0c\u5c31\u662f\u5728\u96f2\u7aef\u4e0a\u7528 cloud \u67b6 AI\uff0c\u4eca\u5929\u4f60\u7528 google cloud\u3001\u4e9e\u99ac\u905cAWS\u3001\u963f\u91cc\u96f2\uff0c\u4e0a\u9762\u90fd\u6709 AI \u7684\u529f\u80fd\uff0c\u9019\u610f\u8b02\u8457\u4f7f\u7528 AI \u7684\u6210\u672c\uff0c\u6b63\u5feb\u901f\u4e0b\u964d\uff0c\u9019\u5c31\u662f\u525b\u624d\u6211\u6240\u8209\u4f8b\u7684\uff0c\u4e94\u500b\u79ae\u62dc\u5c31\u53ef\u4ee5\u8a13\u7df4\u4e00\u6279\u4e0d\u61c2 AI \u7684\u5c0f\u670b\u53cb\uff0c\u505a\u51fa\u6210\u54c1\u3002 \u9019\u4e00\u4e00\u90fd\u544a\u8a34\u6211\u5011 AI \u666e\u53ca\u7684\u65e5\u5b50\u61c9\u8a72\u5f88\u5feb\u5c31\u6703\u5230\u4e86\uff0c\u90a3\u5230\u5e95\u6703\u6709\u591a\u5feb\u5462\uff1f\u300d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong> <em>\u300a\u9019\u8ad6\u8abf\u8b93\u6211\u5011\u9019\u7a2e\u61c9\u7528\u5de5\u7a0b\u5e2b\uff0c\u53c8\u71c3\u8d77\u4e00\u9ede\u9ede\u5c0d AI \u5be6\u8e10\u7684\u5922\u60f3\u4e86 \u3002\u300b<\/em><\/strong><\/h3>\n\n\n\n<p>        \u73fe\u4eca\u4f01\u696d\u731b\u7136\u8981\u6c42\u7d93\u7406\u4eba\u54e1\u5f97\u53bb\u63a5\u53d7 AI \u7d93\u7406\u4eba\u73ed\u8a13\u7df4\uff0c\u6d17\u4e00\u6d17\u89c0\u5ff5\u3002\u4e26\u4e14 \u9001\u51fa\u958b\u767c\u5de5\u7a0b\u5e2b\u9032\u884c AI \u53d7\u8a13\uff0c\u91cd\u65b0\u5b78\u7fd2\u4e00\u5957\u65b0\u7684\u7a0b\u5f0f\u8a9e\u8a00\u8207\u4e00\u5806\u6f14\u7b97\u6cd5\u914d\u5408\u6f14 \u7b97\u6cd5\u7684 API \u6a21\u7d44\uff0c\u9032\u884c\u5efa\u6a21\u8a13\u7df4\u8207\u6e2c\u8a66\u3002<\/p>\n\n\n\n<p><em><strong>\u4f46\u4e5f\u76f8\u5c0d\u5730\u5fc5\u9808\u9762\u5c0d\u4e00\u500b\u4e00\u500b\u63a5\u8e35\u800c\u4f86\u7684\u5be6\u969b\u4e0a AI \u7cfb\u7d71\u7684\u4ea4\u4ed8\u9700\u6c42\u3002<\/strong><\/em><\/p>\n\n\n\n<p>       \u5fc5\u9808\u9762\u5c0d\u90e8\u9580\u4ee5\u5f80\u4e0d\u6562\u8cbf\u7136\u63d0\u51fa\u7684\u6c7a\u7b56\u8207\u9810\u6e2c\u7cfb\u7d71\uff0c\u76f4\u63a5\u8df3Tone\u5230AI\u9700\u6c42\u7684\u63d0\u5217\u8207\u958b\u767c\u3002\u6240\u4ee5\uff0c\u8001\u95c6\u958b\u59cb\u5c0d\u5de5\u7a0b\u5e2b\u5b78\u7fd2 AI \u8a8d\u77e5\u4e0a\u662f\uff0c\u53ea\u8981\u53d7\u5b8c AI \u57fa\u790e\u8a13 \u7df4\uff0c\u5c31\u5fc5\u9808\u8981\u80fd\u5b8c\u6210\u9019\u6a23\u7684\u61c9\u7528\u7cfb\u7d71\u67b6\u69cb\u9700\u6c42\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/static.wixstatic.com\/media\/f2bece_265022c5c4d042be99e18614658f0cb6~mv2.png\/v1\/fill\/w_925,h_548,al_c,usm_0.66_1.00_0.01\/f2bece_265022c5c4d042be99e18614658f0cb6~mv2.png\" alt=\"\"\/><figcaption> \u5716\u4e00 : AI \u96f2\u7aef\u670d\u52d9\u67b6\u69cb <\/figcaption><\/figure>\n\n\n\n<p>        \u57fa\u65bc\u6bcf\u4e00\u500b AI \u6a21\u7d44\u4e00\u822c\u53ea\u8655\u7406\u4e00\u4ef6\u4e8b\uff0c\u6240\u4ee5\uff0c\u76f8\u5c0d\u5730\u5728\u5efa\u6a21\u8207\u8a13\u7df4\u904e\u7a0b\u4e2d\uff0c \u5247\u4e0d\u518d\u958b\u767c\u6642\u9593\u8003\u91cf\u5167\uff0c\u4f46\u4e5f\u662f\u5f80\u5f80\u6700\u82b1\u8cbb\u6642\u9593\u8207\u6210\u672c\u7684\u4e00\u500b\u74b0\u7bc0\u3002\u66f4\u751a\u8005\uff0c\u6211\u5982\u4f55\u6536\u96c6\u5230\u8a13\u7df4\u7684\u8cc7\u6599\u6216\u8005\u5716\u7247\u7b49\u8cc7\u8a0a\uff0c\u4f86\u9032\u884c\u5efa\u6a21\u8a13\u7df4\u3002\u5c24\u5176\u727d\u6d89\u5230\u5916\u5728\u74b0\u5883\u8cc7\u6599\u4f86\u6e90\u9019\u4e00\u500b\u90e8\u5206\u3002<\/p>\n\n\n\n<p>        \u5982\u679c\u5efa\u7acb\u4e00\u500b AI \u958b\u767c\u5718\u968a\uff0c\u5c0d\u6211\u5011\u4f86\u8aaa\uff0c\u662f\u4e00\u7a2e\u5b78\u7fd2\u8207\u5efa\u7f6e\u904e\u7a0b\u4e2d\u9700\u8981\u6295 \u5165\u66f4\u591a\u6642\u9593\u8207\u6210\u672c\u7684\uff0c\u90a3\u9ebc\uff0c\u5c0b\u6c42AI\u7db2\u8def\u670d\u52d9(Web Service\u5e73\u53f0)\u662f\u5426\u662f\u4e00\u500b\u66f4\u80fd\u5c07\u7522\u54c1\u5feb\u901f\u4e0a\u7dda\u7684\u4e00\u500b\u6377\u5f91? \u56e0\u6b64\uff0c\u6211\u5011\u662f\u5426\u53ef\u4ee5\u5c07\u5de5\u7a0b\u5e2b\u518d\u884c\u5206\u5de5\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong><em>\u300a\u4e5f\u8a31\uff0c\u6211\u5011\u9700\u8981\u501f\u529b\u4f7f\u529b\uff0c\u4e26\u4e14\u5728\u5206\u5de5\u7684\u67b6\u69cb\u4e0b\uff0c\u9032\u884c\u958b\u767c\u3002\u6574\u5408\u51fa\u60a8\u7684AI \u7522\u54c1\u3002\u300b<\/em><\/strong><\/h3>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u5982\u679c\u6211\u5011\u9700\u8981\u5efa\u69cb\u4e00\u500b\u4eba\u81c9\u8fa8\u8b58\u7cfb\u7d71\uff0c\u4e00\u500b\u6708\u5c31\u8981\u4e0a\u7dda?<\/strong><\/h3>\n\n\n\n<p>        \u60a8\u53ef\u4ee5\u4f7f\u7528 Google \u6a5f\u5668\u5b78\u7fd2\u7684 AutoML \u670d\u52d9\uff0c\u4ea6\u53ef\u4ee5\u4f7f\u7528 Amazon AI Service\uff0c\u4e0d\u7136\u9084\u53ef\u4ee5\u4f7f\u7528 Microsoft Cognitive Services(\u8a8d\u77e5\u670d\u52d9)\uff0c\u9032\u884c\u4eba\u81c9\u8fa8\u8b58\u3002<\/p>\n\n\n\n<p>\n        \u6216\u8005\u60a8\u53ef\u4ee5\u4f7f\u7528 CHT IoT \u667a\u6167\u806f\u7db2 (\u4e2d\u83ef\u96fb\u4fe1\u667a\u6167\u806f\u7db2\u5e73\u53f0) \u63d0\u4f9b\u7684\u667a\u6167\u670d\u52d9\u9032\u884c\u60a8\u7684\u4eba\u81c9\u8fa8\u8b58\u7cfb\u7d71\u958b\u767c\u3002<\/p>\n\n\n\n<p>        \u501f\u52a9\u96f2\u7aef\u670d\u52d9\u6642\uff0c\u4e5f\u8a31\u4e0d\u9700\u81ea\u5df1\u5efa\u6a21\u8207\u8a13\u7df4\uff0c\u4e5f\u7121\u9808\u81ea\u5df1\u9032\u884c\u6e2c\u8a66\uff0c\u53ea\u8981\u60a8\u6709\u61c9\u7528\u7cfb\u7d71\u958b\u767c\u4ecb\u63a5API\u7684\u80fd\u529b\uff0c\u6216\u8005\u60a8\u5177\u6709\u958b\u767cOpen API\u7684\u80fd\u529b\u3002\u61c9\u8a72\u80fd\u5920\u5e6b\u4f01\u696d\u5efa\u7f6e\u4e00\u5957\u56e0\u61c9\u5404\u7a2e\u524d\u7aef\u4eba\u6a5f\u4ecb\u9762\u7684\u96f2\u7aef\u670d\u52d9\uff0c\u9032\u884c AI \u4eba\u81c9\u8fa8\u8b58\u6574\u5408\u7cfb\u7d71\u958b\u767c\u3002<\/p>\n\n\n\n<p>\u7b46\u8005\u63d0\u51fa\u4e00\u5957\u7c21\u6613\u69cb\u601d(\u5be6\u969b\u4e0a\u60f3\u5077\u61f6\u5feb\u901f\u5b8c\u6210\u5de5\u4f5c)\uff0c\u6211\u5584\u4e14\u4f7f\u7528 CHT IoT\u667a\u6167\u806f\u7db2\u5e73\u53f0\u7684\u4eba\u81c9\u8fa8\u8b58 AI \u670d\u52d9\u5e73\u53f0\uff0c\u5ef6\u4f38\u81ea\u5df1\u898f\u5283\u7684\u96f2\u7aef\u754c\u63a5\u670d\u52d9\u67b6\u69cb\uff0c\u8b93\u524d\u7aef\u7cfb\u7d71\u5feb\u901f\u6574\u5408\uff0c\u9032\u884c\u4eba\u6a5f\u4ecb\u9762\u7684\u4eba\u81c9\u8fa8\u8b58\u5c08\u6848\u5ef6\u4f38\u8207\u61c9\u7528\u3002\u67b6\u69cb\u5716\u5982\u4e0b:<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/static.wixstatic.com\/media\/f2bece_aed9894c855b450eb7e899e22694d1db~mv2.png\/v1\/fill\/w_925,h_635,al_c,usm_0.66_1.00_0.01\/f2bece_aed9894c855b450eb7e899e22694d1db~mv2.png\" alt=\"\"\/><figcaption> \u5716\u4e8c \u4f7f\u7528 AI Web Service \u8207\u81ea\u8a02 WEB Service \u9032\u884c\u4eba\u6a5f\u4ecb\u9762\u7cfb\u7d71\u958b\u767c <\/figcaption><\/figure>\n\n\n\n<p>        AI Service \u70ba\u5c08\u4e00\u670d\u52d9\u800c\u8a13\u7df4\u800c\u8a2d\u8a08\u3002\u4f46\u5728\u4ecb\u63a5\u524d\u7aef\u61c9\u7528\u7cfb\u7d71\u7684\u5f48\u6027\u8207\u6574\u5408\u4e0a\uff0c\u4e0d\u6703\u662f\u5b8c\u5584\u7684\u3002\u751a\u81f3\u6709\u4e9bAI Service\u4e26\u4e0d\u6703\u6574\u5408\u60a8\u5167\u90e8\u5ef6\u4f38\u7684\u8cc7\u6599\u5eab\u9032\u884c\u8a13\u7df4\u8cc7\u6599\u4f86\u6e90\u3002\u900f\u904e\u5927\u5ee0\u6216\u8005\u81ea\u5df1\u8a13\u7df4\u7684AI Service\u74b0\u5883\uff0c\u76ee\u7684\u5728\u7e2e\u77ed\u9019\u4e9b\u57fa\u790e\u6f14\u7b97\u8207\u6a5f\u5668\u6df1\u5ea6\u5b78\u7fd2\u7684\u6642\u9593\uff0c\u65b9\u4fbf\u9032\u884c\u5efa\u6a21\u8cc7\u6599(\u8a13\u7df4\u8cc7\u6599)\u7684\u50b3\u905e\u8a13\u7df4\u8207\u6e2c\u8a66\u3002\u5176\u9918\u7684\u5c31\u662f\u8eab\u70ba\u61c9\u7528\u5de5\u7a0b\u5e2b\u7684\u8cac\u4efb\u4e86\u3002\u61c9\u7528\u5de5\u7a0b\u5e2b\u7684\u8cac\u4efb\u5c31\u662f:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong><em>\u300a\u5c07\u5be6\u9a57\u5ba4\u7684 AI \u5e36\u51fa\u4f86\u8b8a\u6210\u670d\u52d9\uff0c\u4e26\u4e14\u958b\u767c\u55ae\u4f4d\u4ecb\u63a5 AI \u670d\u52d9\u8207\u8cc7\u6599\u4f86\u6e90 Web Service\uff0c\u8b93\u7cfb\u7d71\u904b\u884c\u8b8a\u6210\u53ef\u884c\u3002\u300b<\/em><\/strong><\/h3>\n\n\n\n<p>        \u81ea\u8a02\u4ecb\u63a5\u4e09\u65b9\u7684\u670d\u52d9\u67b6\u69cb\uff0c\u5728\u5be6\u73fe\u591a\u65b9\u4eba\u6a5f\u4ecb\u9762\u7684 AI \u7cfb\u7d71\u4e0a\u8b8a\u6210\u66f4\u70ba\u91cd\u8981\u3002 \u5982\u5716\u4e09\uff0c\u70ba\u7b46\u8005\u958b\u767c\u7684 RESTful Service \u5b9a\u4f4d(\u4eba\u81c9\u8fa8\u8b58\u7cfb\u7d71)\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/static.wixstatic.com\/media\/f2bece_105f9e23bd0d4385b448aec6e6f850c9~mv2.png\/v1\/fill\/w_925,h_519,al_c,usm_0.66_1.00_0.01\/f2bece_105f9e23bd0d4385b448aec6e6f850c9~mv2.png\" alt=\"\"\/><figcaption> \u5716\u4e09 \u4eba\u81c9\u8fa8\u8b58\u7cfb\u7d71\u4e2d\u4ecb\u670d\u52d9\u64b0\u5beb\u67b6 <\/figcaption><\/figure>\n\n\n\n<p>       \u81f3\u65bc\u7a0b\u5f0f\u78bc\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528 Java \u6216\u8005 C#\u6216\u8005\u60a8\u719f\u6089\u7684\u4efb\u4f55\u7a0b\u5f0f\u8a9e\u8a00\u5747\u53ef\uff0c\u56e0\u70ba\u63a1\u7528 Open API \u67b6\u69cb\u64b0\u5beb\uff0c\u975e\u95dc\u7a0b\u5f0f\u8a9e\u8a00\u7684\u4fb7\u4fc3\u6027\u3002\u5982\u5716\u56db\uff0c\u70ba\u7b46\u8005\u64b0\u5beb\u4e00\u500b REST Service \u9032\u884c\u524d\u7aef\u7cfb\u7d71\u4e0a\u50b3\u76f8\u7247\u8cc7\u6599\uff0c\u4e26\u89e3 \u9001\u81f3\u96f2\u7aef AI \u670d\u52d9\u9032\u884c\u4eba\u81c9\u8fa8\u8b58\u7684\u539f\u751f\u78bc\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/static.wixstatic.com\/media\/f2bece_5c355d83b05049c6a1451c7962b97314~mv2.png\/v1\/fill\/w_925,h_658,al_c,usm_0.66_1.00_0.01\/f2bece_5c355d83b05049c6a1451c7962b97314~mv2.png\" alt=\"\"\/><figcaption> \u5716\u56db \u4ecb\u63a5\u524d\u7aef\u7cfb\u7d71\u8207\u5f8c\u7aef AI Service \u7684 REST Service \u958b\u767c <\/figcaption><\/figure>\n\n\n\n<p>        \u5728\u8a3b\u518a\u4eba\u81c9\u76f8\u7247\u6642\u7684\u8a3b\u518a\u670d\u52d9\u529f\u80fd\u4e0a\uff0c\u540c\u6642\u5c07\u76f8\u7247\u6587\u5b57\u8cc7\u6599\u5132\u5b58\u65bc\u8cc7\u6599\u5eab\u4e2d\u3002\u56e0\u6b64\u5728\u4eba\u81c9\u8fa8\u8b58\u7684\u670d\u52d9\u904e\u7a0b\u4e2d\uff0c\u53e6\u6709\u4e00\u500b\u901a\u9053\u5fc5\u9808\u6574\u5408\u5230\u8cc7\u6599\u5eab\u8cc7\u6e90\u7684\u5b58\u53d6\u4f5c\u696d\u3002 \u8b93\u7d93\u7531 AI \u4eba\u81c9\u8fa8\u8b58\u56de\u994b\u7684 Label \u6574\u5408\u5230\u8cc7\u6599\u5eab\u7d00\u9304\u7684\u67e5\u8a62\u6d41\u7a0b\u4e0a\u3002 \u5982\u5716\u4e94\uff0c\u70ba\u670d\u52d9\u7a0b\u5e8f\u4e2d\u6574\u5408\u8cc7\u6599\u5eab\u5b58\u53d6\u7684\u90e8\u5206\u7a0b\u5f0f\u78bc\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/static.wixstatic.com\/media\/f2bece_75cbc5f7977441fda025711e3be94720~mv2.png\/v1\/fill\/w_925,h_621,al_c,usm_0.66_1.00_0.01\/f2bece_75cbc5f7977441fda025711e3be94720~mv2.png\" alt=\"\"\/><figcaption> \u5716\u4e94 \u4eba\u81c9\u8fa8\u8b58\u56de\u61c9\u7684 Label \u9032\u884c\u76f8\u5c0d\u8cc7\u6599\u5eab\u7d00\u9304\u5b58\u53d6 <\/figcaption><\/figure>\n\n\n\n<p>\u5be6\u969b\u7bc4\u4f8b\u5c55\u793a\uff0c\u60a8\u53ef\u4ee5\u9ede\u95b1\u7b46\u8005\u653e\u7f6e\u5728\u7db2\u8def\u4e0a\u7684\u5f71\u7247\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-4-3 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"Eric \u4eba\u81c9\u8fa8\u8b58\u7cfb\u7d71\u6574\u5408\u61c9\u7528\" width=\"1170\" height=\"878\" src=\"https:\/\/www.youtube.com\/embed\/SBnozusYT4o?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/static.wixstatic.com\/media\/f2bece_9405178319a344b2b2b51e43b089176f~mv2.png\/v1\/fill\/w_925,h_588,al_c,usm_0.66_1.00_0.01\/f2bece_9405178319a344b2b2b51e43b089176f~mv2.png\" alt=\"\"\/><figcaption> \u5716\u516d AI \u4eba\u81c9\u8fa8\u8b58\u524d\u7aef\u4ecb\u9762\u6574\u5408\u670d\u52d9\u5c55\u793a <\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u6211\u60f3\u77ed\u6642\u9593\u900f\u904e AI \u6f14\u7b97\u6cd5\u9032\u884c\u6a5f\u5668\u6df1\u5ea6\u5b78\u7fd2\u8207\u5be6\u73fe\u670d\u52d9\u8207\u7cfb\u7d71<\/strong><\/h3>\n\n\n\n<p>       \u6709\u6642\uff0c\u6211\u5011\u7e3d\u5f97\u81ea\u5df1\u6e96\u5099\u597d\u8a13\u7df4\u8cc7\u6599\uff0c\u4e26\u4e14\u900f\u904e\u4e00\u5b9a\u5ba2\u88fd\u5316\u7a0b\u5f0f\u6d41\u7a0b\uff0c\u914d\u5408 \u76f8\u95dc\u7684\u6f14\u7b97\u6cd5\uff0c\u8a13\u7df4\u4e00\u500bAI\u6a21\u7d44\uff0c\u4e26\u4e14\u5feb\u901f\u8f49\u63db\u6210WEB Service\u76f4\u63a5\u63d0\u4f9b\u524d\u7aef \u4eba\u6a5f\u4ecb\u9762\u670d\u52d9\u3002<\/p>\n\n\n\n<p>\u4e5f\u5c31\u662f\u8aaa\uff0c\u60a8\u9700\u9019\u6a23\u7684\u767c\u5c55\u6a21\u5f0f:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u6536\u96c6\u8cc7\u6599\u4e26\u4e14\u5206\u6790\u7522\u751f\u8a13\u7df4\u8cc7\u6599\u8207\u6e2c\u8a66\u8cc7\u6599\u7684DataSet<\/li><li>\u6307\u5b9a\u7279\u5b9a\u7684\u6f14\u7b97\u6cd5\u9032\u884c\u8a13\u7df4\u8207\u6a5f\u5668\u6df1\u5ea6\u5b78\u7fd2<\/li><li>\u5b8c\u6210\u6a21\u7d44\u4e4b\u5f8c\uff0c\u5c01\u88dd\u6210\u81ea\u8a02\u7684 Web Service<\/li><li>\u64b0\u5beb\u4eba\u6a5f\u4ecb\u9762\u8207\u8cc7\u6599\u5eab\u8207 AI Web Service \u670d\u52d9<\/li><li>\u524d\u7aef\u4eba\u6a5f\u4ecb\u9762\u7cfb\u7d71\u958b\u767c<\/li><\/ul>\n\n\n\n<p>        \u63db\u53e5\u8a71\u8aaa\uff0c\u5982\u679c\u60a8\u5df2\u7d93\u6e96\u5099\u6216\u8005\u6536\u96c6\u597d\u8a13\u7df4\u8207\u6e2c\u8a66\u8cc7\u6599\uff0c<strong>\u60a8\u9700\u8981\u77ed\u6642\u9593\u5167\u5b8c\u6210\u5be6\u9a57\uff0c\u5efa\u7f6e\u670d\u52d9\u8207\u524d\u7aef\u4eba\u6a5f\u7cfb\u7d71\u958b\u767c\u6574\u5408<\/strong>\u3002\u9019\u6642\u5019\u60a8\u5373\u53ef\u501f\u529b\u4f7f\u529b\uff0c\u4f7f\u7528\u5982Google AutoML \u6216\u8005\u662fAzure Machine Learning\u3002\u53ef\u4ee5\u900f\u904e\u8996\u89ba\u5316\u5de5\u5177\uff0c\u63a1\u7528\u8996\u89ba\u5316\u62d6\u66f3\u5efa\u7acb\u8d77\u60a8\u7684\u6a5f\u5668\u5b78\u7fd2\uff0c\u4e26\u4e14\u9935\u4e0a\u8a13\u7df4\u8cc7\u6599\u8207\u6e2c\u8a66\u8cc7\u6599\uff0c\u4e4b\u5f8c\u5305\u88dd\u6210\u4e00\u500bWeb Service\u3002<\/p>\n\n\n\n<p>        \u5982\u5716\u4e03\uff0c\u6240\u5448\u5217\u7684\u6a5f\u5668\u5b78\u7fd2\u8207\u5efa\u6a21\u6d41\u7a0b\uff0c\u5747\u53ef\u4ee5\u5728 Azure ML Studio \u5716\u5f62\u5316<\/p>\n\n\n\n<p>\u5de5\u5177\u76f4\u89ba\u65b9\u5f0f\u5b8c\u6210\u8a2d\u8a08\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/static.wixstatic.com\/media\/f2bece_923c84d8e28d4cb9b7ce90494477f86f~mv2.png\/v1\/fill\/w_925,h_444,al_c,usm_0.66_1.00_0.01\/f2bece_923c84d8e28d4cb9b7ce90494477f86f~mv2.png\" alt=\"\"\/><figcaption> \u5716\u4e03 \u6a5f\u5668\u5b78\u7fd2\u8207\u5efa\u6a21\u6d41\u7a0b <\/figcaption><\/figure>\n\n\n\n<p>\u5716\u7247\u4f86\u6e90:Free Machine learning diagram<\/p>\n\n\n\n<p>\u7b46\u8005\u63a1\u7528 Azure \u63d0\u4f9b\u7684 AutoMobile \u92b7\u552e\u8cc7\u6599\uff0c\u8a2d\u8a08\u914d\u5408\u7dda\u6027\u8ff4\u6b78\u6f14\u7b97\u6cd5\uff0c\u8a13\u7df4\u6c7d\u8eca\u50f9\u683c\u9810\u6e2cAI \u670d\u52d9\u3002\u5176\u4e2d\u6c7a\u5b9a\u767e\u5206\u4e4b 75 \u8cc7\u6599\u70ba\u8a13\u7df4\u8cc7\u6599\uff0c\u767e\u5206\u4e4b 25 \u70ba\u6e2c\u8a66\u8cc7\u6599\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/static.wixstatic.com\/media\/f2bece_ca61d85b787446df9d751e01579346c2~mv2.png\/v1\/fill\/w_925,h_460,al_c,usm_0.66_1.00_0.01\/f2bece_ca61d85b787446df9d751e01579346c2~mv2.png\" alt=\"\"\/><figcaption> \u5716\u516b \u63a1\u7528\u6d41\u7a0b\u5716\u8a2d\u8a08\u65b9\u5f0f\uff0c\u9032\u884c\u6a5f\u5668\u5b78\u7fd2\u8a13\u7df4\u8207\u5efa\u6a21 Workflow <\/figcaption><\/figure>\n\n\n\n<p>\u8a13\u7df4\u5b8c\u6210\u4e4b\u5f8c\uff0c\u63a5\u4e0b\u4f86\u7522\u751f Web Service \u8207\u9032\u884c\u767c\u4f48\u3002\u9019\u4e9b\u904e\u7a0b\u90fd\u53ef\u76f4 \u63a5\u900f\u904e\u8996\u89ba\u5316\u5de5\u5177\u8207\u64cd\u4f5c\u904e\u7a0b\u4e2d\uff0c\u4e00\u9375\u5b8c\u6210\u3002<\/p>\n\n\n\n<p>\u5982\u5716\u4e5d\uff0c\u5b8c\u6210\u4f48\u7f72\u7684 Web Service\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/static.wixstatic.com\/media\/f2bece_1ac67bc97752450e81ca117e12436229~mv2.png\/v1\/fill\/w_925,h_478,al_c,usm_0.66_1.00_0.01\/f2bece_1ac67bc97752450e81ca117e12436229~mv2.png\" alt=\"\"\/><figcaption> \u5716\u4e5d \u5e03\u7f6e\u5b8c\u6210\u7684 AI Service \u76e3\u63a7\u53f0 <\/figcaption><\/figure>\n\n\n\n<p>        \u5728\u61c9\u7528\u4e0a\uff0c\u7b46\u8005\u89ba\u5f97\u9700\u8981\u518d\u9032\u884c\u4e00\u500b\u4e2d\u4ecb\u7684REST Service\u67b6\u69cb\uff0c\u7528\u4f86\u6574\u5408\u524d\u7aef\u5404\u985e\u578b\u7cfb\u7d71\u754c\u63a5\u7684\u65b9\u4fbf\u6027\u3002\u6240\u4ee5\u81ea\u884c\u958b\u767c\u4e00\u500b\u670d\u52d9\u9032\u884c\u9019\u4e00\u500b AI Service \u7684\u754c\u63a5\uff0c\u540c\u6642\u6574\u5408\u66f4\u4eba\u6027\u7684\u8cc7\u8a0a\u6a21\u7d44\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/static.wixstatic.com\/media\/f2bece_ae5da3953cf44e3ab421ccffa0087c8b~mv2.png\/v1\/fill\/w_925,h_475,al_c,usm_0.66_1.00_0.01\/f2bece_ae5da3953cf44e3ab421ccffa0087c8b~mv2.png\" alt=\"\"\/><figcaption> \u5716\u5341  \u81ea\u8a02 Web Service \u754c\u63a5\u4eba\u6a5f\u4ecb\u9762\u8207\u8cc7\u6599\u8207 AI Service <\/figcaption><\/figure>\n\n\n\n<p>       \u5b8c\u6210\u4e2d\u4ecb\u670d\u52d9\u8a2d\u8a08\u4e4b\u5f8c\uff0c\u63a1\u7528 Postman \u5de5\u5177\u9032\u884c\u55ae\u5143\u6e2c\u8a66\uff0c\u6e2c\u8a66\u81ea\u8a02\u670d\u52d9\u6574\u5408\u4f48\u7f72\u5b8c\u6210\u7684 AI Service\uff0c\u9032\u884c\u6c7d\u8eca\u67b6\u69cb\u9810\u4f30\u63a8\u6e2c\u904b\u884c\u3002<\/p>\n\n\n\n<p>\u57f7\u884c\u7d50\u679c\u5982\u5716 \u5341\u4e00 \u6240\u793a\u4e00\u822c\u3002<\/p>\n\n\n\n<p>       \u56e0\u70baMicrosoft Azure ML\u5728\u8a13\u7df4\u6642\uff0c\u7522\u751f\u7684\u50b3\u905e\u8cc7\u6599\u683c\u5f0f\u975e\u5e38\u5177\u6709\u5f48 \u6027\uff0c\u6240\u4ee5\u5927\u91cf\u4f7f\u7528Map\u96c6\u5408\u65b9\u9032\u884c\u50b3\u905e\uff0c\u56e0\u6b64\u5373\u4f7f\u4f48\u7f72\u6210Web Service\u4e4b \u5f8c\uff0c\u4ecd\u7121\u6cd5\u56e0\u61c9\u6211\u5011\u5728\u5efa\u6a21\u904e\u7a0b\u4e2d\uff0c\u9806\u5229\u63d0\u4f9b\u8cc7\u6599\u96c6\u67b6\u69cb\u5c0d\u61c9\u6558\u8ff0\u5b8c\u6574\u7684JSON\u50b3\u8f38\u683c\u5f0f\u3002\u56e0\u6b64\uff0c\u7b46\u8005\u8a8d\u70ba\u9019\u5c31\u662f\u7a0b\u5f0f\u8a2d\u8a08\u5e2b\u52a0\u4ee5\u767c\u63ee\u88dc\u5f37\u7684\u7a7a\u9593\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/static.wixstatic.com\/media\/f2bece_a32f11475b634610a6b422276807a977~mv2.png\/v1\/fill\/w_925,h_545,al_c,usm_0.66_1.00_0.01\/f2bece_a32f11475b634610a6b422276807a977~mv2.png\" alt=\"\"\/><figcaption> \u5716\u5341\u4e00  \u63a1\u7528 Postman \u6e2c\u8a66\u81ea\u8a02\u670d\u52d9\u6574\u5408 AI Service \u63a8\u6e2c\u50f9\u683c\u7d50\u679c <\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u5982\u679c\u4f60\u662f\u61c9\u7528\u5de5\u7a0b\u5e2b\uff0c\u4f60\u8a8d\u70ba AI \u8207\u4f60\u7684\u95dc\u4fc2\u5982\u4f55?<\/strong><\/h3>\n\n\n\n<p>        \u5728\u7a0b\u5f0f\u8a2d\u8a08\u6280\u8853\u672c\u4f4d\u4e0a\uff0c\u7d55\u5c0d\u662f\u6709\u61c9\u7528\u5de5\u7a0b\u5e2b\u5728 AI \u9818\u57df\u4e0a\u7ad9\u4e0a\u4e00\u500b\u89d2 \u8272\u8207\u50f9\u503c\u7684\uff0c\u5982\u679c\u60a8\u4e5f\u662f\u4e00\u500b\u8cc7\u6599\u5eab\u7ba1\u7406\u5e2b\uff0c\u90a3\u66f4\u662f\u8981\u767c\u63ee\u60a8\u7684\u8cc7\u6599\u9077\u79fb\u5546\u696d\u670d\u52d9\u6280\u8853\uff0c\u63d0\u4f9b\u51fa\u4e8b\u5be6\u8cc7\u6599(Fact Data)\u7684\u50f9\u503c\uff0c\u63d0\u4f9b AI \u8a13\u7df4\u4e2d\u7684\u8cc7\u6599\u4f86\u6e90(Data Model)\u3002\u800c\u9019\u4e9b\u8a13\u7df4\u4e0d\u5916\u662f\u91dd\u5c0d\u8cc7\u6599\u4e8b\u5be6\u4f86\u9032\u884c\u67d0\u4e9b\u76ee\u6a19\u7684\u8a13\u7df4\u3002<\/p>\n\n\n\n<p>        \u7dca\u63a5\u8457\uff0c\u60a8\u53ef\u4ee5\u5728\u521d\u6b65\u4e86\u89e3\u76f8\u95dc\u7684\u6f14\u7b97\u65b9\u6cd5\u8ad6\u76ee\u7684\u4e4b\u5f8c\uff0c\u76f4\u63a5\u900f\u904e\u74b0\u5883\u3001\u670d\u52d9\uff0c\u4ee5\u53ca API \u7b49\u67b6\u69cb\uff0c\u5b8c\u6210\u60a8\u7684\u6a5f\u5668\u5b78\u7fd2\u8a13\u7df4\u8207\u5efa\u6a21\u3002<\/p>\n\n\n\n<p>         \u6700\u5f8c\u53ef\u4ee5\u5728\u6574\u5408\u60a8\u5df2\u7d93\u5b8c\u5168\u719f\u6089\u7684 Web Service \u67b6\u69cb\u4e0b\uff0c\u64f4\u5145\u6574\u5408\u8cc7\u6599\u5eab\u6216\u8005\u8cc7\u6599\u8cc7\u6e90\u7684 AI \u754c\u63a5\u670d\u52d9\u3002\u900f\u904e\u60a8\u81ea\u884c\u958b\u767c\u7684\u670d\u52d9\u8b93 AI \u6574\u5408\u5728\u4f01 \u696d\u8cc7\u6e90\u8207\u8c50\u5bcc\u7684\u4eba\u6a5f\u4ecb\u9762\u4e0b\uff0c\u66f4\u80fd\u9806\u66a2\u5730\u5b8c\u6210\u6574\u5408\u61c9\u7528\u8207\u7cfb\u7d71\u7684\u5be6\u73fe\u3002<\/p>\n\n\n\n<p><strong>        \u800c\u9019\u6a23\u7684\u6574\u5408\u958b\u767c\u5de5\u4f5c\uff0c\u5c31\u975e\u4f60\u83ab\u5c6c\u4e86\u3002\u5e36\u51fa AI \u8d70\u51fa\u5be6\u9a57\uff0c\u8de8\u5165\u670d\u52d9\u4f48\u7f72\u8207\u7cfb\u7d71\u6574\u5408\u7684\u5b8c\u6574\u5927\u9053\u4e0a\u3002<\/strong><\/p>\n\n\n\n<p>\u64b0\u6587\u8005:  Eric Chen \u9673\u5b97\u8208\u8001\u5e2b<br \/>\u539f\u6587\u7db2\u5740:  http:\/\/bit.ly\/2qFeOLF  \u827e\u7acb\u514b\u7a0b\u5f0f\u5b78\u9662 <\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u5167\u5bb9\u76ee\u9304<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u986f\u793a\/\u96b1\u85cf\u5167\u5bb9\u76ee\u9304\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/blog.tibame.com\/?p=14641\/#%E5%BB%B6%E4%BC%B8%E8%AA%B2%E7%A8%8B\" >\u5ef6\u4f38\u8ab2\u7a0b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/blog.tibame.com\/?p=14641\/#%E9%BB%9E%E6%88%91%E7%9C%8B%E5%85%B6%E4%BB%96AI%E9%A0%98%E5%9F%9F%E7%9B%B8%E9%97%9C%E8%AA%B2%E7%A8%8B\" >\u9ede\u6211\u770b\u5176\u4ed6AI\u9818\u57df\u76f8\u95dc\u8ab2\u7a0b<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%BB%B6%E4%BC%B8%E8%AA%B2%E7%A8%8B\"><\/span>\u5ef6\u4f38\u8ab2\u7a0b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong><a href=\"http:\/\/bit.ly\/2O5CLDB\">RESTful service \u76f8\u95dc\u8ab2\u7a0b<\/a><\/strong><\/h3>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"http:\/\/bit.ly\/2O5CLDB\"><img decoding=\"async\" width=\"623\" height=\"350\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2019\/11\/JAVA_REST.png\" alt=\"http:\/\/bit.ly\/2O5CLDB\" class=\"wp-image-14643\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2019\/11\/JAVA_REST.png 623w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2019\/11\/JAVA_REST-300x169.png 300w\" sizes=\"(max-width: 623px) 100vw, 623px\" \/><\/a><\/figure><\/div>\n\n\n\n<p><a href=\"https:\/\/www.tibame.com\/course\/524\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong><a href=\"https:\/\/www.tibame.com\/course\/523?utm_source=TibaMe_Blog&amp;utm_medium=Eric_AI\">Java \u76f8\u95dc\u8ab2\u7a0b<\/a><\/strong><a rel=\"noreferrer noopener\" href=\"https:\/\/www.tibame.com\/course\/523\" target=\"_blank\"><\/a><\/h3>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/www.tibame.com\/course\/523?utm_source=TibaMe_Blog&amp;utm_medium=Eric_AI\"><img decoding=\"async\" width=\"620\" height=\"352\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2019\/11\/Spring.png\" alt=\"\" class=\"wp-image-14644\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2019\/11\/Spring.png 620w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2019\/11\/Spring-300x170.png 300w\" sizes=\"(max-width: 620px) 100vw, 620px\" \/><\/a><\/figure><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E9%BB%9E%E6%88%91%E7%9C%8B%E5%85%B6%E4%BB%96AI%E9%A0%98%E5%9F%9F%E7%9B%B8%E9%97%9C%E8%AA%B2%E7%A8%8B\"><\/span><a href=\"https:\/\/www.tibame.com\/courselibrary\/ai?utm_source=TibaMe_Blog&amp;utm_medium=Eric_AI\"><strong>\u9ede\u6211\u770b\u5176\u4ed6AI\u9818\u57df\u76f8\u95dc\u8ab2\u7a0b<\/strong><\/a><span class=\"ez-toc-section-end\"><\/span><\/h2>\n","protected":false},"excerpt":{"rendered":"<p>AI \u6d2a\u6d41\u4e0b\u61c9\u7528\u5de5\u7a0b\u5e2b\u4f54\u6709\u7684\u4e00\u5e2d\u91cd\u8981\u4e4b\u5730 \u5728 A&hellip;<\/p>\n","protected":false},"author":19,"featured_media":14647,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[480,1196,173],"tags":[677,706],"class_list":["post-14641","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology","category-ai-","category-173","tag-ai","tag-706"],"aioseo_notices":[],"views":2773,"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/blog.tibame.com\/index.php?rest_route=\/wp\/v2\/posts\/14641","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.tibame.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.tibame.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.tibame.com\/index.php?rest_route=\/wp\/v2\/users\/19"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.tibame.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=14641"}],"version-history":[{"count":2,"href":"https:\/\/blog.tibame.com\/index.php?rest_route=\/wp\/v2\/posts\/14641\/revisions"}],"predecessor-version":[{"id":14645,"href":"https:\/\/blog.tibame.com\/index.php?rest_route=\/wp\/v2\/posts\/14641\/revisions\/14645"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.tibame.com\/index.php?rest_route=\/wp\/v2\/media\/14647"}],"wp:attachment":[{"href":"https:\/\/blog.tibame.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=14641"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.tibame.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=14641"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.tibame.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=14641"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}