{"id":161832,"date":"2023-07-06T20:54:00","date_gmt":"2023-07-06T12:54:00","guid":{"rendered":"https:\/\/pingtungtimes.com.tw\/?p=161832"},"modified":"2023-07-06T20:54:00","modified_gmt":"2023-07-06T12:54:00","slug":"mixpanel%e6%96%b0%e5%a2%9e%e7%94%9f%e6%88%90%e5%bc%8f%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%ef%bc%8c%e6%96%b9%e4%be%bf%e5%85%ac%e5%8f%b8%e3%80%8c%e8%88%87%e6%95%b8%e6%93%9a%e8%81%8a%e5%a4%a9%e3%80%8d","status":"publish","type":"post","link":"https:\/\/pingtungtimes.com.tw\/?p=161832","title":{"rendered":"Mixpanel\u65b0\u589e\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff0c\u65b9\u4fbf\u516c\u53f8\u300c\u8207\u6578\u64da\u804a\u5929\u300d"},"content":{"rendered":"
\n\n\n\n
<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

8,000<\/b>\u00a0\u5bb6\u5168\u7403\u9818\u5148\u6578\u78bc\u516c\u53f8\u7684\u7522\u54c1\u5718\u968a\u3001\u884c\u92b7\u4eba\u54e1\u548c\u9ad8\u7ba1\u53ef\u4ee5\u85c9\u7531\u81ea\u7136\u8a9e\u8a00\u804a\u5929\u67e5\u8a62\u4f7f\u7528\u8005\u6578\u64da<\/b><\/i><\/p>\n

Mixpanel<\/b>\u00a0\u7d0d\u5165<\/b>\u00a0OpenAI<\/b>\u00a0\u7684<\/b>\u00a0GPT-3.5 Turbo<\/b>\u53ef\u4ee5\u9a57\u8b49\u6e96\u78ba\u6027\u4e26\u512a\u5148\u8003\u616e\u79c1\u96b1\u6027<\/b><\/i><\/p>\n

\u820a\u91d1\u5c71<\/span>2023\u5e747\u67086\u65e5<\/span> \/\u7f8e\u901a\u793e\/ — \u4e8b\u4ef6\u5206\u6790*\u5148\u9a45 Mixpanel<\/a><\/u>\u96c6\u6210\u4e86\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff0c\u65b9\u4fbf\u516c\u53f8\u300c\u8207\u6578\u64da\u804a\u5929\u300d\u3002\u9019\u4e00\u8209\u63aa\u8b93\u516c\u53f8\u80fd\u5920\u66f4\u8f15\u9b06\u5730\u5feb\u901f\u4e86\u89e3\u7522\u54c1\u548c\u884c\u92b7\u6c7a\u7b56\u5c0d\u5ba2\u6236\u9ad4\u9a57\u53ca\u516c\u53f8\u6536\u76ca\u7684\u5f71\u97ff\u3002Mixpanel \u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u61c9\u7528\u7a0b\u5f0f\u53ef\u4ee5\u5c0d\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u7684\u67e5\u8a62\u9032\u884c\u5be9\u6838\uff0c\u65b9\u4fbf\u4eba\u5011\u4e86\u89e3\u6240\u5efa\u7acb\u5831\u544a\u7684\u4f86\u6e90\u548c\u6e96\u78ba\u6027\uff0c\u7121\u9700\u5c07\u5176\u5c08\u6709\u6578\u64da\u66b4\u9732\u7d66\u5927\u578b\u8a9e\u8a00\u6a21\u578b (LLM)\u3002<\/p>\n

\u5982\u4eca\uff0c\u4efb\u4f55\u00a0Mixpanel\u00a0\u7528\u6236\u90fd\u53ef\u4ee5\u5411\u00a0OpenAI\u00a0\u7684\u300cGPT-3.5 Turbo\u300d\u6a21\u578b\u63d0\u51fa\u7c21\u55ae\u7684\u82f1\u8a9e\u554f\u984c\u4f86\u6e05\u695a\u4e86\u89e3\u6bcf\u4f4d\u5ba2\u6236\u7684\u9ad4\u9a57\uff0c\u9019\u70ba\u60f3\u8981\u4e86\u89e3\u7528\u6236\u5982\u4f55\u4f7f\u7528\u5176\u61c9\u7528\u7a0b\u5f0f\u7684\u516c\u53f8\u6d88\u9664\u4e86\u53e6\u4e00\u9053\u969c\u7919\u3002<\/p>\n

\u4f8b\u5982\uff0c\u7db2\u7d04\u8eca\u516c\u53f8\u7684\u975e\u6280\u8853\u985e\u54e1\u5de5\u53ef\u80fd\u6703\u554f\uff1a\u00a0\u300c\u7576\u6211\u5011\u5728\u95dc\u9375\u5e02\u5834\u61c9\u7528\u5cf0\u6642\u5b9a\u50f9\u6642\uff0c\u54ea\u500b\u4f7f\u7528\u7fa4\u9ad4\u6700\u5e38\u8f49\u5316\uff1f\u300d\u00a0\u884c\u92b7\u4eba\u54e1\u53ef\u4ee5\u5feb\u901f\u4e86\u89e3\u8207\u5ee3\u544a\u652f\u51fa\u76f8\u95dc\u7684\u8da8\u52e2\uff0c\u92b7\u552e\u4eba\u54e1\u4e5f\u53ef\u4ee5\u770b\u5230\u6536\u5165\u96a8\u6642\u9593\u7684\u8b8a\u5316\u3002\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u6240\u9700\u7684\u67e5\u8a62\uff0c\u7d93 Mixpanel\u00a0\u57f7\u884c\uff0c\u7acb\u5373\u8fd4\u56de\u76f8\u95dc\u5716\u8868\uff0c\u76f4\u89c0\u5730\u986f\u793a\u4e0d\u540c\u5e02\u5834\u4e2d\u4e0d\u540c\u7fa4\u9ad4\u7684\u8f49\u5316\u8da8\u52e2\u3002<\/p>\n

Mixpanel<\/b>\u00a0\u884c\u653f\u7e3d\u88c1 <\/b>Amir<\/b>\u00a0Movafaghi<\/b>\u00a0\u8868\u793a\uff1a<\/b>\u00a0\u300c\u751f\u6210\u5f0f AI\u00a0\u662f\u4e0b\u4e00\u500b\u8a08\u7b97\u4ecb\u9762\uff0c\u5c07\u5927\u5927\u5730\u63d0\u9ad8\u751f\u7522\u529b\u3002\u5728\u6211\u5011\u7684\u4e16\u754c\u4e2d\uff0c\u9019\u610f\u5473\u8457\u4efb\u4f55\u4eba\u90fd\u80fd\u8f15\u9b06\u5730\u900f\u904e\u7c21\u55ae\u82f1\u8a9e\u5411\u4eba\u5de5\u667a\u80fd\u63d0\u554f\uff0c\u67e5\u8a62\u81ea\u6709\u6578\u64da\u3002\u8b93\u5206\u6790\u8b8a\u5f97\u66f4\u5bb9\u6613\uff0c\u8b93\u6bcf\u500b\u4eba\u90fd\u53ef\u4ee5\u53c3\u8207\uff0c\u5c07\u986f\u8457\u6539\u5584\u6574\u500b\u516c\u53f8\u7684\u6c7a\u7b56\u3002\u300d<\/i><\/p>\n

\u512a\u5148\u8003\u616e\u79c1\u96b1\u4e26\u9a57\u8b49\u6e96\u78ba\u6027
<\/b>\u5118\u7ba1\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4ee3\u8868\u8457\u5de8\u5927\u7684\u6a5f\u6703\uff0c\u4f46\u4e26\u4e0d\u7e3d\u662f\u6e96\u78ba\u7684\u3002\u56e0\u6b64\uff0c\u4f7f\u7528\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u7684 Mixpanel\u00a0\u67e5\u8a62\u65b9\u4fbf\u4eba\u5011\u6aa2\u67e5\u7b54\u6848\u7684\u4f86\u6e90\uff0c\u4e86\u89e3\u5831\u544a\u662f\u5982\u4f55\u751f\u6210\u7684\u3002\u96d6\u7136\u4eba\u5de5\u667a\u80fd\u529f\u80fd\u5c07\u5411\u6240\u6709 Mixpanel\u00a0\u7528\u6236\u958b\u653e\uff0c\u4f46\u540c\u6642\u4e5f\u63d0\u4f9b\u9078\u9805\uff0c\u4eba\u5011\u53ef\u4ee5\u9078\u64c7\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u67e5\u8a62\u6216\u7e7c\u7e8c\u4f7f\u7528\u73fe\u6709\u7684\u7528\u6236\u4ecb\u9762\u3002<\/p>\n

Mixpanel \u64c1\u6709\u503c\u5f97\u4fe1\u8cf4\u7684\u7528\u6236\u884c\u70ba\u6578\u64da\uff0c\u4e26\u70ba 8,000\u00a0\u540d\u4ed8\u8cbb\u5ba2\u6236\u63d0\u4f9b\u898b\u89e3\uff0c\u5176\u4e2d\u5305\u62ec\u5927\u578b\u4f01\u696d\u548c\u4e16\u754c\u4e0a\u6700\u6210\u529f\u7684\u6578\u5b57\u9818\u5c0e\u8005\uff0c\u4f8b\u5982 CNN\u3001Uber\u00a0\u548c Yelp\uff01\u9019\u5c31\u662f Mixpanel\u00a0\u5f15\u5165\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5c07\u512a\u5148\u8003\u616e\u7528\u6236\u79c1\u96b1\u7684\u539f\u56e0\u3002Mixpanel\u00a0\u5ba2\u6236\u4e0d\u9700\u8981\u5c07\u6578\u64da\u63d0\u4f9b\u7d66\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff0c\u76f8\u53cd\uff0c\u4eba\u5de5\u667a\u80fd\u63d0\u9ad8\u4e86\u69cb\u5efa\u67e5\u8a62\u7684\u901f\u5ea6\u548c\u6613\u7528\u6027\uff0c\u800c\u5be6\u969b\u4e0a\u5206\u6790\u5e95\u5c64\u6578\u64da\u7684\u662f Mixpanel\u3002<\/p>\n

\u300c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6709\u9ede\u50cf\u96fb\u529b\uff0c\u4f60\u53ef\u4ee5\u5c07\u5176\u69cb\u5efa\u5230\u5176\u4ed6\u7522\u54c1\u4e2d\uff0c\u63a8\u9032\u4e8b\u60c5\u8b8a\u5f97\u66f4\u5feb\u3001\u66f4\u5bb9\u6613\u3002\u6211\u5011\u4f7f\u7528\u9019\u4e00\u6280\u8853\u4f86\u52a0\u5feb\u5de5\u4f5c\u6d41\u7a0b\u4e26\u7c21\u5316\u4eba\u5011\u63d0\u51fa\u6578\u64da\u554f\u984c\u7684\u65b9\u5f0f\u3002\u4f46\u9019\u50c5\u50c5\u662f\u958b\u59cb\uff0c\u6211\u5011\u9810\u8a08 LLM\u00a0\u5c07\u5728\u672a\u4f86\u5e7e\u5e74\u589e\u5f37\u5206\u6790\u80fd\u529b\u3002\u300d<\/i>\u00a0Movafaghi<\/b>\u00a0\u88dc\u5145\u9053\u3002<\/b><\/p>\n

\u50b3\u7d71\u4e0a\uff0c\u4f7f\u7528\u5546\u696d\u667a\u6167\u5de5\u5177\u7684\u6578\u64da\u5206\u6790\u5e2b\u5728\u5206\u6790\u6578\u64da\u6642\u9700\u8981\u7de8\u5beb\u8907\u96dc\u7684 SQL\u00a0\u67e5\u8a62\uff0c\u9019\u4e00\u8981\u6c42\u4f7f\u5206\u6790\u6210\u70ba\u4e00\u9580\u5c0f\u773e\u5b78\u79d1\uff0c\u963b\u7919\u4e86\u516c\u53f8\u5f9e\u5927\u898f\u6a21\u6578\u64da\u4e2d\u5feb\u901f\u7372\u5f97\u7b54\u6848\u3002Mixpanel\u00a0\u900f\u904e\u5176\u57fa\u65bc\u4e8b\u4ef6\u7684\u5206\u6790\u7cfb\u7d71\u6539\u8b8a\u4e86\u9019\u4e00\u9ede\uff0c\u975e\u6280\u8853\u985e\u54e1\u5de5\u53ef\u4ee5\u4f7f\u7528\u8a72\u7cfb\u7d71\u4e26\u4e0b\u62c9\u9078\u55ae\u8a62\u554f\u4ed6\u5011\u7684\u6578\u64da\u554f\u984c\u3002\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u5f15\u5165\u91cd\u5851\u4e86\u6578\u64da\u5206\u6790\u904e\u7a0b\uff0c\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u4f7f\u7528 Mixpanel\u00a0\u8f15\u9b06\u5730\u63d0\u51fa\u6578\u64da\u554f\u984c\uff0c\u4ee5\u6b64\u505a\u51fa\u66f4\u597d\u7684\u6c7a\u7b56\u3002<\/p>\n

\u4f5c\u70ba\u5c01\u9589 Beta\u00a0\u8a08\u5283\u7684\u4e00\u90e8\u5206\uff0c\u5168\u65b0 Mixpanel\u00a0\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4ecb\u9762\u76ee\u524d\u6b63\u5728\u7531\u4e00\u7d44\u7d93\u9078\u5b9a\u7684\u5ba2\u6236\u4f7f\u7528\u3002\u8a72\u529f\u80fd\u5c07\u5728\u672a\u4f86\u5e7e\u9031\u5167\u4f5c\u70ba\u53ef\u9078\u4ecb\u9762\u514d\u8cbb\u63d0\u4f9b\u7d66\u6240\u6709 Mixpanel\u00a0\u4f7f\u7528\u8005\u3002<\/p>\n

*\u4e8b\u4ef6\u5206\u6790\u7c21\u4ecb
<\/b>\u4e8b\u4ef6\u5206\u6790\u6355\u7372\u6bcf\u500b\u4f7f\u7528\u8005\u5728\u6578\u78bc\u7522\u54c1\uff08\u4f8b\u5982\u96fb\u5b50\u5546\u52d9\u7db2\u7ad9\u6216\u7db2\u7d04\u8eca\u61c9\u7528\u7a0b\u5f0f\uff09\u4e2d\u57f7\u884c\u7684\u6bcf\u500b\u64cd\u4f5c\uff08\u6216\u4e8b\u4ef6\uff09\u3002\u9019\u7a2e\u975e\u5e38\u7cbe\u7d30\u7684\u8996\u5716\u53ef\u4ee5\u5e6b\u52a9\u516c\u53f8\u4e86\u89e3\u4e0d\u540c\u4f7f\u7528\u8005\u7fa4\u9ad4\u5728\u9ad4\u9a57\u904e\u7a0b\u4e2d\u4e0d\u540c\u6642\u523b\u7684\u884c\u70ba\u65b9\u5f0f\uff0c\u5f9e\u800c\u56de\u7b54\u4ee5\u4e0b\u554f\u984c\uff1a\u54ea\u4e9b\u4f7f\u7528\u8005\u7fa4\u9ad4\u5728\u8a3b\u518a\u904e\u7a0b\u4e2d\u6d41\u5931\u4e86\uff1f\u6191\u85c9 Mixpanel\uff0c\u73fe\u5728\u9084\u53ef\u4ee5\u4e86\u89e3\u6b64\u985e\u5ba2\u6236\u9ad4\u9a57\u554f\u984c\u5c0d\u6536\u5165\u7684\u9023\u9396\u5f71\u97ff\u3002<\/p>\n

\u9019\u7a2e\u65b9\u6cd5\u6bd4\u50b3\u7d71\u7684\u5546\u696d\u667a\u6167 (BI)\u00a0\u5de5\u5177\u66f4\u5feb\u3001\u66f4\u5bb9\u6613\uff0c\u50b3\u7d71\u7684 BI\u00a0\u5de5\u5177\u9700\u8981\u6e96\u5099\u6578\u64da\u4e26\u88fd\u6210\u8868\u55ae\uff0c\u4e26\u4f7f\u7528 SQL\u00a0\u7de8\u78bc\u7684 BI\u00a0\u67e5\u8a62\u3002\u96d6\u7136 BI\u00a0\u5206\u6790\u53ef\u4ee5\u63d0\u4f9b\u6709\u591a\u5c11\u5ba2\u6236\u6d41\u5931\u7684\u8996\u5716\uff0c\u4f46\u5b83\u7121\u6cd5\u63a2\u7a76\u70ba\u4f55\u7528\u6236\u6709\u67d0\u4e9b\u7279\u5b9a\u884c\u70ba\u3002\u5c0d\u65bc\u5efa\u7acb\u4e26\u6301\u7e8c\u6539\u9032\u4e16\u754c\u4e0a\u6700\u6210\u529f\u7684\u6578\u78bc\u7522\u54c1\u7684\u7522\u54c1\u5718\u968a\u800c\u8a00\uff0c\u9019\u5c31\u662f\u4e8b\u4ef6\u5206\u6790\u5982\u6b64\u91cd\u8981\u7684\u539f\u56e0\u3002 \u00a0<\/p>\n

Mixpanel<\/b>\u00a0\u7c21\u4ecb<\/b><\/p>\n

Mixpanel<\/a>\u00a0\u662f\u4e00\u500b\u4e8b\u4ef6\u5206\u6790\u5e73\u53f0\uff0c\u53ef\u8b93\u4efb\u4f55\u4eba\u5728\u5e7e\u79d2\u9418\u5167\u5f9e\u5ba2\u6236\u548c\u6536\u5165\u6578\u64da\u4e2d\u7372\u53d6\u5404\u7a2e\u8cc7\u8a0a\u3002\u5b83\u63d0\u4f9b\u4e86\u4f7f\u7528\u8005\u5982\u4f55\u8207\u6578\u78bc\u7522\u54c1\u4ea4\u4e92\u7684\u5f37\u5927\u5be6\u6642\u5716\u8868\u548c\u53ef\u8996\u5316\u5716\u4f8b\u3002\u4e0d\u8ad6\u6280\u8853\u5c08\u696d\u77e5\u8b58\u5982\u4f55\uff0c\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u900f\u904e Mixpanel\u00a0\u5c08\u6ce8\u65bc\u9ad8\u6548\u7684\u5de5\u4f5c\uff0c\u4e26\u82b1\u66f4\u591a\u6642\u9593\u7814\u7a76\u4ed6\u5011\u7684\u6700\u4f73\u5275\u610f\u3002\u5982\u6b32\u4e86\u89e3\u66f4\u591a\u8cc7\u8a0a\uff0c\u8acb\u700f\u89bd\uff1a\u00a0www.mixpanel.com<\/a><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

8,000\u00a0\u5bb6\u5168\u7403\u9818\u5148\u6578\u78bc\u516c\u53f8…<\/p>\n","protected":false},"author":16,"featured_media":161833,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[40567],"tags":[],"class_list":["post-161832","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-40567"],"acf":[],"yoast_head":"\nMixpanel\u65b0\u589e\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff0c\u65b9\u4fbf\u516c\u53f8\u300c\u8207\u6578\u64da\u804a\u5929\u300d - \u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831<\/title>\n<meta name=\"description\" content=\"8,000\u00a0\u5bb6\u5168\u7403\u9818\u5148\u6578\u78bc\u516c\u53f8\u7684\u7522\u54c1\u5718\u968a\u3001\u884c\u92b7\u4eba\u54e1\u548c\u9ad8\u7ba1\u53ef\u4ee5\u85c9\u7531\u81ea\u7136\u8a9e\u8a00\u804a\u5929\u67e5\u8a62\u4f7f\u7528\u8005\u6578\u64da Mixpanel\u00a0\u7d0d\u5165\u00a0OpenAI\u00a0\u7684\u00a0GPT-3.5 Turbo\u53ef\u4ee5\u9a57\u8b49\u6e96\u78ba\u6027\u4e26\u512a\u5148\u8003\u616e\u79c1\u96b1\u6027 \u820a\u91d1\u5c712023\u5e747\u67086\u65e5 \/\u7f8e\u901a\u793e\/ -- \u4e8b\u4ef6\u5206\u6790*\u5148\u9a45 Mixpanel\u96c6\u6210\u4e86\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff0c\u65b9\u4fbf\u516c\u53f8\u300c\u8207\u6578\u64da\u804a\u5929\u300d\u3002\u9019\u4e00\u8209\u63aa\u8b93\u516c\u53f8\u80fd\u5920\u66f4\u8f15\u9b06\u5730\u5feb\u901f\u4e86\u89e3\u7522\u54c1\u548c\u884c\u92b7\u6c7a\u7b56\u5c0d\u5ba2\u6236\u9ad4\u9a57\u53ca\u516c\u53f8\u6536\u76ca\u7684\u5f71\u97ff\u3002Mixpanel \u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u61c9\u7528\u7a0b\u5f0f\u53ef\u4ee5\u5c0d\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u7684\u67e5\u8a62\u9032\u884c\u5be9\u6838\uff0c\u65b9\u4fbf\u4eba\u5011\u4e86\u89e3\u6240\u5efa\u7acb\u5831\u544a\u7684\u4f86\u6e90\u548c\u6e96\u78ba\u6027\uff0c\u7121\u9700\u5c07\u5176\u5c08\u6709\u6578\u64da\u66b4\u9732\u7d66\u5927\u578b\u8a9e\u8a00\u6a21\u578b (LLM)\u3002 \u5982\u4eca\uff0c\u4efb\u4f55\u00a0Mixpanel\u00a0\u7528\u6236\u90fd\u53ef\u4ee5\u5411\u00a0OpenAI\u00a0\u7684\u300cGPT-3.5 Turbo\u300d\u6a21\u578b\u63d0\u51fa\u7c21\u55ae\u7684\u82f1\u8a9e\u554f\u984c\u4f86\u6e05\u695a\u4e86\u89e3\u6bcf\u4f4d\u5ba2\u6236\u7684\u9ad4\u9a57\uff0c\u9019\u70ba\u60f3\u8981\u4e86\u89e3\u7528\u6236\u5982\u4f55\u4f7f\u7528\u5176\u61c9\u7528\u7a0b\u5f0f\u7684\u516c\u53f8\u6d88\u9664\u4e86\u53e6\u4e00\u9053\u969c\u7919\u3002 \u4f8b\u5982\uff0c\u7db2\u7d04\u8eca\u516c\u53f8\u7684\u975e\u6280\u8853\u985e\u54e1\u5de5\u53ef\u80fd\u6703\u554f\uff1a\u00a0\u300c\u7576\u6211\u5011\u5728\u95dc\u9375\u5e02\u5834\u61c9\u7528\u5cf0\u6642\u5b9a\u50f9\u6642\uff0c\u54ea\u500b\u4f7f\u7528\u7fa4\u9ad4\u6700\u5e38\u8f49\u5316\uff1f\u300d\u00a0\u884c\u92b7\u4eba\u54e1\u53ef\u4ee5\u5feb\u901f\u4e86\u89e3\u8207\u5ee3\u544a\u652f\u51fa\u76f8\u95dc\u7684\u8da8\u52e2\uff0c\u92b7\u552e\u4eba\u54e1\u4e5f\u53ef\u4ee5\u770b\u5230\u6536\u5165\u96a8\u6642\u9593\u7684\u8b8a\u5316\u3002\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u6240\u9700\u7684\u67e5\u8a62\uff0c\u7d93 Mixpanel\u00a0\u57f7\u884c\uff0c\u7acb\u5373\u8fd4\u56de\u76f8\u95dc\u5716\u8868\uff0c\u76f4\u89c0\u5730\u986f\u793a\u4e0d\u540c\u5e02\u5834\u4e2d\u4e0d\u540c\u7fa4\u9ad4\u7684\u8f49\u5316\u8da8\u52e2\u3002 Mixpanel\u00a0\u884c\u653f\u7e3d\u88c1 Amir\u00a0Movafaghi\u00a0\u8868\u793a\uff1a\u00a0\u300c\u751f\u6210\u5f0f AI\u00a0\u662f\u4e0b\u4e00\u500b\u8a08\u7b97\u4ecb\u9762\uff0c\u5c07\u5927\u5927\u5730\u63d0\u9ad8\u751f\u7522\u529b\u3002\u5728\u6211\u5011\u7684\u4e16\u754c\u4e2d\uff0c\u9019\u610f\u5473\u8457\u4efb\u4f55\u4eba\u90fd\u80fd\u8f15\u9b06\u5730\u900f\u904e\u7c21\u55ae\u82f1\u8a9e\u5411\u4eba\u5de5\u667a\u80fd\u63d0\u554f\uff0c\u67e5\u8a62\u81ea\u6709\u6578\u64da\u3002\u8b93\u5206\u6790\u8b8a\u5f97\u66f4\u5bb9\u6613\uff0c\u8b93\u6bcf\u500b\u4eba\u90fd\u53ef\u4ee5\u53c3\u8207\uff0c\u5c07\u986f\u8457\u6539\u5584\u6574\u500b\u516c\u53f8\u7684\u6c7a\u7b56\u3002\u300d \u512a\u5148\u8003\u616e\u79c1\u96b1\u4e26\u9a57\u8b49\u6e96\u78ba\u6027\u5118\u7ba1\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4ee3\u8868\u8457\u5de8\u5927\u7684\u6a5f\u6703\uff0c\u4f46\u4e26\u4e0d\u7e3d\u662f\u6e96\u78ba\u7684\u3002\u56e0\u6b64\uff0c\u4f7f\u7528\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u7684 Mixpanel\u00a0\u67e5\u8a62\u65b9\u4fbf\u4eba\u5011\u6aa2\u67e5\u7b54\u6848\u7684\u4f86\u6e90\uff0c\u4e86\u89e3\u5831\u544a\u662f\u5982\u4f55\u751f\u6210\u7684\u3002\u96d6\u7136\u4eba\u5de5\u667a\u80fd\u529f\u80fd\u5c07\u5411\u6240\u6709 Mixpanel\u00a0\u7528\u6236\u958b\u653e\uff0c\u4f46\u540c\u6642\u4e5f\u63d0\u4f9b\u9078\u9805\uff0c\u4eba\u5011\u53ef\u4ee5\u9078\u64c7\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u67e5\u8a62\u6216\u7e7c\u7e8c\u4f7f\u7528\u73fe\u6709\u7684\u7528\u6236\u4ecb\u9762\u3002 Mixpanel \u64c1\u6709\u503c\u5f97\u4fe1\u8cf4\u7684\u7528\u6236\u884c\u70ba\u6578\u64da\uff0c\u4e26\u70ba 8,000\u00a0\u540d\u4ed8\u8cbb\u5ba2\u6236\u63d0\u4f9b\u898b\u89e3\uff0c\u5176\u4e2d\u5305\u62ec\u5927\u578b\u4f01\u696d\u548c\u4e16\u754c\u4e0a\u6700\u6210\u529f\u7684\u6578\u5b57\u9818\u5c0e\u8005\uff0c\u4f8b\u5982 CNN\u3001Uber\u00a0\u548c Yelp\uff01\u9019\u5c31\u662f Mixpanel\u00a0\u5f15\u5165\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5c07\u512a\u5148\u8003\u616e\u7528\u6236\u79c1\u96b1\u7684\u539f\u56e0\u3002Mixpanel\u00a0\u5ba2\u6236\u4e0d\u9700\u8981\u5c07\u6578\u64da\u63d0\u4f9b\u7d66\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff0c\u76f8\u53cd\uff0c\u4eba\u5de5\u667a\u80fd\u63d0\u9ad8\u4e86\u69cb\u5efa\u67e5\u8a62\u7684\u901f\u5ea6\u548c\u6613\u7528\u6027\uff0c\u800c\u5be6\u969b\u4e0a\u5206\u6790\u5e95\u5c64\u6578\u64da\u7684\u662f Mixpanel\u3002 \u300c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6709\u9ede\u50cf\u96fb\u529b\uff0c\u4f60\u53ef\u4ee5\u5c07\u5176\u69cb\u5efa\u5230\u5176\u4ed6\u7522\u54c1\u4e2d\uff0c\u63a8\u9032\u4e8b\u60c5\u8b8a\u5f97\u66f4\u5feb\u3001\u66f4\u5bb9\u6613\u3002\u6211\u5011\u4f7f\u7528\u9019\u4e00\u6280\u8853\u4f86\u52a0\u5feb\u5de5\u4f5c\u6d41\u7a0b\u4e26\u7c21\u5316\u4eba\u5011\u63d0\u51fa\u6578\u64da\u554f\u984c\u7684\u65b9\u5f0f\u3002\u4f46\u9019\u50c5\u50c5\u662f\u958b\u59cb\uff0c\u6211\u5011\u9810\u8a08 LLM\u00a0\u5c07\u5728\u672a\u4f86\u5e7e\u5e74\u589e\u5f37\u5206\u6790\u80fd\u529b\u3002\u300d\u00a0Movafaghi\u00a0\u88dc\u5145\u9053\u3002 \u50b3\u7d71\u4e0a\uff0c\u4f7f\u7528\u5546\u696d\u667a\u6167\u5de5\u5177\u7684\u6578\u64da\u5206\u6790\u5e2b\u5728\u5206\u6790\u6578\u64da\u6642\u9700\u8981\u7de8\u5beb\u8907\u96dc\u7684 SQL\u00a0\u67e5\u8a62\uff0c\u9019\u4e00\u8981\u6c42\u4f7f\u5206\u6790\u6210\u70ba\u4e00\u9580\u5c0f\u773e\u5b78\u79d1\uff0c\u963b\u7919\u4e86\u516c\u53f8\u5f9e\u5927\u898f\u6a21\u6578\u64da\u4e2d\u5feb\u901f\u7372\u5f97\u7b54\u6848\u3002Mixpanel\u00a0\u900f\u904e\u5176\u57fa\u65bc\u4e8b\u4ef6\u7684\u5206\u6790\u7cfb\u7d71\u6539\u8b8a\u4e86\u9019\u4e00\u9ede\uff0c\u975e\u6280\u8853\u985e\u54e1\u5de5\u53ef\u4ee5\u4f7f\u7528\u8a72\u7cfb\u7d71\u4e26\u4e0b\u62c9\u9078\u55ae\u8a62\u554f\u4ed6\u5011\u7684\u6578\u64da\u554f\u984c\u3002\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u5f15\u5165\u91cd\u5851\u4e86\u6578\u64da\u5206\u6790\u904e\u7a0b\uff0c\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u4f7f\u7528 Mixpanel\u00a0\u8f15\u9b06\u5730\u63d0\u51fa\u6578\u64da\u554f\u984c\uff0c\u4ee5\u6b64\u505a\u51fa\u66f4\u597d\u7684\u6c7a\u7b56\u3002 \u4f5c\u70ba\u5c01\u9589 Beta\u00a0\u8a08\u5283\u7684\u4e00\u90e8\u5206\uff0c\u5168\u65b0 Mixpanel\u00a0\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4ecb\u9762\u76ee\u524d\u6b63\u5728\u7531\u4e00\u7d44\u7d93\u9078\u5b9a\u7684\u5ba2\u6236\u4f7f\u7528\u3002\u8a72\u529f\u80fd\u5c07\u5728\u672a\u4f86\u5e7e\u9031\u5167\u4f5c\u70ba\u53ef\u9078\u4ecb\u9762\u514d\u8cbb\u63d0\u4f9b\u7d66\u6240\u6709 Mixpanel\u00a0\u4f7f\u7528\u8005\u3002 *\u4e8b\u4ef6\u5206\u6790\u7c21\u4ecb\u4e8b\u4ef6\u5206\u6790\u6355\u7372\u6bcf\u500b\u4f7f\u7528\u8005\u5728\u6578\u78bc\u7522\u54c1\uff08\u4f8b\u5982\u96fb\u5b50\u5546\u52d9\u7db2\u7ad9\u6216\u7db2\u7d04\u8eca\u61c9\u7528\u7a0b\u5f0f\uff09\u4e2d\u57f7\u884c\u7684\u6bcf\u500b\u64cd\u4f5c\uff08\u6216\u4e8b\u4ef6\uff09\u3002\u9019\u7a2e\u975e\u5e38\u7cbe\u7d30\u7684\u8996\u5716\u53ef\u4ee5\u5e6b\u52a9\u516c\u53f8\u4e86\u89e3\u4e0d\u540c\u4f7f\u7528\u8005\u7fa4\u9ad4\u5728\u9ad4\u9a57\u904e\u7a0b\u4e2d\u4e0d\u540c\u6642\u523b\u7684\u884c\u70ba\u65b9\u5f0f\uff0c\u5f9e\u800c\u56de\u7b54\u4ee5\u4e0b\u554f\u984c\uff1a\u54ea\u4e9b\u4f7f\u7528\u8005\u7fa4\u9ad4\u5728\u8a3b\u518a\u904e\u7a0b\u4e2d\u6d41\u5931\u4e86\uff1f\u6191\u85c9 Mixpanel\uff0c\u73fe\u5728\u9084\u53ef\u4ee5\u4e86\u89e3\u6b64\u985e\u5ba2\u6236\u9ad4\u9a57\u554f\u984c\u5c0d\u6536\u5165\u7684\u9023\u9396\u5f71\u97ff\u3002 \u9019\u7a2e\u65b9\u6cd5\u6bd4\u50b3\u7d71\u7684\u5546\u696d\u667a\u6167 (BI)\u00a0\u5de5\u5177\u66f4\u5feb\u3001\u66f4\u5bb9\u6613\uff0c\u50b3\u7d71\u7684 BI\u00a0\u5de5\u5177\u9700\u8981\u6e96\u5099\u6578\u64da\u4e26\u88fd\u6210\u8868\u55ae\uff0c\u4e26\u4f7f\u7528 SQL\u00a0\u7de8\u78bc\u7684 BI\u00a0\u67e5\u8a62\u3002\u96d6\u7136 BI\u00a0\u5206\u6790\u53ef\u4ee5\u63d0\u4f9b\u6709\u591a\u5c11\u5ba2\u6236\u6d41\u5931\u7684\u8996\u5716\uff0c\u4f46\u5b83\u7121\u6cd5\u63a2\u7a76\u70ba\u4f55\u7528\u6236\u6709\u67d0\u4e9b\u7279\u5b9a\u884c\u70ba\u3002\u5c0d\u65bc\u5efa\u7acb\u4e26\u6301\u7e8c\u6539\u9032\u4e16\u754c\u4e0a\u6700\u6210\u529f\u7684\u6578\u78bc\u7522\u54c1\u7684\u7522\u54c1\u5718\u968a\u800c\u8a00\uff0c\u9019\u5c31\u662f\u4e8b\u4ef6\u5206\u6790\u5982\u6b64\u91cd\u8981\u7684\u539f\u56e0\u3002 \u00a0 Mixpanel\u00a0\u7c21\u4ecb Mixpanel\u00a0\u662f\u4e00\u500b\u4e8b\u4ef6\u5206\u6790\u5e73\u53f0\uff0c\u53ef\u8b93\u4efb\u4f55\u4eba\u5728\u5e7e\u79d2\u9418\u5167\u5f9e\u5ba2\u6236\u548c\u6536\u5165\u6578\u64da\u4e2d\u7372\u53d6\u5404\u7a2e\u8cc7\u8a0a\u3002\u5b83\u63d0\u4f9b\u4e86\u4f7f\u7528\u8005\u5982\u4f55\u8207\u6578\u78bc\u7522\u54c1\u4ea4\u4e92\u7684\u5f37\u5927\u5be6\u6642\u5716\u8868\u548c\u53ef\u8996\u5316\u5716\u4f8b\u3002\u4e0d\u8ad6\u6280\u8853\u5c08\u696d\u77e5\u8b58\u5982\u4f55\uff0c\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u900f\u904e Mixpanel\u00a0\u5c08\u6ce8\u65bc\u9ad8\u6548\u7684\u5de5\u4f5c\uff0c\u4e26\u82b1\u66f4\u591a\u6642\u9593\u7814\u7a76\u4ed6\u5011\u7684\u6700\u4f73\u5275\u610f\u3002\u5982\u6b32\u4e86\u89e3\u66f4\u591a\u8cc7\u8a0a\uff0c\u8acb\u700f\u89bd\uff1a\u00a0www.mixpanel.com\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/pingtungtimes.com.tw\/?p=161832\" \/>\n<meta property=\"og:locale\" content=\"zh_TW\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Mixpanel\u65b0\u589e\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff0c\u65b9\u4fbf\u516c\u53f8\u300c\u8207\u6578\u64da\u804a\u5929\u300d - \u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831\" \/>\n<meta property=\"og:description\" content=\"8,000\u00a0\u5bb6\u5168\u7403\u9818\u5148\u6578\u78bc\u516c\u53f8\u7684\u7522\u54c1\u5718\u968a\u3001\u884c\u92b7\u4eba\u54e1\u548c\u9ad8\u7ba1\u53ef\u4ee5\u85c9\u7531\u81ea\u7136\u8a9e\u8a00\u804a\u5929\u67e5\u8a62\u4f7f\u7528\u8005\u6578\u64da Mixpanel\u00a0\u7d0d\u5165\u00a0OpenAI\u00a0\u7684\u00a0GPT-3.5 Turbo\u53ef\u4ee5\u9a57\u8b49\u6e96\u78ba\u6027\u4e26\u512a\u5148\u8003\u616e\u79c1\u96b1\u6027 \u820a\u91d1\u5c712023\u5e747\u67086\u65e5 \/\u7f8e\u901a\u793e\/ -- \u4e8b\u4ef6\u5206\u6790*\u5148\u9a45 Mixpanel\u96c6\u6210\u4e86\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff0c\u65b9\u4fbf\u516c\u53f8\u300c\u8207\u6578\u64da\u804a\u5929\u300d\u3002\u9019\u4e00\u8209\u63aa\u8b93\u516c\u53f8\u80fd\u5920\u66f4\u8f15\u9b06\u5730\u5feb\u901f\u4e86\u89e3\u7522\u54c1\u548c\u884c\u92b7\u6c7a\u7b56\u5c0d\u5ba2\u6236\u9ad4\u9a57\u53ca\u516c\u53f8\u6536\u76ca\u7684\u5f71\u97ff\u3002Mixpanel \u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u61c9\u7528\u7a0b\u5f0f\u53ef\u4ee5\u5c0d\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u7684\u67e5\u8a62\u9032\u884c\u5be9\u6838\uff0c\u65b9\u4fbf\u4eba\u5011\u4e86\u89e3\u6240\u5efa\u7acb\u5831\u544a\u7684\u4f86\u6e90\u548c\u6e96\u78ba\u6027\uff0c\u7121\u9700\u5c07\u5176\u5c08\u6709\u6578\u64da\u66b4\u9732\u7d66\u5927\u578b\u8a9e\u8a00\u6a21\u578b (LLM)\u3002 \u5982\u4eca\uff0c\u4efb\u4f55\u00a0Mixpanel\u00a0\u7528\u6236\u90fd\u53ef\u4ee5\u5411\u00a0OpenAI\u00a0\u7684\u300cGPT-3.5 Turbo\u300d\u6a21\u578b\u63d0\u51fa\u7c21\u55ae\u7684\u82f1\u8a9e\u554f\u984c\u4f86\u6e05\u695a\u4e86\u89e3\u6bcf\u4f4d\u5ba2\u6236\u7684\u9ad4\u9a57\uff0c\u9019\u70ba\u60f3\u8981\u4e86\u89e3\u7528\u6236\u5982\u4f55\u4f7f\u7528\u5176\u61c9\u7528\u7a0b\u5f0f\u7684\u516c\u53f8\u6d88\u9664\u4e86\u53e6\u4e00\u9053\u969c\u7919\u3002 \u4f8b\u5982\uff0c\u7db2\u7d04\u8eca\u516c\u53f8\u7684\u975e\u6280\u8853\u985e\u54e1\u5de5\u53ef\u80fd\u6703\u554f\uff1a\u00a0\u300c\u7576\u6211\u5011\u5728\u95dc\u9375\u5e02\u5834\u61c9\u7528\u5cf0\u6642\u5b9a\u50f9\u6642\uff0c\u54ea\u500b\u4f7f\u7528\u7fa4\u9ad4\u6700\u5e38\u8f49\u5316\uff1f\u300d\u00a0\u884c\u92b7\u4eba\u54e1\u53ef\u4ee5\u5feb\u901f\u4e86\u89e3\u8207\u5ee3\u544a\u652f\u51fa\u76f8\u95dc\u7684\u8da8\u52e2\uff0c\u92b7\u552e\u4eba\u54e1\u4e5f\u53ef\u4ee5\u770b\u5230\u6536\u5165\u96a8\u6642\u9593\u7684\u8b8a\u5316\u3002\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u6240\u9700\u7684\u67e5\u8a62\uff0c\u7d93 Mixpanel\u00a0\u57f7\u884c\uff0c\u7acb\u5373\u8fd4\u56de\u76f8\u95dc\u5716\u8868\uff0c\u76f4\u89c0\u5730\u986f\u793a\u4e0d\u540c\u5e02\u5834\u4e2d\u4e0d\u540c\u7fa4\u9ad4\u7684\u8f49\u5316\u8da8\u52e2\u3002 Mixpanel\u00a0\u884c\u653f\u7e3d\u88c1 Amir\u00a0Movafaghi\u00a0\u8868\u793a\uff1a\u00a0\u300c\u751f\u6210\u5f0f AI\u00a0\u662f\u4e0b\u4e00\u500b\u8a08\u7b97\u4ecb\u9762\uff0c\u5c07\u5927\u5927\u5730\u63d0\u9ad8\u751f\u7522\u529b\u3002\u5728\u6211\u5011\u7684\u4e16\u754c\u4e2d\uff0c\u9019\u610f\u5473\u8457\u4efb\u4f55\u4eba\u90fd\u80fd\u8f15\u9b06\u5730\u900f\u904e\u7c21\u55ae\u82f1\u8a9e\u5411\u4eba\u5de5\u667a\u80fd\u63d0\u554f\uff0c\u67e5\u8a62\u81ea\u6709\u6578\u64da\u3002\u8b93\u5206\u6790\u8b8a\u5f97\u66f4\u5bb9\u6613\uff0c\u8b93\u6bcf\u500b\u4eba\u90fd\u53ef\u4ee5\u53c3\u8207\uff0c\u5c07\u986f\u8457\u6539\u5584\u6574\u500b\u516c\u53f8\u7684\u6c7a\u7b56\u3002\u300d \u512a\u5148\u8003\u616e\u79c1\u96b1\u4e26\u9a57\u8b49\u6e96\u78ba\u6027\u5118\u7ba1\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4ee3\u8868\u8457\u5de8\u5927\u7684\u6a5f\u6703\uff0c\u4f46\u4e26\u4e0d\u7e3d\u662f\u6e96\u78ba\u7684\u3002\u56e0\u6b64\uff0c\u4f7f\u7528\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u7684 Mixpanel\u00a0\u67e5\u8a62\u65b9\u4fbf\u4eba\u5011\u6aa2\u67e5\u7b54\u6848\u7684\u4f86\u6e90\uff0c\u4e86\u89e3\u5831\u544a\u662f\u5982\u4f55\u751f\u6210\u7684\u3002\u96d6\u7136\u4eba\u5de5\u667a\u80fd\u529f\u80fd\u5c07\u5411\u6240\u6709 Mixpanel\u00a0\u7528\u6236\u958b\u653e\uff0c\u4f46\u540c\u6642\u4e5f\u63d0\u4f9b\u9078\u9805\uff0c\u4eba\u5011\u53ef\u4ee5\u9078\u64c7\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u67e5\u8a62\u6216\u7e7c\u7e8c\u4f7f\u7528\u73fe\u6709\u7684\u7528\u6236\u4ecb\u9762\u3002 Mixpanel \u64c1\u6709\u503c\u5f97\u4fe1\u8cf4\u7684\u7528\u6236\u884c\u70ba\u6578\u64da\uff0c\u4e26\u70ba 8,000\u00a0\u540d\u4ed8\u8cbb\u5ba2\u6236\u63d0\u4f9b\u898b\u89e3\uff0c\u5176\u4e2d\u5305\u62ec\u5927\u578b\u4f01\u696d\u548c\u4e16\u754c\u4e0a\u6700\u6210\u529f\u7684\u6578\u5b57\u9818\u5c0e\u8005\uff0c\u4f8b\u5982 CNN\u3001Uber\u00a0\u548c Yelp\uff01\u9019\u5c31\u662f Mixpanel\u00a0\u5f15\u5165\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5c07\u512a\u5148\u8003\u616e\u7528\u6236\u79c1\u96b1\u7684\u539f\u56e0\u3002Mixpanel\u00a0\u5ba2\u6236\u4e0d\u9700\u8981\u5c07\u6578\u64da\u63d0\u4f9b\u7d66\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff0c\u76f8\u53cd\uff0c\u4eba\u5de5\u667a\u80fd\u63d0\u9ad8\u4e86\u69cb\u5efa\u67e5\u8a62\u7684\u901f\u5ea6\u548c\u6613\u7528\u6027\uff0c\u800c\u5be6\u969b\u4e0a\u5206\u6790\u5e95\u5c64\u6578\u64da\u7684\u662f Mixpanel\u3002 \u300c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6709\u9ede\u50cf\u96fb\u529b\uff0c\u4f60\u53ef\u4ee5\u5c07\u5176\u69cb\u5efa\u5230\u5176\u4ed6\u7522\u54c1\u4e2d\uff0c\u63a8\u9032\u4e8b\u60c5\u8b8a\u5f97\u66f4\u5feb\u3001\u66f4\u5bb9\u6613\u3002\u6211\u5011\u4f7f\u7528\u9019\u4e00\u6280\u8853\u4f86\u52a0\u5feb\u5de5\u4f5c\u6d41\u7a0b\u4e26\u7c21\u5316\u4eba\u5011\u63d0\u51fa\u6578\u64da\u554f\u984c\u7684\u65b9\u5f0f\u3002\u4f46\u9019\u50c5\u50c5\u662f\u958b\u59cb\uff0c\u6211\u5011\u9810\u8a08 LLM\u00a0\u5c07\u5728\u672a\u4f86\u5e7e\u5e74\u589e\u5f37\u5206\u6790\u80fd\u529b\u3002\u300d\u00a0Movafaghi\u00a0\u88dc\u5145\u9053\u3002 \u50b3\u7d71\u4e0a\uff0c\u4f7f\u7528\u5546\u696d\u667a\u6167\u5de5\u5177\u7684\u6578\u64da\u5206\u6790\u5e2b\u5728\u5206\u6790\u6578\u64da\u6642\u9700\u8981\u7de8\u5beb\u8907\u96dc\u7684 SQL\u00a0\u67e5\u8a62\uff0c\u9019\u4e00\u8981\u6c42\u4f7f\u5206\u6790\u6210\u70ba\u4e00\u9580\u5c0f\u773e\u5b78\u79d1\uff0c\u963b\u7919\u4e86\u516c\u53f8\u5f9e\u5927\u898f\u6a21\u6578\u64da\u4e2d\u5feb\u901f\u7372\u5f97\u7b54\u6848\u3002Mixpanel\u00a0\u900f\u904e\u5176\u57fa\u65bc\u4e8b\u4ef6\u7684\u5206\u6790\u7cfb\u7d71\u6539\u8b8a\u4e86\u9019\u4e00\u9ede\uff0c\u975e\u6280\u8853\u985e\u54e1\u5de5\u53ef\u4ee5\u4f7f\u7528\u8a72\u7cfb\u7d71\u4e26\u4e0b\u62c9\u9078\u55ae\u8a62\u554f\u4ed6\u5011\u7684\u6578\u64da\u554f\u984c\u3002\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u5f15\u5165\u91cd\u5851\u4e86\u6578\u64da\u5206\u6790\u904e\u7a0b\uff0c\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u4f7f\u7528 Mixpanel\u00a0\u8f15\u9b06\u5730\u63d0\u51fa\u6578\u64da\u554f\u984c\uff0c\u4ee5\u6b64\u505a\u51fa\u66f4\u597d\u7684\u6c7a\u7b56\u3002 \u4f5c\u70ba\u5c01\u9589 Beta\u00a0\u8a08\u5283\u7684\u4e00\u90e8\u5206\uff0c\u5168\u65b0 Mixpanel\u00a0\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4ecb\u9762\u76ee\u524d\u6b63\u5728\u7531\u4e00\u7d44\u7d93\u9078\u5b9a\u7684\u5ba2\u6236\u4f7f\u7528\u3002\u8a72\u529f\u80fd\u5c07\u5728\u672a\u4f86\u5e7e\u9031\u5167\u4f5c\u70ba\u53ef\u9078\u4ecb\u9762\u514d\u8cbb\u63d0\u4f9b\u7d66\u6240\u6709 Mixpanel\u00a0\u4f7f\u7528\u8005\u3002 *\u4e8b\u4ef6\u5206\u6790\u7c21\u4ecb\u4e8b\u4ef6\u5206\u6790\u6355\u7372\u6bcf\u500b\u4f7f\u7528\u8005\u5728\u6578\u78bc\u7522\u54c1\uff08\u4f8b\u5982\u96fb\u5b50\u5546\u52d9\u7db2\u7ad9\u6216\u7db2\u7d04\u8eca\u61c9\u7528\u7a0b\u5f0f\uff09\u4e2d\u57f7\u884c\u7684\u6bcf\u500b\u64cd\u4f5c\uff08\u6216\u4e8b\u4ef6\uff09\u3002\u9019\u7a2e\u975e\u5e38\u7cbe\u7d30\u7684\u8996\u5716\u53ef\u4ee5\u5e6b\u52a9\u516c\u53f8\u4e86\u89e3\u4e0d\u540c\u4f7f\u7528\u8005\u7fa4\u9ad4\u5728\u9ad4\u9a57\u904e\u7a0b\u4e2d\u4e0d\u540c\u6642\u523b\u7684\u884c\u70ba\u65b9\u5f0f\uff0c\u5f9e\u800c\u56de\u7b54\u4ee5\u4e0b\u554f\u984c\uff1a\u54ea\u4e9b\u4f7f\u7528\u8005\u7fa4\u9ad4\u5728\u8a3b\u518a\u904e\u7a0b\u4e2d\u6d41\u5931\u4e86\uff1f\u6191\u85c9 Mixpanel\uff0c\u73fe\u5728\u9084\u53ef\u4ee5\u4e86\u89e3\u6b64\u985e\u5ba2\u6236\u9ad4\u9a57\u554f\u984c\u5c0d\u6536\u5165\u7684\u9023\u9396\u5f71\u97ff\u3002 \u9019\u7a2e\u65b9\u6cd5\u6bd4\u50b3\u7d71\u7684\u5546\u696d\u667a\u6167 (BI)\u00a0\u5de5\u5177\u66f4\u5feb\u3001\u66f4\u5bb9\u6613\uff0c\u50b3\u7d71\u7684 BI\u00a0\u5de5\u5177\u9700\u8981\u6e96\u5099\u6578\u64da\u4e26\u88fd\u6210\u8868\u55ae\uff0c\u4e26\u4f7f\u7528 SQL\u00a0\u7de8\u78bc\u7684 BI\u00a0\u67e5\u8a62\u3002\u96d6\u7136 BI\u00a0\u5206\u6790\u53ef\u4ee5\u63d0\u4f9b\u6709\u591a\u5c11\u5ba2\u6236\u6d41\u5931\u7684\u8996\u5716\uff0c\u4f46\u5b83\u7121\u6cd5\u63a2\u7a76\u70ba\u4f55\u7528\u6236\u6709\u67d0\u4e9b\u7279\u5b9a\u884c\u70ba\u3002\u5c0d\u65bc\u5efa\u7acb\u4e26\u6301\u7e8c\u6539\u9032\u4e16\u754c\u4e0a\u6700\u6210\u529f\u7684\u6578\u78bc\u7522\u54c1\u7684\u7522\u54c1\u5718\u968a\u800c\u8a00\uff0c\u9019\u5c31\u662f\u4e8b\u4ef6\u5206\u6790\u5982\u6b64\u91cd\u8981\u7684\u539f\u56e0\u3002 \u00a0 Mixpanel\u00a0\u7c21\u4ecb Mixpanel\u00a0\u662f\u4e00\u500b\u4e8b\u4ef6\u5206\u6790\u5e73\u53f0\uff0c\u53ef\u8b93\u4efb\u4f55\u4eba\u5728\u5e7e\u79d2\u9418\u5167\u5f9e\u5ba2\u6236\u548c\u6536\u5165\u6578\u64da\u4e2d\u7372\u53d6\u5404\u7a2e\u8cc7\u8a0a\u3002\u5b83\u63d0\u4f9b\u4e86\u4f7f\u7528\u8005\u5982\u4f55\u8207\u6578\u78bc\u7522\u54c1\u4ea4\u4e92\u7684\u5f37\u5927\u5be6\u6642\u5716\u8868\u548c\u53ef\u8996\u5316\u5716\u4f8b\u3002\u4e0d\u8ad6\u6280\u8853\u5c08\u696d\u77e5\u8b58\u5982\u4f55\uff0c\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u900f\u904e Mixpanel\u00a0\u5c08\u6ce8\u65bc\u9ad8\u6548\u7684\u5de5\u4f5c\uff0c\u4e26\u82b1\u66f4\u591a\u6642\u9593\u7814\u7a76\u4ed6\u5011\u7684\u6700\u4f73\u5275\u610f\u3002\u5982\u6b32\u4e86\u89e3\u66f4\u591a\u8cc7\u8a0a\uff0c\u8acb\u700f\u89bd\uff1a\u00a0www.mixpanel.com\" \/>\n<meta property=\"og:url\" content=\"https:\/\/pingtungtimes.com.tw\/?p=161832\" \/>\n<meta property=\"og:site_name\" content=\"\u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/pingtungnews\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-06T12:54:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/pingtungtimes.com.tw\/wp-content\/uploads\/2023\/07\/Mixpanel_Inc_Logo.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"309\" \/>\n\t<meta property=\"og:image:height\" content=\"75\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"\u7f8e\u901a\u793e\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005:\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u7f8e\u901a\u793e\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"NewsArticle\",\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=161832#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=161832\"},\"author\":{\"name\":\"\u7f8e\u901a\u793e\",\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/#\\\/schema\\\/person\\\/683b937f29ec1537972f6c41e22a2cf3\"},\"headline\":\"Mixpanel\u65b0\u589e\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff0c\u65b9\u4fbf\u516c\u53f8\u300c\u8207\u6578\u64da\u804a\u5929\u300d\",\"datePublished\":\"2023-07-06T12:54:00+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=161832\"},\"wordCount\":47,\"publisher\":{\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=161832#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/wp-content\\\/uploads\\\/2023\\\/07\\\/Mixpanel_Inc_Logo.jpg\",\"articleSection\":[\"\u7f8e\u901a\u793e\"],\"inLanguage\":\"zh-TW\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=161832\",\"url\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=161832\",\"name\":\"Mixpanel\u65b0\u589e\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff0c\u65b9\u4fbf\u516c\u53f8\u300c\u8207\u6578\u64da\u804a\u5929\u300d - \u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=161832#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=161832#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/wp-content\\\/uploads\\\/2023\\\/07\\\/Mixpanel_Inc_Logo.jpg\",\"datePublished\":\"2023-07-06T12:54:00+00:00\",\"description\":\"8,000\u00a0\u5bb6\u5168\u7403\u9818\u5148\u6578\u78bc\u516c\u53f8\u7684\u7522\u54c1\u5718\u968a\u3001\u884c\u92b7\u4eba\u54e1\u548c\u9ad8\u7ba1\u53ef\u4ee5\u85c9\u7531\u81ea\u7136\u8a9e\u8a00\u804a\u5929\u67e5\u8a62\u4f7f\u7528\u8005\u6578\u64da Mixpanel\u00a0\u7d0d\u5165\u00a0OpenAI\u00a0\u7684\u00a0GPT-3.5 Turbo\u53ef\u4ee5\u9a57\u8b49\u6e96\u78ba\u6027\u4e26\u512a\u5148\u8003\u616e\u79c1\u96b1\u6027 \u820a\u91d1\u5c712023\u5e747\u67086\u65e5 \\\/\u7f8e\u901a\u793e\\\/ -- \u4e8b\u4ef6\u5206\u6790*\u5148\u9a45 Mixpanel\u96c6\u6210\u4e86\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff0c\u65b9\u4fbf\u516c\u53f8\u300c\u8207\u6578\u64da\u804a\u5929\u300d\u3002\u9019\u4e00\u8209\u63aa\u8b93\u516c\u53f8\u80fd\u5920\u66f4\u8f15\u9b06\u5730\u5feb\u901f\u4e86\u89e3\u7522\u54c1\u548c\u884c\u92b7\u6c7a\u7b56\u5c0d\u5ba2\u6236\u9ad4\u9a57\u53ca\u516c\u53f8\u6536\u76ca\u7684\u5f71\u97ff\u3002Mixpanel \u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u61c9\u7528\u7a0b\u5f0f\u53ef\u4ee5\u5c0d\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u7684\u67e5\u8a62\u9032\u884c\u5be9\u6838\uff0c\u65b9\u4fbf\u4eba\u5011\u4e86\u89e3\u6240\u5efa\u7acb\u5831\u544a\u7684\u4f86\u6e90\u548c\u6e96\u78ba\u6027\uff0c\u7121\u9700\u5c07\u5176\u5c08\u6709\u6578\u64da\u66b4\u9732\u7d66\u5927\u578b\u8a9e\u8a00\u6a21\u578b (LLM)\u3002 \u5982\u4eca\uff0c\u4efb\u4f55\u00a0Mixpanel\u00a0\u7528\u6236\u90fd\u53ef\u4ee5\u5411\u00a0OpenAI\u00a0\u7684\u300cGPT-3.5 Turbo\u300d\u6a21\u578b\u63d0\u51fa\u7c21\u55ae\u7684\u82f1\u8a9e\u554f\u984c\u4f86\u6e05\u695a\u4e86\u89e3\u6bcf\u4f4d\u5ba2\u6236\u7684\u9ad4\u9a57\uff0c\u9019\u70ba\u60f3\u8981\u4e86\u89e3\u7528\u6236\u5982\u4f55\u4f7f\u7528\u5176\u61c9\u7528\u7a0b\u5f0f\u7684\u516c\u53f8\u6d88\u9664\u4e86\u53e6\u4e00\u9053\u969c\u7919\u3002 \u4f8b\u5982\uff0c\u7db2\u7d04\u8eca\u516c\u53f8\u7684\u975e\u6280\u8853\u985e\u54e1\u5de5\u53ef\u80fd\u6703\u554f\uff1a\u00a0\u300c\u7576\u6211\u5011\u5728\u95dc\u9375\u5e02\u5834\u61c9\u7528\u5cf0\u6642\u5b9a\u50f9\u6642\uff0c\u54ea\u500b\u4f7f\u7528\u7fa4\u9ad4\u6700\u5e38\u8f49\u5316\uff1f\u300d\u00a0\u884c\u92b7\u4eba\u54e1\u53ef\u4ee5\u5feb\u901f\u4e86\u89e3\u8207\u5ee3\u544a\u652f\u51fa\u76f8\u95dc\u7684\u8da8\u52e2\uff0c\u92b7\u552e\u4eba\u54e1\u4e5f\u53ef\u4ee5\u770b\u5230\u6536\u5165\u96a8\u6642\u9593\u7684\u8b8a\u5316\u3002\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u6240\u9700\u7684\u67e5\u8a62\uff0c\u7d93 Mixpanel\u00a0\u57f7\u884c\uff0c\u7acb\u5373\u8fd4\u56de\u76f8\u95dc\u5716\u8868\uff0c\u76f4\u89c0\u5730\u986f\u793a\u4e0d\u540c\u5e02\u5834\u4e2d\u4e0d\u540c\u7fa4\u9ad4\u7684\u8f49\u5316\u8da8\u52e2\u3002 Mixpanel\u00a0\u884c\u653f\u7e3d\u88c1 Amir\u00a0Movafaghi\u00a0\u8868\u793a\uff1a\u00a0\u300c\u751f\u6210\u5f0f AI\u00a0\u662f\u4e0b\u4e00\u500b\u8a08\u7b97\u4ecb\u9762\uff0c\u5c07\u5927\u5927\u5730\u63d0\u9ad8\u751f\u7522\u529b\u3002\u5728\u6211\u5011\u7684\u4e16\u754c\u4e2d\uff0c\u9019\u610f\u5473\u8457\u4efb\u4f55\u4eba\u90fd\u80fd\u8f15\u9b06\u5730\u900f\u904e\u7c21\u55ae\u82f1\u8a9e\u5411\u4eba\u5de5\u667a\u80fd\u63d0\u554f\uff0c\u67e5\u8a62\u81ea\u6709\u6578\u64da\u3002\u8b93\u5206\u6790\u8b8a\u5f97\u66f4\u5bb9\u6613\uff0c\u8b93\u6bcf\u500b\u4eba\u90fd\u53ef\u4ee5\u53c3\u8207\uff0c\u5c07\u986f\u8457\u6539\u5584\u6574\u500b\u516c\u53f8\u7684\u6c7a\u7b56\u3002\u300d \u512a\u5148\u8003\u616e\u79c1\u96b1\u4e26\u9a57\u8b49\u6e96\u78ba\u6027\u5118\u7ba1\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4ee3\u8868\u8457\u5de8\u5927\u7684\u6a5f\u6703\uff0c\u4f46\u4e26\u4e0d\u7e3d\u662f\u6e96\u78ba\u7684\u3002\u56e0\u6b64\uff0c\u4f7f\u7528\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u7684 Mixpanel\u00a0\u67e5\u8a62\u65b9\u4fbf\u4eba\u5011\u6aa2\u67e5\u7b54\u6848\u7684\u4f86\u6e90\uff0c\u4e86\u89e3\u5831\u544a\u662f\u5982\u4f55\u751f\u6210\u7684\u3002\u96d6\u7136\u4eba\u5de5\u667a\u80fd\u529f\u80fd\u5c07\u5411\u6240\u6709 Mixpanel\u00a0\u7528\u6236\u958b\u653e\uff0c\u4f46\u540c\u6642\u4e5f\u63d0\u4f9b\u9078\u9805\uff0c\u4eba\u5011\u53ef\u4ee5\u9078\u64c7\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u67e5\u8a62\u6216\u7e7c\u7e8c\u4f7f\u7528\u73fe\u6709\u7684\u7528\u6236\u4ecb\u9762\u3002 Mixpanel \u64c1\u6709\u503c\u5f97\u4fe1\u8cf4\u7684\u7528\u6236\u884c\u70ba\u6578\u64da\uff0c\u4e26\u70ba 8,000\u00a0\u540d\u4ed8\u8cbb\u5ba2\u6236\u63d0\u4f9b\u898b\u89e3\uff0c\u5176\u4e2d\u5305\u62ec\u5927\u578b\u4f01\u696d\u548c\u4e16\u754c\u4e0a\u6700\u6210\u529f\u7684\u6578\u5b57\u9818\u5c0e\u8005\uff0c\u4f8b\u5982 CNN\u3001Uber\u00a0\u548c Yelp\uff01\u9019\u5c31\u662f Mixpanel\u00a0\u5f15\u5165\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5c07\u512a\u5148\u8003\u616e\u7528\u6236\u79c1\u96b1\u7684\u539f\u56e0\u3002Mixpanel\u00a0\u5ba2\u6236\u4e0d\u9700\u8981\u5c07\u6578\u64da\u63d0\u4f9b\u7d66\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff0c\u76f8\u53cd\uff0c\u4eba\u5de5\u667a\u80fd\u63d0\u9ad8\u4e86\u69cb\u5efa\u67e5\u8a62\u7684\u901f\u5ea6\u548c\u6613\u7528\u6027\uff0c\u800c\u5be6\u969b\u4e0a\u5206\u6790\u5e95\u5c64\u6578\u64da\u7684\u662f Mixpanel\u3002 \u300c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6709\u9ede\u50cf\u96fb\u529b\uff0c\u4f60\u53ef\u4ee5\u5c07\u5176\u69cb\u5efa\u5230\u5176\u4ed6\u7522\u54c1\u4e2d\uff0c\u63a8\u9032\u4e8b\u60c5\u8b8a\u5f97\u66f4\u5feb\u3001\u66f4\u5bb9\u6613\u3002\u6211\u5011\u4f7f\u7528\u9019\u4e00\u6280\u8853\u4f86\u52a0\u5feb\u5de5\u4f5c\u6d41\u7a0b\u4e26\u7c21\u5316\u4eba\u5011\u63d0\u51fa\u6578\u64da\u554f\u984c\u7684\u65b9\u5f0f\u3002\u4f46\u9019\u50c5\u50c5\u662f\u958b\u59cb\uff0c\u6211\u5011\u9810\u8a08 LLM\u00a0\u5c07\u5728\u672a\u4f86\u5e7e\u5e74\u589e\u5f37\u5206\u6790\u80fd\u529b\u3002\u300d\u00a0Movafaghi\u00a0\u88dc\u5145\u9053\u3002 \u50b3\u7d71\u4e0a\uff0c\u4f7f\u7528\u5546\u696d\u667a\u6167\u5de5\u5177\u7684\u6578\u64da\u5206\u6790\u5e2b\u5728\u5206\u6790\u6578\u64da\u6642\u9700\u8981\u7de8\u5beb\u8907\u96dc\u7684 SQL\u00a0\u67e5\u8a62\uff0c\u9019\u4e00\u8981\u6c42\u4f7f\u5206\u6790\u6210\u70ba\u4e00\u9580\u5c0f\u773e\u5b78\u79d1\uff0c\u963b\u7919\u4e86\u516c\u53f8\u5f9e\u5927\u898f\u6a21\u6578\u64da\u4e2d\u5feb\u901f\u7372\u5f97\u7b54\u6848\u3002Mixpanel\u00a0\u900f\u904e\u5176\u57fa\u65bc\u4e8b\u4ef6\u7684\u5206\u6790\u7cfb\u7d71\u6539\u8b8a\u4e86\u9019\u4e00\u9ede\uff0c\u975e\u6280\u8853\u985e\u54e1\u5de5\u53ef\u4ee5\u4f7f\u7528\u8a72\u7cfb\u7d71\u4e26\u4e0b\u62c9\u9078\u55ae\u8a62\u554f\u4ed6\u5011\u7684\u6578\u64da\u554f\u984c\u3002\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u5f15\u5165\u91cd\u5851\u4e86\u6578\u64da\u5206\u6790\u904e\u7a0b\uff0c\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u4f7f\u7528 Mixpanel\u00a0\u8f15\u9b06\u5730\u63d0\u51fa\u6578\u64da\u554f\u984c\uff0c\u4ee5\u6b64\u505a\u51fa\u66f4\u597d\u7684\u6c7a\u7b56\u3002 \u4f5c\u70ba\u5c01\u9589 Beta\u00a0\u8a08\u5283\u7684\u4e00\u90e8\u5206\uff0c\u5168\u65b0 Mixpanel\u00a0\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4ecb\u9762\u76ee\u524d\u6b63\u5728\u7531\u4e00\u7d44\u7d93\u9078\u5b9a\u7684\u5ba2\u6236\u4f7f\u7528\u3002\u8a72\u529f\u80fd\u5c07\u5728\u672a\u4f86\u5e7e\u9031\u5167\u4f5c\u70ba\u53ef\u9078\u4ecb\u9762\u514d\u8cbb\u63d0\u4f9b\u7d66\u6240\u6709 Mixpanel\u00a0\u4f7f\u7528\u8005\u3002 *\u4e8b\u4ef6\u5206\u6790\u7c21\u4ecb\u4e8b\u4ef6\u5206\u6790\u6355\u7372\u6bcf\u500b\u4f7f\u7528\u8005\u5728\u6578\u78bc\u7522\u54c1\uff08\u4f8b\u5982\u96fb\u5b50\u5546\u52d9\u7db2\u7ad9\u6216\u7db2\u7d04\u8eca\u61c9\u7528\u7a0b\u5f0f\uff09\u4e2d\u57f7\u884c\u7684\u6bcf\u500b\u64cd\u4f5c\uff08\u6216\u4e8b\u4ef6\uff09\u3002\u9019\u7a2e\u975e\u5e38\u7cbe\u7d30\u7684\u8996\u5716\u53ef\u4ee5\u5e6b\u52a9\u516c\u53f8\u4e86\u89e3\u4e0d\u540c\u4f7f\u7528\u8005\u7fa4\u9ad4\u5728\u9ad4\u9a57\u904e\u7a0b\u4e2d\u4e0d\u540c\u6642\u523b\u7684\u884c\u70ba\u65b9\u5f0f\uff0c\u5f9e\u800c\u56de\u7b54\u4ee5\u4e0b\u554f\u984c\uff1a\u54ea\u4e9b\u4f7f\u7528\u8005\u7fa4\u9ad4\u5728\u8a3b\u518a\u904e\u7a0b\u4e2d\u6d41\u5931\u4e86\uff1f\u6191\u85c9 Mixpanel\uff0c\u73fe\u5728\u9084\u53ef\u4ee5\u4e86\u89e3\u6b64\u985e\u5ba2\u6236\u9ad4\u9a57\u554f\u984c\u5c0d\u6536\u5165\u7684\u9023\u9396\u5f71\u97ff\u3002 \u9019\u7a2e\u65b9\u6cd5\u6bd4\u50b3\u7d71\u7684\u5546\u696d\u667a\u6167 (BI)\u00a0\u5de5\u5177\u66f4\u5feb\u3001\u66f4\u5bb9\u6613\uff0c\u50b3\u7d71\u7684 BI\u00a0\u5de5\u5177\u9700\u8981\u6e96\u5099\u6578\u64da\u4e26\u88fd\u6210\u8868\u55ae\uff0c\u4e26\u4f7f\u7528 SQL\u00a0\u7de8\u78bc\u7684 BI\u00a0\u67e5\u8a62\u3002\u96d6\u7136 BI\u00a0\u5206\u6790\u53ef\u4ee5\u63d0\u4f9b\u6709\u591a\u5c11\u5ba2\u6236\u6d41\u5931\u7684\u8996\u5716\uff0c\u4f46\u5b83\u7121\u6cd5\u63a2\u7a76\u70ba\u4f55\u7528\u6236\u6709\u67d0\u4e9b\u7279\u5b9a\u884c\u70ba\u3002\u5c0d\u65bc\u5efa\u7acb\u4e26\u6301\u7e8c\u6539\u9032\u4e16\u754c\u4e0a\u6700\u6210\u529f\u7684\u6578\u78bc\u7522\u54c1\u7684\u7522\u54c1\u5718\u968a\u800c\u8a00\uff0c\u9019\u5c31\u662f\u4e8b\u4ef6\u5206\u6790\u5982\u6b64\u91cd\u8981\u7684\u539f\u56e0\u3002 \u00a0 Mixpanel\u00a0\u7c21\u4ecb Mixpanel\u00a0\u662f\u4e00\u500b\u4e8b\u4ef6\u5206\u6790\u5e73\u53f0\uff0c\u53ef\u8b93\u4efb\u4f55\u4eba\u5728\u5e7e\u79d2\u9418\u5167\u5f9e\u5ba2\u6236\u548c\u6536\u5165\u6578\u64da\u4e2d\u7372\u53d6\u5404\u7a2e\u8cc7\u8a0a\u3002\u5b83\u63d0\u4f9b\u4e86\u4f7f\u7528\u8005\u5982\u4f55\u8207\u6578\u78bc\u7522\u54c1\u4ea4\u4e92\u7684\u5f37\u5927\u5be6\u6642\u5716\u8868\u548c\u53ef\u8996\u5316\u5716\u4f8b\u3002\u4e0d\u8ad6\u6280\u8853\u5c08\u696d\u77e5\u8b58\u5982\u4f55\uff0c\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u900f\u904e Mixpanel\u00a0\u5c08\u6ce8\u65bc\u9ad8\u6548\u7684\u5de5\u4f5c\uff0c\u4e26\u82b1\u66f4\u591a\u6642\u9593\u7814\u7a76\u4ed6\u5011\u7684\u6700\u4f73\u5275\u610f\u3002\u5982\u6b32\u4e86\u89e3\u66f4\u591a\u8cc7\u8a0a\uff0c\u8acb\u700f\u89bd\uff1a\u00a0www.mixpanel.com\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=161832#breadcrumb\"},\"inLanguage\":\"zh-TW\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=161832\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-TW\",\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=161832#primaryimage\",\"url\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/wp-content\\\/uploads\\\/2023\\\/07\\\/Mixpanel_Inc_Logo.jpg\",\"contentUrl\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/wp-content\\\/uploads\\\/2023\\\/07\\\/Mixpanel_Inc_Logo.jpg\",\"width\":309,\"height\":75},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?p=161832#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9801\",\"item\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Mixpanel\u65b0\u589e\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff0c\u65b9\u4fbf\u516c\u53f8\u300c\u8207\u6578\u64da\u804a\u5929\u300d\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/#website\",\"url\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/\",\"name\":\"\u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831\",\"description\":\"\u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831PingtungTimes\uff0c\u6700\u95dc\u5fc3\u5728\u5730\u7684\u5a92\u9ad4\",\"publisher\":{\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-TW\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/#organization\",\"name\":\"\u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831\",\"url\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-TW\",\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/wp-content\\\/uploads\\\/2023\\\/02\\\/logo-150.png\",\"contentUrl\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/wp-content\\\/uploads\\\/2023\\\/02\\\/logo-150.png\",\"width\":150,\"height\":150,\"caption\":\"\u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831\"},\"image\":{\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/pingtungnews\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/#\\\/schema\\\/person\\\/683b937f29ec1537972f6c41e22a2cf3\",\"name\":\"\u7f8e\u901a\u793e\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-TW\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/6c21e24ce33ca5d4572e343395adac2bbef44ff7035a74ea2cab2443c7f0a5f3?s=96&d=blank&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/6c21e24ce33ca5d4572e343395adac2bbef44ff7035a74ea2cab2443c7f0a5f3?s=96&d=blank&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/6c21e24ce33ca5d4572e343395adac2bbef44ff7035a74ea2cab2443c7f0a5f3?s=96&d=blank&r=g\",\"caption\":\"\u7f8e\u901a\u793e\"},\"url\":\"https:\\\/\\\/pingtungtimes.com.tw\\\/?author=16\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Mixpanel\u65b0\u589e\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff0c\u65b9\u4fbf\u516c\u53f8\u300c\u8207\u6578\u64da\u804a\u5929\u300d - \u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831","description":"8,000\u00a0\u5bb6\u5168\u7403\u9818\u5148\u6578\u78bc\u516c\u53f8\u7684\u7522\u54c1\u5718\u968a\u3001\u884c\u92b7\u4eba\u54e1\u548c\u9ad8\u7ba1\u53ef\u4ee5\u85c9\u7531\u81ea\u7136\u8a9e\u8a00\u804a\u5929\u67e5\u8a62\u4f7f\u7528\u8005\u6578\u64da Mixpanel\u00a0\u7d0d\u5165\u00a0OpenAI\u00a0\u7684\u00a0GPT-3.5 Turbo\u53ef\u4ee5\u9a57\u8b49\u6e96\u78ba\u6027\u4e26\u512a\u5148\u8003\u616e\u79c1\u96b1\u6027 \u820a\u91d1\u5c712023\u5e747\u67086\u65e5 \/\u7f8e\u901a\u793e\/ -- \u4e8b\u4ef6\u5206\u6790*\u5148\u9a45 Mixpanel\u96c6\u6210\u4e86\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff0c\u65b9\u4fbf\u516c\u53f8\u300c\u8207\u6578\u64da\u804a\u5929\u300d\u3002\u9019\u4e00\u8209\u63aa\u8b93\u516c\u53f8\u80fd\u5920\u66f4\u8f15\u9b06\u5730\u5feb\u901f\u4e86\u89e3\u7522\u54c1\u548c\u884c\u92b7\u6c7a\u7b56\u5c0d\u5ba2\u6236\u9ad4\u9a57\u53ca\u516c\u53f8\u6536\u76ca\u7684\u5f71\u97ff\u3002Mixpanel \u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u61c9\u7528\u7a0b\u5f0f\u53ef\u4ee5\u5c0d\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u7684\u67e5\u8a62\u9032\u884c\u5be9\u6838\uff0c\u65b9\u4fbf\u4eba\u5011\u4e86\u89e3\u6240\u5efa\u7acb\u5831\u544a\u7684\u4f86\u6e90\u548c\u6e96\u78ba\u6027\uff0c\u7121\u9700\u5c07\u5176\u5c08\u6709\u6578\u64da\u66b4\u9732\u7d66\u5927\u578b\u8a9e\u8a00\u6a21\u578b (LLM)\u3002 \u5982\u4eca\uff0c\u4efb\u4f55\u00a0Mixpanel\u00a0\u7528\u6236\u90fd\u53ef\u4ee5\u5411\u00a0OpenAI\u00a0\u7684\u300cGPT-3.5 Turbo\u300d\u6a21\u578b\u63d0\u51fa\u7c21\u55ae\u7684\u82f1\u8a9e\u554f\u984c\u4f86\u6e05\u695a\u4e86\u89e3\u6bcf\u4f4d\u5ba2\u6236\u7684\u9ad4\u9a57\uff0c\u9019\u70ba\u60f3\u8981\u4e86\u89e3\u7528\u6236\u5982\u4f55\u4f7f\u7528\u5176\u61c9\u7528\u7a0b\u5f0f\u7684\u516c\u53f8\u6d88\u9664\u4e86\u53e6\u4e00\u9053\u969c\u7919\u3002 \u4f8b\u5982\uff0c\u7db2\u7d04\u8eca\u516c\u53f8\u7684\u975e\u6280\u8853\u985e\u54e1\u5de5\u53ef\u80fd\u6703\u554f\uff1a\u00a0\u300c\u7576\u6211\u5011\u5728\u95dc\u9375\u5e02\u5834\u61c9\u7528\u5cf0\u6642\u5b9a\u50f9\u6642\uff0c\u54ea\u500b\u4f7f\u7528\u7fa4\u9ad4\u6700\u5e38\u8f49\u5316\uff1f\u300d\u00a0\u884c\u92b7\u4eba\u54e1\u53ef\u4ee5\u5feb\u901f\u4e86\u89e3\u8207\u5ee3\u544a\u652f\u51fa\u76f8\u95dc\u7684\u8da8\u52e2\uff0c\u92b7\u552e\u4eba\u54e1\u4e5f\u53ef\u4ee5\u770b\u5230\u6536\u5165\u96a8\u6642\u9593\u7684\u8b8a\u5316\u3002\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u6240\u9700\u7684\u67e5\u8a62\uff0c\u7d93 Mixpanel\u00a0\u57f7\u884c\uff0c\u7acb\u5373\u8fd4\u56de\u76f8\u95dc\u5716\u8868\uff0c\u76f4\u89c0\u5730\u986f\u793a\u4e0d\u540c\u5e02\u5834\u4e2d\u4e0d\u540c\u7fa4\u9ad4\u7684\u8f49\u5316\u8da8\u52e2\u3002 Mixpanel\u00a0\u884c\u653f\u7e3d\u88c1 Amir\u00a0Movafaghi\u00a0\u8868\u793a\uff1a\u00a0\u300c\u751f\u6210\u5f0f AI\u00a0\u662f\u4e0b\u4e00\u500b\u8a08\u7b97\u4ecb\u9762\uff0c\u5c07\u5927\u5927\u5730\u63d0\u9ad8\u751f\u7522\u529b\u3002\u5728\u6211\u5011\u7684\u4e16\u754c\u4e2d\uff0c\u9019\u610f\u5473\u8457\u4efb\u4f55\u4eba\u90fd\u80fd\u8f15\u9b06\u5730\u900f\u904e\u7c21\u55ae\u82f1\u8a9e\u5411\u4eba\u5de5\u667a\u80fd\u63d0\u554f\uff0c\u67e5\u8a62\u81ea\u6709\u6578\u64da\u3002\u8b93\u5206\u6790\u8b8a\u5f97\u66f4\u5bb9\u6613\uff0c\u8b93\u6bcf\u500b\u4eba\u90fd\u53ef\u4ee5\u53c3\u8207\uff0c\u5c07\u986f\u8457\u6539\u5584\u6574\u500b\u516c\u53f8\u7684\u6c7a\u7b56\u3002\u300d \u512a\u5148\u8003\u616e\u79c1\u96b1\u4e26\u9a57\u8b49\u6e96\u78ba\u6027\u5118\u7ba1\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4ee3\u8868\u8457\u5de8\u5927\u7684\u6a5f\u6703\uff0c\u4f46\u4e26\u4e0d\u7e3d\u662f\u6e96\u78ba\u7684\u3002\u56e0\u6b64\uff0c\u4f7f\u7528\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u7684 Mixpanel\u00a0\u67e5\u8a62\u65b9\u4fbf\u4eba\u5011\u6aa2\u67e5\u7b54\u6848\u7684\u4f86\u6e90\uff0c\u4e86\u89e3\u5831\u544a\u662f\u5982\u4f55\u751f\u6210\u7684\u3002\u96d6\u7136\u4eba\u5de5\u667a\u80fd\u529f\u80fd\u5c07\u5411\u6240\u6709 Mixpanel\u00a0\u7528\u6236\u958b\u653e\uff0c\u4f46\u540c\u6642\u4e5f\u63d0\u4f9b\u9078\u9805\uff0c\u4eba\u5011\u53ef\u4ee5\u9078\u64c7\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u67e5\u8a62\u6216\u7e7c\u7e8c\u4f7f\u7528\u73fe\u6709\u7684\u7528\u6236\u4ecb\u9762\u3002 Mixpanel \u64c1\u6709\u503c\u5f97\u4fe1\u8cf4\u7684\u7528\u6236\u884c\u70ba\u6578\u64da\uff0c\u4e26\u70ba 8,000\u00a0\u540d\u4ed8\u8cbb\u5ba2\u6236\u63d0\u4f9b\u898b\u89e3\uff0c\u5176\u4e2d\u5305\u62ec\u5927\u578b\u4f01\u696d\u548c\u4e16\u754c\u4e0a\u6700\u6210\u529f\u7684\u6578\u5b57\u9818\u5c0e\u8005\uff0c\u4f8b\u5982 CNN\u3001Uber\u00a0\u548c Yelp\uff01\u9019\u5c31\u662f Mixpanel\u00a0\u5f15\u5165\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5c07\u512a\u5148\u8003\u616e\u7528\u6236\u79c1\u96b1\u7684\u539f\u56e0\u3002Mixpanel\u00a0\u5ba2\u6236\u4e0d\u9700\u8981\u5c07\u6578\u64da\u63d0\u4f9b\u7d66\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff0c\u76f8\u53cd\uff0c\u4eba\u5de5\u667a\u80fd\u63d0\u9ad8\u4e86\u69cb\u5efa\u67e5\u8a62\u7684\u901f\u5ea6\u548c\u6613\u7528\u6027\uff0c\u800c\u5be6\u969b\u4e0a\u5206\u6790\u5e95\u5c64\u6578\u64da\u7684\u662f Mixpanel\u3002 \u300c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6709\u9ede\u50cf\u96fb\u529b\uff0c\u4f60\u53ef\u4ee5\u5c07\u5176\u69cb\u5efa\u5230\u5176\u4ed6\u7522\u54c1\u4e2d\uff0c\u63a8\u9032\u4e8b\u60c5\u8b8a\u5f97\u66f4\u5feb\u3001\u66f4\u5bb9\u6613\u3002\u6211\u5011\u4f7f\u7528\u9019\u4e00\u6280\u8853\u4f86\u52a0\u5feb\u5de5\u4f5c\u6d41\u7a0b\u4e26\u7c21\u5316\u4eba\u5011\u63d0\u51fa\u6578\u64da\u554f\u984c\u7684\u65b9\u5f0f\u3002\u4f46\u9019\u50c5\u50c5\u662f\u958b\u59cb\uff0c\u6211\u5011\u9810\u8a08 LLM\u00a0\u5c07\u5728\u672a\u4f86\u5e7e\u5e74\u589e\u5f37\u5206\u6790\u80fd\u529b\u3002\u300d\u00a0Movafaghi\u00a0\u88dc\u5145\u9053\u3002 \u50b3\u7d71\u4e0a\uff0c\u4f7f\u7528\u5546\u696d\u667a\u6167\u5de5\u5177\u7684\u6578\u64da\u5206\u6790\u5e2b\u5728\u5206\u6790\u6578\u64da\u6642\u9700\u8981\u7de8\u5beb\u8907\u96dc\u7684 SQL\u00a0\u67e5\u8a62\uff0c\u9019\u4e00\u8981\u6c42\u4f7f\u5206\u6790\u6210\u70ba\u4e00\u9580\u5c0f\u773e\u5b78\u79d1\uff0c\u963b\u7919\u4e86\u516c\u53f8\u5f9e\u5927\u898f\u6a21\u6578\u64da\u4e2d\u5feb\u901f\u7372\u5f97\u7b54\u6848\u3002Mixpanel\u00a0\u900f\u904e\u5176\u57fa\u65bc\u4e8b\u4ef6\u7684\u5206\u6790\u7cfb\u7d71\u6539\u8b8a\u4e86\u9019\u4e00\u9ede\uff0c\u975e\u6280\u8853\u985e\u54e1\u5de5\u53ef\u4ee5\u4f7f\u7528\u8a72\u7cfb\u7d71\u4e26\u4e0b\u62c9\u9078\u55ae\u8a62\u554f\u4ed6\u5011\u7684\u6578\u64da\u554f\u984c\u3002\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u5f15\u5165\u91cd\u5851\u4e86\u6578\u64da\u5206\u6790\u904e\u7a0b\uff0c\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u4f7f\u7528 Mixpanel\u00a0\u8f15\u9b06\u5730\u63d0\u51fa\u6578\u64da\u554f\u984c\uff0c\u4ee5\u6b64\u505a\u51fa\u66f4\u597d\u7684\u6c7a\u7b56\u3002 \u4f5c\u70ba\u5c01\u9589 Beta\u00a0\u8a08\u5283\u7684\u4e00\u90e8\u5206\uff0c\u5168\u65b0 Mixpanel\u00a0\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4ecb\u9762\u76ee\u524d\u6b63\u5728\u7531\u4e00\u7d44\u7d93\u9078\u5b9a\u7684\u5ba2\u6236\u4f7f\u7528\u3002\u8a72\u529f\u80fd\u5c07\u5728\u672a\u4f86\u5e7e\u9031\u5167\u4f5c\u70ba\u53ef\u9078\u4ecb\u9762\u514d\u8cbb\u63d0\u4f9b\u7d66\u6240\u6709 Mixpanel\u00a0\u4f7f\u7528\u8005\u3002 *\u4e8b\u4ef6\u5206\u6790\u7c21\u4ecb\u4e8b\u4ef6\u5206\u6790\u6355\u7372\u6bcf\u500b\u4f7f\u7528\u8005\u5728\u6578\u78bc\u7522\u54c1\uff08\u4f8b\u5982\u96fb\u5b50\u5546\u52d9\u7db2\u7ad9\u6216\u7db2\u7d04\u8eca\u61c9\u7528\u7a0b\u5f0f\uff09\u4e2d\u57f7\u884c\u7684\u6bcf\u500b\u64cd\u4f5c\uff08\u6216\u4e8b\u4ef6\uff09\u3002\u9019\u7a2e\u975e\u5e38\u7cbe\u7d30\u7684\u8996\u5716\u53ef\u4ee5\u5e6b\u52a9\u516c\u53f8\u4e86\u89e3\u4e0d\u540c\u4f7f\u7528\u8005\u7fa4\u9ad4\u5728\u9ad4\u9a57\u904e\u7a0b\u4e2d\u4e0d\u540c\u6642\u523b\u7684\u884c\u70ba\u65b9\u5f0f\uff0c\u5f9e\u800c\u56de\u7b54\u4ee5\u4e0b\u554f\u984c\uff1a\u54ea\u4e9b\u4f7f\u7528\u8005\u7fa4\u9ad4\u5728\u8a3b\u518a\u904e\u7a0b\u4e2d\u6d41\u5931\u4e86\uff1f\u6191\u85c9 Mixpanel\uff0c\u73fe\u5728\u9084\u53ef\u4ee5\u4e86\u89e3\u6b64\u985e\u5ba2\u6236\u9ad4\u9a57\u554f\u984c\u5c0d\u6536\u5165\u7684\u9023\u9396\u5f71\u97ff\u3002 \u9019\u7a2e\u65b9\u6cd5\u6bd4\u50b3\u7d71\u7684\u5546\u696d\u667a\u6167 (BI)\u00a0\u5de5\u5177\u66f4\u5feb\u3001\u66f4\u5bb9\u6613\uff0c\u50b3\u7d71\u7684 BI\u00a0\u5de5\u5177\u9700\u8981\u6e96\u5099\u6578\u64da\u4e26\u88fd\u6210\u8868\u55ae\uff0c\u4e26\u4f7f\u7528 SQL\u00a0\u7de8\u78bc\u7684 BI\u00a0\u67e5\u8a62\u3002\u96d6\u7136 BI\u00a0\u5206\u6790\u53ef\u4ee5\u63d0\u4f9b\u6709\u591a\u5c11\u5ba2\u6236\u6d41\u5931\u7684\u8996\u5716\uff0c\u4f46\u5b83\u7121\u6cd5\u63a2\u7a76\u70ba\u4f55\u7528\u6236\u6709\u67d0\u4e9b\u7279\u5b9a\u884c\u70ba\u3002\u5c0d\u65bc\u5efa\u7acb\u4e26\u6301\u7e8c\u6539\u9032\u4e16\u754c\u4e0a\u6700\u6210\u529f\u7684\u6578\u78bc\u7522\u54c1\u7684\u7522\u54c1\u5718\u968a\u800c\u8a00\uff0c\u9019\u5c31\u662f\u4e8b\u4ef6\u5206\u6790\u5982\u6b64\u91cd\u8981\u7684\u539f\u56e0\u3002 \u00a0 Mixpanel\u00a0\u7c21\u4ecb Mixpanel\u00a0\u662f\u4e00\u500b\u4e8b\u4ef6\u5206\u6790\u5e73\u53f0\uff0c\u53ef\u8b93\u4efb\u4f55\u4eba\u5728\u5e7e\u79d2\u9418\u5167\u5f9e\u5ba2\u6236\u548c\u6536\u5165\u6578\u64da\u4e2d\u7372\u53d6\u5404\u7a2e\u8cc7\u8a0a\u3002\u5b83\u63d0\u4f9b\u4e86\u4f7f\u7528\u8005\u5982\u4f55\u8207\u6578\u78bc\u7522\u54c1\u4ea4\u4e92\u7684\u5f37\u5927\u5be6\u6642\u5716\u8868\u548c\u53ef\u8996\u5316\u5716\u4f8b\u3002\u4e0d\u8ad6\u6280\u8853\u5c08\u696d\u77e5\u8b58\u5982\u4f55\uff0c\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u900f\u904e Mixpanel\u00a0\u5c08\u6ce8\u65bc\u9ad8\u6548\u7684\u5de5\u4f5c\uff0c\u4e26\u82b1\u66f4\u591a\u6642\u9593\u7814\u7a76\u4ed6\u5011\u7684\u6700\u4f73\u5275\u610f\u3002\u5982\u6b32\u4e86\u89e3\u66f4\u591a\u8cc7\u8a0a\uff0c\u8acb\u700f\u89bd\uff1a\u00a0www.mixpanel.com","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:\/\/pingtungtimes.com.tw\/?p=161832","og_locale":"zh_TW","og_type":"article","og_title":"Mixpanel\u65b0\u589e\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff0c\u65b9\u4fbf\u516c\u53f8\u300c\u8207\u6578\u64da\u804a\u5929\u300d - \u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831","og_description":"8,000\u00a0\u5bb6\u5168\u7403\u9818\u5148\u6578\u78bc\u516c\u53f8\u7684\u7522\u54c1\u5718\u968a\u3001\u884c\u92b7\u4eba\u54e1\u548c\u9ad8\u7ba1\u53ef\u4ee5\u85c9\u7531\u81ea\u7136\u8a9e\u8a00\u804a\u5929\u67e5\u8a62\u4f7f\u7528\u8005\u6578\u64da Mixpanel\u00a0\u7d0d\u5165\u00a0OpenAI\u00a0\u7684\u00a0GPT-3.5 Turbo\u53ef\u4ee5\u9a57\u8b49\u6e96\u78ba\u6027\u4e26\u512a\u5148\u8003\u616e\u79c1\u96b1\u6027 \u820a\u91d1\u5c712023\u5e747\u67086\u65e5 \/\u7f8e\u901a\u793e\/ -- \u4e8b\u4ef6\u5206\u6790*\u5148\u9a45 Mixpanel\u96c6\u6210\u4e86\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff0c\u65b9\u4fbf\u516c\u53f8\u300c\u8207\u6578\u64da\u804a\u5929\u300d\u3002\u9019\u4e00\u8209\u63aa\u8b93\u516c\u53f8\u80fd\u5920\u66f4\u8f15\u9b06\u5730\u5feb\u901f\u4e86\u89e3\u7522\u54c1\u548c\u884c\u92b7\u6c7a\u7b56\u5c0d\u5ba2\u6236\u9ad4\u9a57\u53ca\u516c\u53f8\u6536\u76ca\u7684\u5f71\u97ff\u3002Mixpanel \u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u61c9\u7528\u7a0b\u5f0f\u53ef\u4ee5\u5c0d\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u7684\u67e5\u8a62\u9032\u884c\u5be9\u6838\uff0c\u65b9\u4fbf\u4eba\u5011\u4e86\u89e3\u6240\u5efa\u7acb\u5831\u544a\u7684\u4f86\u6e90\u548c\u6e96\u78ba\u6027\uff0c\u7121\u9700\u5c07\u5176\u5c08\u6709\u6578\u64da\u66b4\u9732\u7d66\u5927\u578b\u8a9e\u8a00\u6a21\u578b (LLM)\u3002 \u5982\u4eca\uff0c\u4efb\u4f55\u00a0Mixpanel\u00a0\u7528\u6236\u90fd\u53ef\u4ee5\u5411\u00a0OpenAI\u00a0\u7684\u300cGPT-3.5 Turbo\u300d\u6a21\u578b\u63d0\u51fa\u7c21\u55ae\u7684\u82f1\u8a9e\u554f\u984c\u4f86\u6e05\u695a\u4e86\u89e3\u6bcf\u4f4d\u5ba2\u6236\u7684\u9ad4\u9a57\uff0c\u9019\u70ba\u60f3\u8981\u4e86\u89e3\u7528\u6236\u5982\u4f55\u4f7f\u7528\u5176\u61c9\u7528\u7a0b\u5f0f\u7684\u516c\u53f8\u6d88\u9664\u4e86\u53e6\u4e00\u9053\u969c\u7919\u3002 \u4f8b\u5982\uff0c\u7db2\u7d04\u8eca\u516c\u53f8\u7684\u975e\u6280\u8853\u985e\u54e1\u5de5\u53ef\u80fd\u6703\u554f\uff1a\u00a0\u300c\u7576\u6211\u5011\u5728\u95dc\u9375\u5e02\u5834\u61c9\u7528\u5cf0\u6642\u5b9a\u50f9\u6642\uff0c\u54ea\u500b\u4f7f\u7528\u7fa4\u9ad4\u6700\u5e38\u8f49\u5316\uff1f\u300d\u00a0\u884c\u92b7\u4eba\u54e1\u53ef\u4ee5\u5feb\u901f\u4e86\u89e3\u8207\u5ee3\u544a\u652f\u51fa\u76f8\u95dc\u7684\u8da8\u52e2\uff0c\u92b7\u552e\u4eba\u54e1\u4e5f\u53ef\u4ee5\u770b\u5230\u6536\u5165\u96a8\u6642\u9593\u7684\u8b8a\u5316\u3002\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u6240\u9700\u7684\u67e5\u8a62\uff0c\u7d93 Mixpanel\u00a0\u57f7\u884c\uff0c\u7acb\u5373\u8fd4\u56de\u76f8\u95dc\u5716\u8868\uff0c\u76f4\u89c0\u5730\u986f\u793a\u4e0d\u540c\u5e02\u5834\u4e2d\u4e0d\u540c\u7fa4\u9ad4\u7684\u8f49\u5316\u8da8\u52e2\u3002 Mixpanel\u00a0\u884c\u653f\u7e3d\u88c1 Amir\u00a0Movafaghi\u00a0\u8868\u793a\uff1a\u00a0\u300c\u751f\u6210\u5f0f AI\u00a0\u662f\u4e0b\u4e00\u500b\u8a08\u7b97\u4ecb\u9762\uff0c\u5c07\u5927\u5927\u5730\u63d0\u9ad8\u751f\u7522\u529b\u3002\u5728\u6211\u5011\u7684\u4e16\u754c\u4e2d\uff0c\u9019\u610f\u5473\u8457\u4efb\u4f55\u4eba\u90fd\u80fd\u8f15\u9b06\u5730\u900f\u904e\u7c21\u55ae\u82f1\u8a9e\u5411\u4eba\u5de5\u667a\u80fd\u63d0\u554f\uff0c\u67e5\u8a62\u81ea\u6709\u6578\u64da\u3002\u8b93\u5206\u6790\u8b8a\u5f97\u66f4\u5bb9\u6613\uff0c\u8b93\u6bcf\u500b\u4eba\u90fd\u53ef\u4ee5\u53c3\u8207\uff0c\u5c07\u986f\u8457\u6539\u5584\u6574\u500b\u516c\u53f8\u7684\u6c7a\u7b56\u3002\u300d \u512a\u5148\u8003\u616e\u79c1\u96b1\u4e26\u9a57\u8b49\u6e96\u78ba\u6027\u5118\u7ba1\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4ee3\u8868\u8457\u5de8\u5927\u7684\u6a5f\u6703\uff0c\u4f46\u4e26\u4e0d\u7e3d\u662f\u6e96\u78ba\u7684\u3002\u56e0\u6b64\uff0c\u4f7f\u7528\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u7684 Mixpanel\u00a0\u67e5\u8a62\u65b9\u4fbf\u4eba\u5011\u6aa2\u67e5\u7b54\u6848\u7684\u4f86\u6e90\uff0c\u4e86\u89e3\u5831\u544a\u662f\u5982\u4f55\u751f\u6210\u7684\u3002\u96d6\u7136\u4eba\u5de5\u667a\u80fd\u529f\u80fd\u5c07\u5411\u6240\u6709 Mixpanel\u00a0\u7528\u6236\u958b\u653e\uff0c\u4f46\u540c\u6642\u4e5f\u63d0\u4f9b\u9078\u9805\uff0c\u4eba\u5011\u53ef\u4ee5\u9078\u64c7\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u67e5\u8a62\u6216\u7e7c\u7e8c\u4f7f\u7528\u73fe\u6709\u7684\u7528\u6236\u4ecb\u9762\u3002 Mixpanel \u64c1\u6709\u503c\u5f97\u4fe1\u8cf4\u7684\u7528\u6236\u884c\u70ba\u6578\u64da\uff0c\u4e26\u70ba 8,000\u00a0\u540d\u4ed8\u8cbb\u5ba2\u6236\u63d0\u4f9b\u898b\u89e3\uff0c\u5176\u4e2d\u5305\u62ec\u5927\u578b\u4f01\u696d\u548c\u4e16\u754c\u4e0a\u6700\u6210\u529f\u7684\u6578\u5b57\u9818\u5c0e\u8005\uff0c\u4f8b\u5982 CNN\u3001Uber\u00a0\u548c Yelp\uff01\u9019\u5c31\u662f Mixpanel\u00a0\u5f15\u5165\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5c07\u512a\u5148\u8003\u616e\u7528\u6236\u79c1\u96b1\u7684\u539f\u56e0\u3002Mixpanel\u00a0\u5ba2\u6236\u4e0d\u9700\u8981\u5c07\u6578\u64da\u63d0\u4f9b\u7d66\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff0c\u76f8\u53cd\uff0c\u4eba\u5de5\u667a\u80fd\u63d0\u9ad8\u4e86\u69cb\u5efa\u67e5\u8a62\u7684\u901f\u5ea6\u548c\u6613\u7528\u6027\uff0c\u800c\u5be6\u969b\u4e0a\u5206\u6790\u5e95\u5c64\u6578\u64da\u7684\u662f Mixpanel\u3002 \u300c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6709\u9ede\u50cf\u96fb\u529b\uff0c\u4f60\u53ef\u4ee5\u5c07\u5176\u69cb\u5efa\u5230\u5176\u4ed6\u7522\u54c1\u4e2d\uff0c\u63a8\u9032\u4e8b\u60c5\u8b8a\u5f97\u66f4\u5feb\u3001\u66f4\u5bb9\u6613\u3002\u6211\u5011\u4f7f\u7528\u9019\u4e00\u6280\u8853\u4f86\u52a0\u5feb\u5de5\u4f5c\u6d41\u7a0b\u4e26\u7c21\u5316\u4eba\u5011\u63d0\u51fa\u6578\u64da\u554f\u984c\u7684\u65b9\u5f0f\u3002\u4f46\u9019\u50c5\u50c5\u662f\u958b\u59cb\uff0c\u6211\u5011\u9810\u8a08 LLM\u00a0\u5c07\u5728\u672a\u4f86\u5e7e\u5e74\u589e\u5f37\u5206\u6790\u80fd\u529b\u3002\u300d\u00a0Movafaghi\u00a0\u88dc\u5145\u9053\u3002 \u50b3\u7d71\u4e0a\uff0c\u4f7f\u7528\u5546\u696d\u667a\u6167\u5de5\u5177\u7684\u6578\u64da\u5206\u6790\u5e2b\u5728\u5206\u6790\u6578\u64da\u6642\u9700\u8981\u7de8\u5beb\u8907\u96dc\u7684 SQL\u00a0\u67e5\u8a62\uff0c\u9019\u4e00\u8981\u6c42\u4f7f\u5206\u6790\u6210\u70ba\u4e00\u9580\u5c0f\u773e\u5b78\u79d1\uff0c\u963b\u7919\u4e86\u516c\u53f8\u5f9e\u5927\u898f\u6a21\u6578\u64da\u4e2d\u5feb\u901f\u7372\u5f97\u7b54\u6848\u3002Mixpanel\u00a0\u900f\u904e\u5176\u57fa\u65bc\u4e8b\u4ef6\u7684\u5206\u6790\u7cfb\u7d71\u6539\u8b8a\u4e86\u9019\u4e00\u9ede\uff0c\u975e\u6280\u8853\u985e\u54e1\u5de5\u53ef\u4ee5\u4f7f\u7528\u8a72\u7cfb\u7d71\u4e26\u4e0b\u62c9\u9078\u55ae\u8a62\u554f\u4ed6\u5011\u7684\u6578\u64da\u554f\u984c\u3002\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u5f15\u5165\u91cd\u5851\u4e86\u6578\u64da\u5206\u6790\u904e\u7a0b\uff0c\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u4f7f\u7528 Mixpanel\u00a0\u8f15\u9b06\u5730\u63d0\u51fa\u6578\u64da\u554f\u984c\uff0c\u4ee5\u6b64\u505a\u51fa\u66f4\u597d\u7684\u6c7a\u7b56\u3002 \u4f5c\u70ba\u5c01\u9589 Beta\u00a0\u8a08\u5283\u7684\u4e00\u90e8\u5206\uff0c\u5168\u65b0 Mixpanel\u00a0\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4ecb\u9762\u76ee\u524d\u6b63\u5728\u7531\u4e00\u7d44\u7d93\u9078\u5b9a\u7684\u5ba2\u6236\u4f7f\u7528\u3002\u8a72\u529f\u80fd\u5c07\u5728\u672a\u4f86\u5e7e\u9031\u5167\u4f5c\u70ba\u53ef\u9078\u4ecb\u9762\u514d\u8cbb\u63d0\u4f9b\u7d66\u6240\u6709 Mixpanel\u00a0\u4f7f\u7528\u8005\u3002 *\u4e8b\u4ef6\u5206\u6790\u7c21\u4ecb\u4e8b\u4ef6\u5206\u6790\u6355\u7372\u6bcf\u500b\u4f7f\u7528\u8005\u5728\u6578\u78bc\u7522\u54c1\uff08\u4f8b\u5982\u96fb\u5b50\u5546\u52d9\u7db2\u7ad9\u6216\u7db2\u7d04\u8eca\u61c9\u7528\u7a0b\u5f0f\uff09\u4e2d\u57f7\u884c\u7684\u6bcf\u500b\u64cd\u4f5c\uff08\u6216\u4e8b\u4ef6\uff09\u3002\u9019\u7a2e\u975e\u5e38\u7cbe\u7d30\u7684\u8996\u5716\u53ef\u4ee5\u5e6b\u52a9\u516c\u53f8\u4e86\u89e3\u4e0d\u540c\u4f7f\u7528\u8005\u7fa4\u9ad4\u5728\u9ad4\u9a57\u904e\u7a0b\u4e2d\u4e0d\u540c\u6642\u523b\u7684\u884c\u70ba\u65b9\u5f0f\uff0c\u5f9e\u800c\u56de\u7b54\u4ee5\u4e0b\u554f\u984c\uff1a\u54ea\u4e9b\u4f7f\u7528\u8005\u7fa4\u9ad4\u5728\u8a3b\u518a\u904e\u7a0b\u4e2d\u6d41\u5931\u4e86\uff1f\u6191\u85c9 Mixpanel\uff0c\u73fe\u5728\u9084\u53ef\u4ee5\u4e86\u89e3\u6b64\u985e\u5ba2\u6236\u9ad4\u9a57\u554f\u984c\u5c0d\u6536\u5165\u7684\u9023\u9396\u5f71\u97ff\u3002 \u9019\u7a2e\u65b9\u6cd5\u6bd4\u50b3\u7d71\u7684\u5546\u696d\u667a\u6167 (BI)\u00a0\u5de5\u5177\u66f4\u5feb\u3001\u66f4\u5bb9\u6613\uff0c\u50b3\u7d71\u7684 BI\u00a0\u5de5\u5177\u9700\u8981\u6e96\u5099\u6578\u64da\u4e26\u88fd\u6210\u8868\u55ae\uff0c\u4e26\u4f7f\u7528 SQL\u00a0\u7de8\u78bc\u7684 BI\u00a0\u67e5\u8a62\u3002\u96d6\u7136 BI\u00a0\u5206\u6790\u53ef\u4ee5\u63d0\u4f9b\u6709\u591a\u5c11\u5ba2\u6236\u6d41\u5931\u7684\u8996\u5716\uff0c\u4f46\u5b83\u7121\u6cd5\u63a2\u7a76\u70ba\u4f55\u7528\u6236\u6709\u67d0\u4e9b\u7279\u5b9a\u884c\u70ba\u3002\u5c0d\u65bc\u5efa\u7acb\u4e26\u6301\u7e8c\u6539\u9032\u4e16\u754c\u4e0a\u6700\u6210\u529f\u7684\u6578\u78bc\u7522\u54c1\u7684\u7522\u54c1\u5718\u968a\u800c\u8a00\uff0c\u9019\u5c31\u662f\u4e8b\u4ef6\u5206\u6790\u5982\u6b64\u91cd\u8981\u7684\u539f\u56e0\u3002 \u00a0 Mixpanel\u00a0\u7c21\u4ecb Mixpanel\u00a0\u662f\u4e00\u500b\u4e8b\u4ef6\u5206\u6790\u5e73\u53f0\uff0c\u53ef\u8b93\u4efb\u4f55\u4eba\u5728\u5e7e\u79d2\u9418\u5167\u5f9e\u5ba2\u6236\u548c\u6536\u5165\u6578\u64da\u4e2d\u7372\u53d6\u5404\u7a2e\u8cc7\u8a0a\u3002\u5b83\u63d0\u4f9b\u4e86\u4f7f\u7528\u8005\u5982\u4f55\u8207\u6578\u78bc\u7522\u54c1\u4ea4\u4e92\u7684\u5f37\u5927\u5be6\u6642\u5716\u8868\u548c\u53ef\u8996\u5316\u5716\u4f8b\u3002\u4e0d\u8ad6\u6280\u8853\u5c08\u696d\u77e5\u8b58\u5982\u4f55\uff0c\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u900f\u904e Mixpanel\u00a0\u5c08\u6ce8\u65bc\u9ad8\u6548\u7684\u5de5\u4f5c\uff0c\u4e26\u82b1\u66f4\u591a\u6642\u9593\u7814\u7a76\u4ed6\u5011\u7684\u6700\u4f73\u5275\u610f\u3002\u5982\u6b32\u4e86\u89e3\u66f4\u591a\u8cc7\u8a0a\uff0c\u8acb\u700f\u89bd\uff1a\u00a0www.mixpanel.com","og_url":"https:\/\/pingtungtimes.com.tw\/?p=161832","og_site_name":"\u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831","article_publisher":"https:\/\/www.facebook.com\/pingtungnews","article_published_time":"2023-07-06T12:54:00+00:00","og_image":[{"width":309,"height":75,"url":"https:\/\/pingtungtimes.com.tw\/wp-content\/uploads\/2023\/07\/Mixpanel_Inc_Logo.jpg","type":"image\/jpeg"}],"author":"\u7f8e\u901a\u793e","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005:":"\u7f8e\u901a\u793e"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"NewsArticle","@id":"https:\/\/pingtungtimes.com.tw\/?p=161832#article","isPartOf":{"@id":"https:\/\/pingtungtimes.com.tw\/?p=161832"},"author":{"name":"\u7f8e\u901a\u793e","@id":"https:\/\/pingtungtimes.com.tw\/#\/schema\/person\/683b937f29ec1537972f6c41e22a2cf3"},"headline":"Mixpanel\u65b0\u589e\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff0c\u65b9\u4fbf\u516c\u53f8\u300c\u8207\u6578\u64da\u804a\u5929\u300d","datePublished":"2023-07-06T12:54:00+00:00","mainEntityOfPage":{"@id":"https:\/\/pingtungtimes.com.tw\/?p=161832"},"wordCount":47,"publisher":{"@id":"https:\/\/pingtungtimes.com.tw\/#organization"},"image":{"@id":"https:\/\/pingtungtimes.com.tw\/?p=161832#primaryimage"},"thumbnailUrl":"https:\/\/pingtungtimes.com.tw\/wp-content\/uploads\/2023\/07\/Mixpanel_Inc_Logo.jpg","articleSection":["\u7f8e\u901a\u793e"],"inLanguage":"zh-TW"},{"@type":"WebPage","@id":"https:\/\/pingtungtimes.com.tw\/?p=161832","url":"https:\/\/pingtungtimes.com.tw\/?p=161832","name":"Mixpanel\u65b0\u589e\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff0c\u65b9\u4fbf\u516c\u53f8\u300c\u8207\u6578\u64da\u804a\u5929\u300d - \u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831","isPartOf":{"@id":"https:\/\/pingtungtimes.com.tw\/#website"},"primaryImageOfPage":{"@id":"https:\/\/pingtungtimes.com.tw\/?p=161832#primaryimage"},"image":{"@id":"https:\/\/pingtungtimes.com.tw\/?p=161832#primaryimage"},"thumbnailUrl":"https:\/\/pingtungtimes.com.tw\/wp-content\/uploads\/2023\/07\/Mixpanel_Inc_Logo.jpg","datePublished":"2023-07-06T12:54:00+00:00","description":"8,000\u00a0\u5bb6\u5168\u7403\u9818\u5148\u6578\u78bc\u516c\u53f8\u7684\u7522\u54c1\u5718\u968a\u3001\u884c\u92b7\u4eba\u54e1\u548c\u9ad8\u7ba1\u53ef\u4ee5\u85c9\u7531\u81ea\u7136\u8a9e\u8a00\u804a\u5929\u67e5\u8a62\u4f7f\u7528\u8005\u6578\u64da Mixpanel\u00a0\u7d0d\u5165\u00a0OpenAI\u00a0\u7684\u00a0GPT-3.5 Turbo\u53ef\u4ee5\u9a57\u8b49\u6e96\u78ba\u6027\u4e26\u512a\u5148\u8003\u616e\u79c1\u96b1\u6027 \u820a\u91d1\u5c712023\u5e747\u67086\u65e5 \/\u7f8e\u901a\u793e\/ -- \u4e8b\u4ef6\u5206\u6790*\u5148\u9a45 Mixpanel\u96c6\u6210\u4e86\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff0c\u65b9\u4fbf\u516c\u53f8\u300c\u8207\u6578\u64da\u804a\u5929\u300d\u3002\u9019\u4e00\u8209\u63aa\u8b93\u516c\u53f8\u80fd\u5920\u66f4\u8f15\u9b06\u5730\u5feb\u901f\u4e86\u89e3\u7522\u54c1\u548c\u884c\u92b7\u6c7a\u7b56\u5c0d\u5ba2\u6236\u9ad4\u9a57\u53ca\u516c\u53f8\u6536\u76ca\u7684\u5f71\u97ff\u3002Mixpanel \u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u61c9\u7528\u7a0b\u5f0f\u53ef\u4ee5\u5c0d\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u7684\u67e5\u8a62\u9032\u884c\u5be9\u6838\uff0c\u65b9\u4fbf\u4eba\u5011\u4e86\u89e3\u6240\u5efa\u7acb\u5831\u544a\u7684\u4f86\u6e90\u548c\u6e96\u78ba\u6027\uff0c\u7121\u9700\u5c07\u5176\u5c08\u6709\u6578\u64da\u66b4\u9732\u7d66\u5927\u578b\u8a9e\u8a00\u6a21\u578b (LLM)\u3002 \u5982\u4eca\uff0c\u4efb\u4f55\u00a0Mixpanel\u00a0\u7528\u6236\u90fd\u53ef\u4ee5\u5411\u00a0OpenAI\u00a0\u7684\u300cGPT-3.5 Turbo\u300d\u6a21\u578b\u63d0\u51fa\u7c21\u55ae\u7684\u82f1\u8a9e\u554f\u984c\u4f86\u6e05\u695a\u4e86\u89e3\u6bcf\u4f4d\u5ba2\u6236\u7684\u9ad4\u9a57\uff0c\u9019\u70ba\u60f3\u8981\u4e86\u89e3\u7528\u6236\u5982\u4f55\u4f7f\u7528\u5176\u61c9\u7528\u7a0b\u5f0f\u7684\u516c\u53f8\u6d88\u9664\u4e86\u53e6\u4e00\u9053\u969c\u7919\u3002 \u4f8b\u5982\uff0c\u7db2\u7d04\u8eca\u516c\u53f8\u7684\u975e\u6280\u8853\u985e\u54e1\u5de5\u53ef\u80fd\u6703\u554f\uff1a\u00a0\u300c\u7576\u6211\u5011\u5728\u95dc\u9375\u5e02\u5834\u61c9\u7528\u5cf0\u6642\u5b9a\u50f9\u6642\uff0c\u54ea\u500b\u4f7f\u7528\u7fa4\u9ad4\u6700\u5e38\u8f49\u5316\uff1f\u300d\u00a0\u884c\u92b7\u4eba\u54e1\u53ef\u4ee5\u5feb\u901f\u4e86\u89e3\u8207\u5ee3\u544a\u652f\u51fa\u76f8\u95dc\u7684\u8da8\u52e2\uff0c\u92b7\u552e\u4eba\u54e1\u4e5f\u53ef\u4ee5\u770b\u5230\u6536\u5165\u96a8\u6642\u9593\u7684\u8b8a\u5316\u3002\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u6240\u9700\u7684\u67e5\u8a62\uff0c\u7d93 Mixpanel\u00a0\u57f7\u884c\uff0c\u7acb\u5373\u8fd4\u56de\u76f8\u95dc\u5716\u8868\uff0c\u76f4\u89c0\u5730\u986f\u793a\u4e0d\u540c\u5e02\u5834\u4e2d\u4e0d\u540c\u7fa4\u9ad4\u7684\u8f49\u5316\u8da8\u52e2\u3002 Mixpanel\u00a0\u884c\u653f\u7e3d\u88c1 Amir\u00a0Movafaghi\u00a0\u8868\u793a\uff1a\u00a0\u300c\u751f\u6210\u5f0f AI\u00a0\u662f\u4e0b\u4e00\u500b\u8a08\u7b97\u4ecb\u9762\uff0c\u5c07\u5927\u5927\u5730\u63d0\u9ad8\u751f\u7522\u529b\u3002\u5728\u6211\u5011\u7684\u4e16\u754c\u4e2d\uff0c\u9019\u610f\u5473\u8457\u4efb\u4f55\u4eba\u90fd\u80fd\u8f15\u9b06\u5730\u900f\u904e\u7c21\u55ae\u82f1\u8a9e\u5411\u4eba\u5de5\u667a\u80fd\u63d0\u554f\uff0c\u67e5\u8a62\u81ea\u6709\u6578\u64da\u3002\u8b93\u5206\u6790\u8b8a\u5f97\u66f4\u5bb9\u6613\uff0c\u8b93\u6bcf\u500b\u4eba\u90fd\u53ef\u4ee5\u53c3\u8207\uff0c\u5c07\u986f\u8457\u6539\u5584\u6574\u500b\u516c\u53f8\u7684\u6c7a\u7b56\u3002\u300d \u512a\u5148\u8003\u616e\u79c1\u96b1\u4e26\u9a57\u8b49\u6e96\u78ba\u6027\u5118\u7ba1\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4ee3\u8868\u8457\u5de8\u5927\u7684\u6a5f\u6703\uff0c\u4f46\u4e26\u4e0d\u7e3d\u662f\u6e96\u78ba\u7684\u3002\u56e0\u6b64\uff0c\u4f7f\u7528\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u7684 Mixpanel\u00a0\u67e5\u8a62\u65b9\u4fbf\u4eba\u5011\u6aa2\u67e5\u7b54\u6848\u7684\u4f86\u6e90\uff0c\u4e86\u89e3\u5831\u544a\u662f\u5982\u4f55\u751f\u6210\u7684\u3002\u96d6\u7136\u4eba\u5de5\u667a\u80fd\u529f\u80fd\u5c07\u5411\u6240\u6709 Mixpanel\u00a0\u7528\u6236\u958b\u653e\uff0c\u4f46\u540c\u6642\u4e5f\u63d0\u4f9b\u9078\u9805\uff0c\u4eba\u5011\u53ef\u4ee5\u9078\u64c7\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u69cb\u5efa\u67e5\u8a62\u6216\u7e7c\u7e8c\u4f7f\u7528\u73fe\u6709\u7684\u7528\u6236\u4ecb\u9762\u3002 Mixpanel \u64c1\u6709\u503c\u5f97\u4fe1\u8cf4\u7684\u7528\u6236\u884c\u70ba\u6578\u64da\uff0c\u4e26\u70ba 8,000\u00a0\u540d\u4ed8\u8cbb\u5ba2\u6236\u63d0\u4f9b\u898b\u89e3\uff0c\u5176\u4e2d\u5305\u62ec\u5927\u578b\u4f01\u696d\u548c\u4e16\u754c\u4e0a\u6700\u6210\u529f\u7684\u6578\u5b57\u9818\u5c0e\u8005\uff0c\u4f8b\u5982 CNN\u3001Uber\u00a0\u548c Yelp\uff01\u9019\u5c31\u662f Mixpanel\u00a0\u5f15\u5165\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5c07\u512a\u5148\u8003\u616e\u7528\u6236\u79c1\u96b1\u7684\u539f\u56e0\u3002Mixpanel\u00a0\u5ba2\u6236\u4e0d\u9700\u8981\u5c07\u6578\u64da\u63d0\u4f9b\u7d66\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff0c\u76f8\u53cd\uff0c\u4eba\u5de5\u667a\u80fd\u63d0\u9ad8\u4e86\u69cb\u5efa\u67e5\u8a62\u7684\u901f\u5ea6\u548c\u6613\u7528\u6027\uff0c\u800c\u5be6\u969b\u4e0a\u5206\u6790\u5e95\u5c64\u6578\u64da\u7684\u662f Mixpanel\u3002 \u300c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6709\u9ede\u50cf\u96fb\u529b\uff0c\u4f60\u53ef\u4ee5\u5c07\u5176\u69cb\u5efa\u5230\u5176\u4ed6\u7522\u54c1\u4e2d\uff0c\u63a8\u9032\u4e8b\u60c5\u8b8a\u5f97\u66f4\u5feb\u3001\u66f4\u5bb9\u6613\u3002\u6211\u5011\u4f7f\u7528\u9019\u4e00\u6280\u8853\u4f86\u52a0\u5feb\u5de5\u4f5c\u6d41\u7a0b\u4e26\u7c21\u5316\u4eba\u5011\u63d0\u51fa\u6578\u64da\u554f\u984c\u7684\u65b9\u5f0f\u3002\u4f46\u9019\u50c5\u50c5\u662f\u958b\u59cb\uff0c\u6211\u5011\u9810\u8a08 LLM\u00a0\u5c07\u5728\u672a\u4f86\u5e7e\u5e74\u589e\u5f37\u5206\u6790\u80fd\u529b\u3002\u300d\u00a0Movafaghi\u00a0\u88dc\u5145\u9053\u3002 \u50b3\u7d71\u4e0a\uff0c\u4f7f\u7528\u5546\u696d\u667a\u6167\u5de5\u5177\u7684\u6578\u64da\u5206\u6790\u5e2b\u5728\u5206\u6790\u6578\u64da\u6642\u9700\u8981\u7de8\u5beb\u8907\u96dc\u7684 SQL\u00a0\u67e5\u8a62\uff0c\u9019\u4e00\u8981\u6c42\u4f7f\u5206\u6790\u6210\u70ba\u4e00\u9580\u5c0f\u773e\u5b78\u79d1\uff0c\u963b\u7919\u4e86\u516c\u53f8\u5f9e\u5927\u898f\u6a21\u6578\u64da\u4e2d\u5feb\u901f\u7372\u5f97\u7b54\u6848\u3002Mixpanel\u00a0\u900f\u904e\u5176\u57fa\u65bc\u4e8b\u4ef6\u7684\u5206\u6790\u7cfb\u7d71\u6539\u8b8a\u4e86\u9019\u4e00\u9ede\uff0c\u975e\u6280\u8853\u985e\u54e1\u5de5\u53ef\u4ee5\u4f7f\u7528\u8a72\u7cfb\u7d71\u4e26\u4e0b\u62c9\u9078\u55ae\u8a62\u554f\u4ed6\u5011\u7684\u6578\u64da\u554f\u984c\u3002\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u5f15\u5165\u91cd\u5851\u4e86\u6578\u64da\u5206\u6790\u904e\u7a0b\uff0c\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u4f7f\u7528 Mixpanel\u00a0\u8f15\u9b06\u5730\u63d0\u51fa\u6578\u64da\u554f\u984c\uff0c\u4ee5\u6b64\u505a\u51fa\u66f4\u597d\u7684\u6c7a\u7b56\u3002 \u4f5c\u70ba\u5c01\u9589 Beta\u00a0\u8a08\u5283\u7684\u4e00\u90e8\u5206\uff0c\u5168\u65b0 Mixpanel\u00a0\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4ecb\u9762\u76ee\u524d\u6b63\u5728\u7531\u4e00\u7d44\u7d93\u9078\u5b9a\u7684\u5ba2\u6236\u4f7f\u7528\u3002\u8a72\u529f\u80fd\u5c07\u5728\u672a\u4f86\u5e7e\u9031\u5167\u4f5c\u70ba\u53ef\u9078\u4ecb\u9762\u514d\u8cbb\u63d0\u4f9b\u7d66\u6240\u6709 Mixpanel\u00a0\u4f7f\u7528\u8005\u3002 *\u4e8b\u4ef6\u5206\u6790\u7c21\u4ecb\u4e8b\u4ef6\u5206\u6790\u6355\u7372\u6bcf\u500b\u4f7f\u7528\u8005\u5728\u6578\u78bc\u7522\u54c1\uff08\u4f8b\u5982\u96fb\u5b50\u5546\u52d9\u7db2\u7ad9\u6216\u7db2\u7d04\u8eca\u61c9\u7528\u7a0b\u5f0f\uff09\u4e2d\u57f7\u884c\u7684\u6bcf\u500b\u64cd\u4f5c\uff08\u6216\u4e8b\u4ef6\uff09\u3002\u9019\u7a2e\u975e\u5e38\u7cbe\u7d30\u7684\u8996\u5716\u53ef\u4ee5\u5e6b\u52a9\u516c\u53f8\u4e86\u89e3\u4e0d\u540c\u4f7f\u7528\u8005\u7fa4\u9ad4\u5728\u9ad4\u9a57\u904e\u7a0b\u4e2d\u4e0d\u540c\u6642\u523b\u7684\u884c\u70ba\u65b9\u5f0f\uff0c\u5f9e\u800c\u56de\u7b54\u4ee5\u4e0b\u554f\u984c\uff1a\u54ea\u4e9b\u4f7f\u7528\u8005\u7fa4\u9ad4\u5728\u8a3b\u518a\u904e\u7a0b\u4e2d\u6d41\u5931\u4e86\uff1f\u6191\u85c9 Mixpanel\uff0c\u73fe\u5728\u9084\u53ef\u4ee5\u4e86\u89e3\u6b64\u985e\u5ba2\u6236\u9ad4\u9a57\u554f\u984c\u5c0d\u6536\u5165\u7684\u9023\u9396\u5f71\u97ff\u3002 \u9019\u7a2e\u65b9\u6cd5\u6bd4\u50b3\u7d71\u7684\u5546\u696d\u667a\u6167 (BI)\u00a0\u5de5\u5177\u66f4\u5feb\u3001\u66f4\u5bb9\u6613\uff0c\u50b3\u7d71\u7684 BI\u00a0\u5de5\u5177\u9700\u8981\u6e96\u5099\u6578\u64da\u4e26\u88fd\u6210\u8868\u55ae\uff0c\u4e26\u4f7f\u7528 SQL\u00a0\u7de8\u78bc\u7684 BI\u00a0\u67e5\u8a62\u3002\u96d6\u7136 BI\u00a0\u5206\u6790\u53ef\u4ee5\u63d0\u4f9b\u6709\u591a\u5c11\u5ba2\u6236\u6d41\u5931\u7684\u8996\u5716\uff0c\u4f46\u5b83\u7121\u6cd5\u63a2\u7a76\u70ba\u4f55\u7528\u6236\u6709\u67d0\u4e9b\u7279\u5b9a\u884c\u70ba\u3002\u5c0d\u65bc\u5efa\u7acb\u4e26\u6301\u7e8c\u6539\u9032\u4e16\u754c\u4e0a\u6700\u6210\u529f\u7684\u6578\u78bc\u7522\u54c1\u7684\u7522\u54c1\u5718\u968a\u800c\u8a00\uff0c\u9019\u5c31\u662f\u4e8b\u4ef6\u5206\u6790\u5982\u6b64\u91cd\u8981\u7684\u539f\u56e0\u3002 \u00a0 Mixpanel\u00a0\u7c21\u4ecb Mixpanel\u00a0\u662f\u4e00\u500b\u4e8b\u4ef6\u5206\u6790\u5e73\u53f0\uff0c\u53ef\u8b93\u4efb\u4f55\u4eba\u5728\u5e7e\u79d2\u9418\u5167\u5f9e\u5ba2\u6236\u548c\u6536\u5165\u6578\u64da\u4e2d\u7372\u53d6\u5404\u7a2e\u8cc7\u8a0a\u3002\u5b83\u63d0\u4f9b\u4e86\u4f7f\u7528\u8005\u5982\u4f55\u8207\u6578\u78bc\u7522\u54c1\u4ea4\u4e92\u7684\u5f37\u5927\u5be6\u6642\u5716\u8868\u548c\u53ef\u8996\u5316\u5716\u4f8b\u3002\u4e0d\u8ad6\u6280\u8853\u5c08\u696d\u77e5\u8b58\u5982\u4f55\uff0c\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u900f\u904e Mixpanel\u00a0\u5c08\u6ce8\u65bc\u9ad8\u6548\u7684\u5de5\u4f5c\uff0c\u4e26\u82b1\u66f4\u591a\u6642\u9593\u7814\u7a76\u4ed6\u5011\u7684\u6700\u4f73\u5275\u610f\u3002\u5982\u6b32\u4e86\u89e3\u66f4\u591a\u8cc7\u8a0a\uff0c\u8acb\u700f\u89bd\uff1a\u00a0www.mixpanel.com","breadcrumb":{"@id":"https:\/\/pingtungtimes.com.tw\/?p=161832#breadcrumb"},"inLanguage":"zh-TW","potentialAction":[{"@type":"ReadAction","target":["https:\/\/pingtungtimes.com.tw\/?p=161832"]}]},{"@type":"ImageObject","inLanguage":"zh-TW","@id":"https:\/\/pingtungtimes.com.tw\/?p=161832#primaryimage","url":"https:\/\/pingtungtimes.com.tw\/wp-content\/uploads\/2023\/07\/Mixpanel_Inc_Logo.jpg","contentUrl":"https:\/\/pingtungtimes.com.tw\/wp-content\/uploads\/2023\/07\/Mixpanel_Inc_Logo.jpg","width":309,"height":75},{"@type":"BreadcrumbList","@id":"https:\/\/pingtungtimes.com.tw\/?p=161832#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9801","item":"https:\/\/pingtungtimes.com.tw\/"},{"@type":"ListItem","position":2,"name":"Mixpanel\u65b0\u589e\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff0c\u65b9\u4fbf\u516c\u53f8\u300c\u8207\u6578\u64da\u804a\u5929\u300d"}]},{"@type":"WebSite","@id":"https:\/\/pingtungtimes.com.tw\/#website","url":"https:\/\/pingtungtimes.com.tw\/","name":"\u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831","description":"\u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831PingtungTimes\uff0c\u6700\u95dc\u5fc3\u5728\u5730\u7684\u5a92\u9ad4","publisher":{"@id":"https:\/\/pingtungtimes.com.tw\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/pingtungtimes.com.tw\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-TW"},{"@type":"Organization","@id":"https:\/\/pingtungtimes.com.tw\/#organization","name":"\u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831","url":"https:\/\/pingtungtimes.com.tw\/","logo":{"@type":"ImageObject","inLanguage":"zh-TW","@id":"https:\/\/pingtungtimes.com.tw\/#\/schema\/logo\/image\/","url":"https:\/\/pingtungtimes.com.tw\/wp-content\/uploads\/2023\/02\/logo-150.png","contentUrl":"https:\/\/pingtungtimes.com.tw\/wp-content\/uploads\/2023\/02\/logo-150.png","width":150,"height":150,"caption":"\u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831"},"image":{"@id":"https:\/\/pingtungtimes.com.tw\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/pingtungnews"]},{"@type":"Person","@id":"https:\/\/pingtungtimes.com.tw\/#\/schema\/person\/683b937f29ec1537972f6c41e22a2cf3","name":"\u7f8e\u901a\u793e","image":{"@type":"ImageObject","inLanguage":"zh-TW","@id":"https:\/\/secure.gravatar.com\/avatar\/6c21e24ce33ca5d4572e343395adac2bbef44ff7035a74ea2cab2443c7f0a5f3?s=96&d=blank&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/6c21e24ce33ca5d4572e343395adac2bbef44ff7035a74ea2cab2443c7f0a5f3?s=96&d=blank&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/6c21e24ce33ca5d4572e343395adac2bbef44ff7035a74ea2cab2443c7f0a5f3?s=96&d=blank&r=g","caption":"\u7f8e\u901a\u793e"},"url":"https:\/\/pingtungtimes.com.tw\/?author=16"}]}},"_links":{"self":[{"href":"https:\/\/pingtungtimes.com.tw\/index.php?rest_route=\/wp\/v2\/posts\/161832","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pingtungtimes.com.tw\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/pingtungtimes.com.tw\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/pingtungtimes.com.tw\/index.php?rest_route=\/wp\/v2\/users\/16"}],"replies":[{"embeddable":true,"href":"https:\/\/pingtungtimes.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=161832"}],"version-history":[{"count":0,"href":"https:\/\/pingtungtimes.com.tw\/index.php?rest_route=\/wp\/v2\/posts\/161832\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pingtungtimes.com.tw\/index.php?rest_route=\/wp\/v2\/media\/161833"}],"wp:attachment":[{"href":"https:\/\/pingtungtimes.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=161832"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pingtungtimes.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=161832"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pingtungtimes.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=161832"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}