{"id":17886,"date":"2021-04-13T13:07:56","date_gmt":"2021-04-13T05:07:56","guid":{"rendered":"https:\/\/blog.tibame.com\/?p=17886"},"modified":"2021-11-10T15:40:10","modified_gmt":"2021-11-10T07:40:10","slug":"ai60%e5%95%8f-q16%e8%b3%87%e6%96%99%e8%92%90%e9%9b%86%e7%9a%843%e5%80%8b%e9%97%9c%e9%8d%b5%e5%b7%a5%e4%bd%9c%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/blog.tibame.com\/?p=17886","title":{"rendered":"\u3010AI60\u554f\u3011Q16\u8cc7\u6599\u8490\u96c6\u76843\u500b\u95dc\u9375\u5de5\u4f5c\uff1f"},"content":{"rendered":"\n<p>\u8cc7\u6599\u79d1\u5b78 \/ \u4eba\u5de5\u667a\u6167\u7684\u5de5\u4f5c\u6d41\u7a0b\uff0c\u6709\u500b\u57fa\u672c\u539f\u5247\uff0c\u5c31\u662f\u300c\u5f9e\u8cc7\u6599\u958b\u59cb\uff0c\u900f\u904e\u4e00\u9023\u4e32\u7684\u904e\u7a0b\u767c\u73fe\u96b1\u85cf\u5728\u8cc7\u6599\u4e2d\u7684\u898f\u5247\uff0c\u518d\u5229\u7528\u9019\u4e9b\u898f\u5247\u5b8c\u6210\u4e00\u4e9b\u6709\u8da3\u7684\u61c9\u7528\u3002\u300d<\/p>\n\n\n\n<p>\u5b83\u53ef\u4ee5\u5206\u70ba5\u500b\u4e3b\u8981\u5de5\u4f5c\u6d41\u7a0b\uff0c\u5305\u62ec<strong>\u8cc7\u6599\u8490\u96c6<\/strong>\u3001\u8cc7\u6599\u524d\u8655\u7406\u3001\u8cc7\u6599\u5132\u5b58\u3001\u8cc7\u6599\u5206\u6790\u3001\u8cc7\u6599\u8996\u89ba\u5316 (\u5982\u571616-1)\u3002\u9019\u4e9b\u6d41\u7a0b\u770b\u4f3c\u55ae\u4e00\uff0c\u537b\u9700\u8981\u4e0d\u65b7\u53cd\u8986\u7684\u5617\u8a66\u3001\u5c64\u5c64\u63a2\u7d22\uff0c\u624d\u80fd\u627e\u5230\u771f\u6b63\u5177\u6709\u50f9\u503c\u7684\u8cc7\u6599\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" width=\"1024\" height=\"543\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/04\/week4_\u5716161-1024x543.png\" alt=\" \u571616-1 \u8cc7\u6599\u79d1\u5b78 \/ \u4eba\u5de5\u667a\u6167\u4e3b\u8981\u5de5\u4f5c\u6d41\u7a0b \" class=\"wp-image-18127\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/week4_\u5716161-1024x543.png 1024w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/week4_\u5716161-300x159.png 300w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/week4_\u5716161-768x407.png 768w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/week4_\u5716161-1920x1018.png 1920w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/week4_\u5716161-1170x620.png 1170w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/week4_\u5716161-585x310.png 585w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption><strong> \u571616-1 \u8cc7\u6599\u79d1\u5b78 \/ \u4eba\u5de5\u667a\u6167\u4e3b\u8981\u5de5\u4f5c\u6d41\u7a0b <\/strong><\/figcaption><\/figure>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_83 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\" 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href=\"https:\/\/blog.tibame.com\/?p=17886\/#1%E3%80%81%E6%B8%85%E6%A5%9A%E5%AE%9A%E7%BE%A9%E3%80%8C%E5%95%86%E5%8B%99%E5%95%8F%E9%A1%8C%E8%88%87%E7%9B%AE%E6%A8%99%E3%80%8D\" >1\u3001\u6e05\u695a\u5b9a\u7fa9\u300c\u5546\u52d9\u554f\u984c\u8207\u76ee\u6a19\u300d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/blog.tibame.com\/?p=17886\/#2%E3%80%81%E5%AE%9A%E7%BE%A9%E3%80%8C%E8%B3%87%E6%96%99%E5%88%86%E6%9E%90%E7%9A%84%E5%95%8F%E9%A1%8C%E8%88%87%E7%9B%AE%E6%A8%99%E3%80%8D\" >2\u3001\u5b9a\u7fa9\u300c\u8cc7\u6599\u5206\u6790\u7684\u554f\u984c\u8207\u76ee\u6a19\u300d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/blog.tibame.com\/?p=17886\/#3%E3%80%81%E5%BE%9E%E8%B3%87%E6%96%99%E6%BA%90%E9%81%B8%E6%93%87%E5%92%8C%E8%92%90%E9%9B%86%E8%B3%87%E6%96%99\" >3\u3001\u5f9e\u8cc7\u6599\u6e90\u9078\u64c7\u548c\u8490\u96c6\u8cc7\u6599<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%B3%87%E6%96%99%E7%A7%91%E5%AD%B8AI_%E7%9A%845%E5%80%8B%E4%B8%BB%E8%A6%81%E5%B7%A5%E4%BD%9C%E6%B5%81%E7%A8%8B\"><\/span>\u8cc7\u6599\u79d1\u5b78\/AI \u76845\u500b\u4e3b\u8981\u5de5\u4f5c\u6d41\u7a0b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1\u3001\u8cc7\u6599\u8490\u96c6\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\"><li>\u5b9a\u7fa9\u5546\u52d9\u554f\u984c\u53ca\u76ee\u6a19<\/li><li>\u5b9a\u7fa9\u8cc7\u6599\u5206\u6790\u554f\u984c\u548c\u76ee\u6a19<\/li><li>\u5f9e\u8cc7\u6599\u6e90\u9078\u64c7\u548c\u8490\u96c6\u8cc7\u6599<\/li><li>\u7db2\u8def\u722c\u87f2<\/li><\/ul>\n\n\n\n<p>\u8490\u96c6\u76f8\u95dc\u8cc7\u6599\u7684\u904e\u7a0b\uff0c\u70ba\u8cc7\u6599\u5206\u6790\u63d0\u4f9b\u7d20\u6750\u3002\u5f9e\u539f\u59cb\u8cc7\u6599\u5230\u6c7a\u5b9a\u5b58\u653e\u8cc7\u6599\u5eab\u7684\u904e\u7a0b\uff0c\u901a\u5e38\u8207\u8cc7\u6599\u7372\u53d6\u3001\u8cc7\u6599\u722c\u87f2\u3001\u8cc7\u6599\u5eab\u7ba1\u7406\u3001\u8cc7\u6599\u5009\u5132&#8230;\u7b49\u8b70\u984c\u6709\u95dc\u3002<\/p>\n\n\n\n<p>\u9019\u662f\u8cc7\u6599\u5206\u6790\u5c08\u6848\u7684\u95dc\u9375\uff0c\u8981\u8490\u96c6\u5230\u53ef\u56de\u7b54\u7684\u554f\u984c\u3001\u53ef\u4fe1\u8cf4\u7684\u8cc7\u6599\uff0c\u624d\u80fd\u4f7f\u5f8c\u9762\u5efa\u7acb\u597d\u7684\u5206\u6790\u6a21\u578b\uff0c\u7372\u5f97\u597d\u7684\u89c0\u9ede\u3002\u662f\u5426\u80fd\u6709\u6548\u7684\u8ddf\u9818\u57df\u5c08\u5bb6\u8fa8\u8a8d\u51fa\u8cc7\u6599\u53ef\u4ee5\u89e3\u6c7a\u7684\u554f\u984c\uff0c\u91dd\u5c0d\u5c08\u5bb6\u7684\u696d\u52d9\u554f\u984c\u548c\u76ee\u6a19\uff0c\u5b9a\u7fa9\u51fa\u6b63\u78ba\u7684\u8cc7\u6599\u5206\u6790\u554f\u984c\uff0c\u4e26\u898f\u5283\u8cc7\u6599\u8490\u96c6\u7684\u7bc4\u570d\u8207\u6d41\u7a0b\u3002<\/p>\n\n\n\n<p>\u78ba\u4fdd\u8cc7\u6599\u4f86\u6e90\u7684\u53ef\u4fe1\u5ea6\uff0c\u8b93\u5f8c\u9762\u7684\u5206\u6790\u5177\u6709\u50f9\u503c\uff0c\u9019\u500b\u968e\u6bb5\u9664\u4e86\u9700\u8981\u5c0d\u65bc\u9818\u57df\u554f\u984c\u6709\u57fa\u672c\u4e86\u89e3\uff0c\u66f4\u9700\u5927\u91cf\u6642\u9593\u8490\u96c6\u4e26\u8655\u7406\u8cc7\u6599\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">2\u3001\u8cc7\u6599\u524d\u8655\u7406\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\"><li>\u8cc7\u6599\u6e05\u7406<\/li><li>\u8cc7\u6599\u6574\u5408<\/li><li>\u8cc7\u6599\u8f49\u8b8a<\/li><li>\u7ba1\u7406\u5404\u7a2e\u4f86\u6e90\u8cc7\u6599\u81ea\u52d5\u5316<\/li><\/ul>\n\n\n\n<p>\u5c0d\u5f9e\u8cc7\u6599\u5eab\u4e2d\u53d6\u51fa\u7684\u8cc7\u6599\u96c6\uff0c\u9032\u884c\u300c\u8cc7\u6599\u6e05\u7406\u300d\uff0c\u8655\u7406\u8cc7\u6599\u4e2d\u5305\u542b\u96dc\u8a0a\u3001\u932f\u8aa4\u8a0a\u606f\uff0c\u6216\u662f\u60f3\u4f7f\u7528\u591a\u500b\u8cc7\u6599\u96c6\u4e5f\u6703\u9032\u884c\u300c\u8cc7\u6599\u6574\u5408\u300d\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">3\u3001\u8cc7\u6599\u5132\u5b58\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\"><li>\u5efa\u69cb\u8cc7\u6599\u5009\u5132\u3001\u8cc7\u6599\u6e56\u6cca<\/li><li>\u95dc\u806f\u5f0f\u8cc7\u6599\u5eab<\/li><li>\u975e\u95dc\u806f\u5f0f\u8cc7\u6599\u5eab<\/li><\/ul>\n\n\n\n<p>\u5728\u8cc7\u6599\u5132\u5b58\u7684\u968e\u6bb5\uff0c\u8cc7\u6599\u5206\u6790\u5e2b\u9700\u8981\u4e86\u89e3\u8cc7\u6599\u5132\u5b58\u5167\u90e8\u7684\u5de5\u4f5c\u6d41\u7a0b\uff0c\u6700\u6838\u5fc3\u7684\u56e0\u7d20\u662f\u5728\u539f\u59cb\u8cc7\u6599\u57fa\u790e\u4e0a\u7d93\u904e\u54ea\u4e9b\u52a0\u5de5\u8655\u7406\uff0c\u6700\u5f8c\u5f97\u5230\u54ea\u4e9b\u8cc7\u6599\u3002<\/p>\n\n\n\n<p>\u7531\u65bc\u8cc7\u6599\u5728\u5132\u5b58\u968e\u6bb5\u662f\u4e0d\u65b7\u8b8a\u5316\u548c\u66f4\u65b0\uff0c\u5b83\u7684\u5373\u6642\u6027\u3001\u5b8c\u6574\u6027\u3001\u4e00\u5236\u6027\u3001\u6e96\u78ba\u6027\uff0c\u90fd\u53ef\u80fd\u56e0\u70ba\u8edf\u786c\u9ad4\u6216\u662f\u74b0\u5883\u554f\u984c\u800c\u5f71\u97ff\u5f8c\u671f\u7684\u61c9\u7528\u3002<\/p>\n\n\n\n<p>\u3010\u63a8\u85a6\u5b78\u7fd2\u3011<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/bit.ly\/3F3e5oc\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"\u5feb\u901f\u6d3b\u7528 MySQL\uff0c\u7cbe\u6e96\u8a2d\u8a08\u95dc\u806f\u5f0f\u8cc7\u6599\u5eab (\u5728\u65b0\u5206\u9801\u4e2d\u958b\u555f)\">\u5feb\u901f\u6d3b\u7528 MySQL\uff0c\u7cbe\u6e96\u8a2d\u8a08\u95dc\u806f\u5f0f\u8cc7\u6599\u5eab<\/a><\/li><\/ul>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">4\u3001\u8cc7\u6599\u5206\u6790\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\"><li>\u7dda\u4e0a\u5206\u6790<\/li><li>\u8cc7\u6599\u63a2\u52d8<\/li><li>\u6a5f\u5668\u5b78\u7fd2<\/li><li>\u6df1\u5ea6\u5b78\u7fd2<\/li><\/ul>\n\n\n\n<p>\u5206\u6210\u5169\u500b\u968e\u6bb5\uff1a\u63a2\u7d22\u6027\u5206\u6790 Exploratory Data Analysis\u3001\u8207\u8cc7\u6599\u63a2\u52d8\/\u6a5f\u5668\u5b78\u7fd2 Data Mining\/Machine Learning\u3002\u80fd\u5c07\u63a2\u7d22\u6027\u5206\u6790\u8996\u70ba\u662f\u4e00\u7a2e\u524d\u671f\u89c0\u5bdf\uff0c\u518d\u7d93\u7531\u8cc7\u6599\u63a2\u52d8\u9032\u884c\u4e0b\u4e00\u6b65\u6316\u6398\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u63a2\u7d22\u6027\u5206\u6790\uff1a\u8cc7\u6599\u63d0\u53d6\u662f\u5c07\u8cc7\u6599\u53d6\u51fa\u7684\u904e\u7a0b\uff0c\u5b83\u7684\u6838\u5fc3\u74b0\u7bc0\u662f\u5f9e\u54ea\u53d6\u3001\u4f55\u6642\u53d6\u3001\u5982\u4f55\u53d6\u3002<br \/><br \/>(1) \u5f9e\u54ea\u53d6\u2014\u8cc7\u6599\u4f86\u6e90\uff0c\u4e0d\u540c\u8cc7\u6599\u6e90\u5f97\u5230\u7684\u7d50\u679c\u672a\u5fc5\u76f8\u540c\u3002<br \/>(2) \u4f55\u6642\u53d6\u2014\u63d0\u53d6\u6642\u9593\uff0c\u4e0d\u540c\u6642\u9593\u53d6\u51fa\u4f86\u7684\u8cc7\u6599\u7d50\u679c\u672a\u5fc5\u76f8\u540c\u3002<br \/>(3) \u5982\u4f55\u53d6\u2014\u63d0\u53d6\u898f\u5247\uff0c\u4e0d\u540c\u63d0\u53d6\u898f\u5247\u4e0b\u7684\u8cc7\u6599\u7d50\u679c\u5f88\u96e3\u76f8\u540c\u3002<\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li>\u8cc7\u6599\u63a2\u52d8 \/ \u6a5f\u5668\u5b78\u7fd2\uff1a\u9762\u5c0d\u5de8\u91cf\u8cc7\u6599\u6642\uff0c\u9032\u884c\u8cc7\u6599\u50f9\u503c\u63d0\u7149\u7684\u95dc\u9375\u3002<br \/>\u4ee5\u4e0b\u662f\u6f14\u7b97\u6cd5\u9078\u64c7\u7684\u57fa\u672c\u539f\u5247<strong>\u300c\u6c92\u6709\u6700\u597d\u7684\u6f14\u7b97\u6cd5\uff0c\u53ea\u6709\u6700\u9069\u5408\u7684\u6f14\u7b97\u6cd5\u3002\u300d<\/strong><br \/><br \/>\u8cc7\u6599\u5206\u6790\u5e2b\u5728\u8cc7\u6599\u63a2\u52d8\u968e\u6bb5\uff0c\u9700\u8981\u5177\u5099\u7684\u80fd\u529b\uff1a<br \/>(1) \u8cc7\u6599\u63a2\u52d8\u3001\u7d71\u8a08\u5b78\u3001\u6578\u5b78\u57fa\u672c\u539f\u7406\u548c\u5e38\u8b58<br \/>(2) \u4f7f\u7528\u4e00\u9580\u8cc7\u6599\u63a2\u52d8\u5de5\u5177\uff1aClementine\u3001SAS\u6216R<br \/>(3) \u4e86\u89e3\u5e38\u7528\u7684\u8cc7\u6599\u63a1\u64f7\u6f14\u7b97\u6cd5\u3001\u6bcf\u7a2e\u6f14\u7b97\u6cd5\u7684\u61c9\u7528\u5834\u666f\u548c\u512a\u52a3\u5dee\u7570\u9ede<\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li>\u8cc7\u6599\u5206\u6790<br \/>\u8cc7\u6599\u5206\u6790\u76f8\u8f03\u65bc\u8cc7\u6599\u63a2\u52d8\uff0c\u66f4\u504f\u5411\u696d\u52d9\u61c9\u7528\u548c\u89e3\u8b80\u3002<br \/>\u7576\u8cc7\u6599\u63a2\u52d8\u6f14\u7b97\u6cd5\u5f97\u51fa\u7d50\u8ad6\u5f8c\uff0c\u5982\u4f55\u89e3\u91cb\u6f14\u7b97\u6cd5\u5728\u7d50\u679c\u3001\u53ef\u4fe1\u5ea6\u3001\u986f\u8457\u7a0b\u5ea6&#8230;\u7b49\u65b9\u9762\u5c0d\u65bc\u696d\u52d9\u7684\u610f\u7fa9\uff0c\u5982\u4f55\u5c07\u7d50\u679c\u56de\u994b\u5230\u696d\u52d9\u57f7\u884c\u904e\u7a0b\u4e2d\uff0c\u4f7f\u696d\u52d9\u7406\u89e3\u548c\u5be6\u65bd\u5c31\u662f\u95dc\u9375\u3002<\/li><\/ul>\n\n\n\n<p>\u3010\u63a8\u85a6\u5b78\u7fd2\u3011<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a rel=\"noreferrer noopener\" aria-label=\"\u8cc7\u6599\u63a2\u52d8\u901f\u6210\u653b\u7565\uff0c\u8f15\u9b06\u99d5\u99ad\u8cc7\u6599\u5206\u6790\u8207\u5be6\u52d9\u61c9\u7528 (\u5728\u65b0\u5206\u9801\u4e2d\u958b\u555f)\" href=\"https:\/\/bit.ly\/2YwTfy4\" target=\"_blank\">\u8cc7\u6599\u63a2\u52d8\u901f\u6210\u653b\u7565\uff0c\u8f15\u9b06\u99d5\u99ad\u8cc7\u6599\u5206\u6790\u8207\u5be6\u52d9\u61c9\u7528<\/a><\/li><li><a rel=\"noreferrer noopener\" aria-label=\"\u6a5f\u5668\u5b78\u7fd2\u597d\u7c21\u55ae\uff0c\u8f15\u9b06\u8b93\u4f60\u4e00\u624b\u638c\u63e1\u8cc7\u6599\u79d1\u5b78\u5be6\u4f5c 10 \u5927\u6280\u5de7 (\u5728\u65b0\u5206\u9801\u4e2d\u958b\u555f)\" href=\"https:\/\/bit.ly\/3mUbuXA\" target=\"_blank\">\u6a5f\u5668\u5b78\u7fd2\u597d\u7c21\u55ae\uff0c\u8f15\u9b06\u8b93\u4f60\u4e00\u624b\u638c\u63e1\u8cc7\u6599\u79d1\u5b78\u5be6\u4f5c 10 \u5927\u6280\u5de7<\/a><\/li><li><a href=\"https:\/\/bit.ly\/3qDgPVF\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"\u63d0\u5347 AI \u5be6\u4f5c\u80fd\u529b\u5fc5\u5099\uff0c\u6df1\u5ea6\u5b78\u7fd2 TensorFlow \u57fa\u790e\u8207\u61c9\u7528 (\u5728\u65b0\u5206\u9801\u4e2d\u958b\u555f)\">\u63d0\u5347 AI \u5be6\u4f5c\u80fd\u529b\u5fc5\u5099\uff0c\u6df1\u5ea6\u5b78\u7fd2 TensorFlow \u57fa\u790e\u8207\u61c9\u7528<\/a><\/li><\/ul>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">5\u3001\u8cc7\u6599\u8996\u89ba\u5316\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\"><li>\u8996\u89ba\u5316\u8cc7\u6599\u7d50\u679c<\/li><li>\u5f97\u51fa\u5546\u52d9\u6d1e\u898b\u6216\u9810\u6e2c\u7d50\u679c<\/li><li>\u6e9d\u901a\u5229\u76ca\u95dc\u4fc2\u4eba\u5c0d\u8cc7\u6599\u5206\u6790\u63a1\u53d6\u884c\u52d5<\/li><\/ul>\n\n\n\n<p>\u8cc7\u6599\u5c55\u73fe\u5c31\u662f\u5c07\u8cc7\u6599\u89c0\u9ede\u5c55\u73fe\u7d66\u696d\u52d9\u7684\u904e\u7a0b\uff0c\u900f\u904e\u8996\u89ba\u5316\u3001\u5716\u8868\u7684\u65b9\u5f0f\u4f86\u89e3\u91cb\uff0c\u8868\u9054\u7d50\u679c\u3002\u4e26\u904b\u7528\u53ef\u80fd\u7684\u539f\u56e0\uff0c\u6574\u5408\u9019\u4e9b\u6771\u897f\u7684\u95dc\u806f\u6027\u3002<\/p>\n\n\n\n<p>\u591a\u6578\u4f01\u696d\u4e3b\u7ba1\u559c\u6b61\u770b\u5716\u8868\u3001\u770b\u8da8\u52e2\uff0c\u57f7\u884c\u55ae\u4f4d\u559c\u6b61\u770b\u6578\u5b57\u3001\u770b\u6587\u5b57\u3002\u8cc7\u6599\u5c55\u73fe\u53ef\u4ee5\u8f14\u52a9\u8cc7\u6599\u5167\u5bb9\uff0c\u8b93\u5b83\u6210\u70ba\u66f4\u5177\u50f9\u503c\u7684\u8cc7\u6599\u5167\u5bb9\u3002<\/p>\n\n\n\n<p>\u800c\u8cc7\u6599\u61c9\u7528\u53ef\u4ee5\u5c07\u8cc7\u6599\u5c55\u73fe\u5176\u50f9\u503c\uff0c\u9700\u8981\u8cc7\u6599\u5206\u6790\u5e2b\u4ee5\u8cc7\u6599\u6e9d\u901a\u80fd\u529b\u3001\u696d\u52d9\u63a8\u52d5\u80fd\u529b\u3001\u9805\u76ee\u5de5\u4f5c\u80fd\u529b\u4f86\u5b8c\u6210\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u8cc7\u6599\u6e9d\u901a\u80fd\u529b\uff1a\u8cc7\u6599\u5831\u544a\u3001\u8cc7\u6599\u7d50\u8ad6<\/li><li>\u696d\u52d9\u63a8\u52d5\u80fd\u529b\uff1a\u63a8\u52d5\u696d\u52d9\u843d\u5730\u5be6\u73fe\u8cc7\u6599\u5efa\u8b70\uff0c\u8cc7\u6599\u7d50\u8ad6\u8981\u5177\u5099\u5ba2\u89c0\u7684\u61c9\u7528\u689d\u4ef6<\/li><li>\u9805\u76ee\u5de5\u4f5c\u80fd\u529b\uff1a\u4e0d\u8ad6\u5c08\u6848\u6216\u8cc7\u6599\u5206\u6790\u9805\u76ee\uff0c\u90fd\u9700\u8981\u8a08\u5283\u3001\u9818\u5c0e\u3001\u7d44\u7e54\u7684\u9805\u76ee\u5de5\u4f5c\u80fd\u529b<\/li><\/ul>\n\n\n\n<p>\u3010\u63a8\u85a6\u5b78\u7fd2\u3011<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/bit.ly\/3F5x9T4\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"\u8cc7\u6599\u5206\u6790\u5e2b\u5fc5\u5099\u8996\u89ba\u5316\u6280\u80fd Power BI (\u5728\u65b0\u5206\u9801\u4e2d\u958b\u555f)\">\u8cc7\u6599\u5206\u6790\u5e2b\u5fc5\u5099\u8996\u89ba\u5316\u6280\u80fd Power BI<\/a><\/li><\/ul>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u4ee5\u4e0a\u7c21\u55ae\u6982\u8ff0\uff0c\u8cc7\u6599\u79d1\u5b78 \/ \u4eba\u5de5\u667a\u6167\u7684\u4e3b\u8981\u5de5\u4f5c\u6d41\u7a0b\uff0c\u90a3\u56de\u6b78\u5230\u300c<strong>\u8cc7\u6599\u8490\u96c6<\/strong>\u300d\u6709\u54ea\u4e9b\u5177\u9ad4\u7684\u5de5\u4f5c\u8207\u4efb\u52d9\uff1f<br \/>\u53ef\u4ee5\u5206\u70ba\u4ee5\u4e0b\u4e09\u9805\u4e3b\u8981\u6307\u6a19\u5de5\u4f5c\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1%E3%80%81%E6%B8%85%E6%A5%9A%E5%AE%9A%E7%BE%A9%E3%80%8C%E5%95%86%E5%8B%99%E5%95%8F%E9%A1%8C%E8%88%87%E7%9B%AE%E6%A8%99%E3%80%8D\"><\/span><strong>1\u3001\u6e05\u695a\u5b9a\u7fa9\u300c\u5546\u52d9\u554f\u984c\u8207\u76ee\u6a19<\/strong>\u300d<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u7b2c\u4e00\u9805\u6700\u91cd\u8981\u7684\u5de5\u4f5c\u662f\uff0c\u6e05\u695a\u5b9a\u7fa9\u300c\u5546\u52d9\u7684\u554f\u984c\u8207\u76ee\u6a19\u300d\u3002\u7531\u65bc\u4f01\u696d\u8981\u63d0\u9ad8\u71df\u904b\u7e3e\u6548\uff0c\u96a8\u6642\u90fd\u6703\u6aa2\u8996\u696d\u52d9\u7684\u5de5\u4f5c\u9805\u76ee\uff0c\u56e0\u6b64\u6211\u5011\u9700\u8981\u4f9d\u7167\u696d\u52d9\u7684\u5de5\u4f5c\u9805\u76ee\u4f86\u8a2d\u5b9a\u696d\u52d9\u554f\u984c\u7684\u9700\u6c42\uff0c\u597d\u89e3\u6c7a\u696d\u52d9\u554f\u984c\u3002<\/p>\n\n\n\n<p>\u5982\uff1a\u696d\u52d9\u9700\u6c42\u70ba\u300c\u5c0b\u627e\u54ea\u4e9b\u5546\u54c1\u53ef\u7d44\u5408\u92b7\u552e\uff1f\u300d\uff0c\u5247\u5728\u300c\u5546\u54c1\u7d44\u5408\u554f\u984c\u300d\u4e2d\uff0c\u6240\u8a2d\u8a08\u7684\u5206\u6790\u9700\u6c42\u70ba\u300c\u91dd\u5c0d\u5546\u5e97\u3001\u5546\u54c1\u3001\u54c1\u76ee\u505a\u71df\u696d\u6536\u5165\u5206\u6790\u300d\u3001\u300c\u91dd\u5c0d\u5546\u54c1\u7d44\u5408\u505a\u51fa2020\u5e74\u82072021\u5e74\u71df\u696d\u6536\u5165\u5206\u6790\u300d\u3001\u300c\u91dd\u5c0d\u5546\u5e97\u3001\u5546\u54c1\u7d44\u5408\u505a\u6700\u597d\/\u6700\u5dee\u92b7\u552e\u5206\u6790\u300d&#8230;\u7b49\u591a\u9805\u529f\u80fd\u3002<\/p>\n\n\n\n<p>\u7406\u89e3\u54ea\u4e9b\u5c0d\u4f60\u4f86\u8aaa\u662f\u300c\u6709\u8da3\u3001\u6709\u7528\u300d\u7684\u8cc7\u8a0a\uff0c\u4f60\u60f3\u4f7f\u7528\u9019\u4e9b\u300c\u6709\u8da3\u3001\u6709\u7528\u7684\u4e8b\u60c5\u300d\u5b8c\u6210\u4ec0\u9ebc\u76ee\u6a19\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2%E3%80%81%E5%AE%9A%E7%BE%A9%E3%80%8C%E8%B3%87%E6%96%99%E5%88%86%E6%9E%90%E7%9A%84%E5%95%8F%E9%A1%8C%E8%88%87%E7%9B%AE%E6%A8%99%E3%80%8D\"><\/span><strong>2\u3001\u5b9a\u7fa9\u300c\u8cc7\u6599\u5206\u6790\u7684\u554f\u984c\u8207\u76ee\u6a19\u300d<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u518d\u4f86\uff0c\u8981\u8003\u9a57\u8cc7\u6599\u79d1\u5b78\u5bb6\u5c0d\u65bc\u4e0d\u540c\u6a21\u578b\u53ca\u7406\u8ad6\u7684\u638c\u63e1\u7a0b\u5ea6\u3002<\/p>\n\n\n\n<p>\u5df2\u7d93\u5b9a\u7fa9\u51fa\u6b63\u78ba\u7684\u9818\u57df\u554f\u984c\u5f8c\uff0c\u8cc7\u6599\u79d1\u5b78\u5bb6\u8981\u601d\u8003\u9019\u500b\u554f\u984c\u8a72\u5982\u4f55\u88ab\u8cc7\u6599\u89e3\u7b54\u3002\u9996\u5148\u53ef\u4ee5\u601d\u8003\u9019\u662f\u300c\u89e3\u91cb\u300d\u3001\u300c\u500b\u9ad4\u9810\u6e2c\u300d\u3001\u9084\u662f\u300c\u8da8\u52e2\u9810\u6e2c\u300d\u7684\u554f\u984c\uff0c\u5b9a\u7fa9\u5b8c\u6210\uff0c\u518d\u53bb\u601d\u8003\u76ee\u524d\u6709\u54ea\u4e9b\u7d71\u8a08\u65b9\u6cd5\/\u6a5f\u5668\u5b78\u7fd2\u6f14\u7b97\u6cd5\uff0c\u7b26\u5408\u9019\u500b\u60c5\u5883\uff0c\u6700\u5f8c\u518d\u78ba\u8a8d\u9019\u500b\u65b9\u6cd5\uff0c\u80fd\u5920\u6b63\u78ba\u7684\u56de\u7b54\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3%E3%80%81%E5%BE%9E%E8%B3%87%E6%96%99%E6%BA%90%E9%81%B8%E6%93%87%E5%92%8C%E8%92%90%E9%9B%86%E8%B3%87%E6%96%99\"><\/span><strong>3\u3001\u5f9e\u8cc7\u6599\u6e90\u9078\u64c7\u548c\u8490\u96c6\u8cc7\u6599<\/strong><span 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