{"id":366,"date":"2025-07-13T12:41:08","date_gmt":"2025-07-13T04:41:08","guid":{"rendered":"https:\/\/maobucv.com\/articles\/?p=366"},"modified":"2025-07-13T12:41:08","modified_gmt":"2025-07-13T04:41:08","slug":"%e8%b5%84%e6%b7%b1%e6%95%b0%e6%8d%ae%e5%88%86%e6%9e%90%e5%b8%88%e4%b8%aa%e4%ba%ba%e7%ae%80%e5%8e%86%e6%a8%a1%e6%9d%bf","status":"publish","type":"post","link":"https:\/\/maobucv.com\/articles\/2025\/07\/366\/","title":{"rendered":"\u8d44\u6df1\u6570\u636e\u5206\u6790\u5e08\u4e2a\u4eba\u7b80\u5386\u6a21\u677f"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">\u57fa\u672c\u4fe1\u606f<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u59d3\u540d\uff1a\u9648\u6570\u6790<\/li>\n\n\n\n<li>\u5e74\u9f84\uff1a36 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35%<\/li>\n\n\n\n<li>\u7f16\u5199\u300a\u6570\u636e\u5206\u6790\u89c4\u8303\u624b\u518c\u300b\uff0c\u7edf\u4e00\u6570\u636e\u6307\u6807\u5b9a\u4e49\u4e0e\u8ba1\u7b97\u65b9\u6cd5\uff0c\u6d88\u9664\u8de8\u90e8\u95e8\u6570\u636e\u7406\u89e3\u504f\u5dee<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2013.07-2016.04 \u767e\u5ea6\u5728\u7ebf \u6570\u636e\u5206\u6790\u5e08\uff08L6\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8d1f\u8d23\u641c\u7d22\u5f15\u64ce\u5e7f\u544a\u4e1a\u52a1\u6570\u636e\u5206\u6790\uff0c\u5efa\u7acb\u5e7f\u544a\u6548\u679c\u8bc4\u4f30\u4f53\u7cfb\uff0c\u5305\u542b CTR\u3001CPC\u3001ROI \u7b49 20 + \u6838\u5fc3\u6307\u6807<\/li>\n\n\n\n<li>\u5f00\u53d1\u5173\u952e\u8bcd\u6548\u679c\u5206\u6790\u6a21\u578b\uff0c\u8bc6\u522b\u9ad8\u4ef7\u503c\u5173\u952e\u8bcd\u7ec4\u5408\uff0c\u4e3a\u7ade\u4ef7\u7b56\u7565\u63d0\u4f9b\u6570\u636e\u652f\u6301\uff0c\u4f7f\u5ba2\u6237\u6ee1\u610f\u5ea6\u63d0\u5347 25%<\/li>\n\n\n\n<li>\u8bbe\u8ba1\u5e7f\u544a\u6295\u653e\u4f18\u5316\u7b97\u6cd5\uff0c\u81ea\u52a8\u8c03\u6574\u51fa\u4ef7\u7b56\u7565\uff0c\u5e2e\u52a9\u5ba2\u6237\u5e73\u5747\u964d\u4f4e\u83b7\u5ba2\u6210\u672c 19%<\/li>\n\n\n\n<li>\u5236\u4f5c\u53ef\u89c6\u5316\u6570\u636e\u62a5\u8868\uff0c\u652f\u6301 200 + \u5927\u5ba2\u6237\u6570\u636e\u5206\u6790\u9700\u6c42\uff0c\u63d0\u4f9b\u5b9a\u5236\u5316\u5206\u6790\u670d\u52a1<\/li>\n\n\n\n<li>\u53c2\u4e0e\u6570\u636e\u4ed3\u5e93\u5efa\u8bbe\uff0c\u8bbe\u8ba1 10 + \u6838\u5fc3\u6570\u636e\u6a21\u578b\uff0c\u4f18\u5316\u6570\u636e\u67e5\u8be2\u6548\u7387\uff0c\u5c06\u62a5\u8868\u751f\u6210\u65f6\u95f4\u4ece 4 \u5c0f\u65f6\u7f29\u77ed\u81f3 30 \u5206\u949f<\/li>\n\n\n\n<li>\u5206\u6790\u7528\u6237\u641c\u7d22\u884c\u4e3a\u4e0e\u5e7f\u544a\u70b9\u51fb\u5173\u8054\u6027\uff0c\u63d0\u51fa\u5173\u952e\u8bcd\u5339\u914d\u7b97\u6cd5\u4f18\u5316\u5efa\u8bae\uff0c\u4f7f\u5e7f\u544a\u76f8\u5173\u6027\u63d0\u5347 30%<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2011.07-2013.06 \u6bd5\u9a6c\u5a01\u54a8\u8be2 \u6570\u636e\u5206\u6790\u5e08\uff08\u52a9\u7406\u7ecf\u7406\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e3a\u91d1\u878d\u3001\u96f6\u552e\u884c\u4e1a\u5ba2\u6237\u63d0\u4f9b\u6570\u636e\u5206\u6790\u670d\u52a1\uff0c\u53c2\u4e0e 12 \u4e2a\u5546\u4e1a\u5206\u6790\u9879\u76ee\uff0c\u6d89\u53ca\u5e02\u573a\u8fdb\u5165\u7b56\u7565\u3001\u5ba2\u6237\u5206\u7fa4\u7b49\u9886\u57df<\/li>\n\n\n\n<li>\u8bbe\u8ba1\u8c03\u67e5\u95ee\u5377\u4e0e\u6570\u636e\u91c7\u96c6\u65b9\u6848\uff0c\u5904\u7406 50 \u4e07 + \u6837\u672c\u6570\u636e\uff0c\u901a\u8fc7\u4ea4\u53c9\u5206\u6790\u6316\u6398\u5e02\u573a\u673a\u4f1a<\/li>\n\n\n\n<li>\u6784\u5efa\u5ba2\u6237\u4ef7\u503c\u8bc4\u4f30\u6a21\u578b\uff0c\u5e2e\u52a9 3 \u5bb6\u96f6\u552e\u4f01\u4e1a\u4f18\u5316\u4f1a\u5458\u4f53\u7cfb\uff0c\u63d0\u5347\u9ad8\u4ef7\u503c\u5ba2\u6237\u7559\u5b58\u7387 22%<\/li>\n\n\n\n<li>\u5236\u4f5c\u884c\u4e1a\u5206\u6790\u62a5\u544a\uff0c\u5305\u542b\u5e02\u573a\u89c4\u6a21\u3001\u7ade\u4e89\u683c\u5c40\u3001\u53d1\u5c55\u8d8b\u52bf\u7b49\u7ef4\u5ea6\uff0c\u4e3a\u5ba2\u6237\u6218\u7565\u89c4\u5212\u63d0\u4f9b\u4f9d\u636e<\/li>\n\n\n\n<li>\u53c2\u4e0e\u5f00\u53d1\u5ba2\u6237\u6ee1\u610f\u5ea6\u76d1\u6d4b\u7cfb\u7edf\uff0c\u5b9e\u65f6\u8ddf\u8e2a\u670d\u52a1\u8d28\u91cf\u6307\u6807\uff0c\u5e2e\u52a9\u5ba2\u6237\u63d0\u5347 NPS \u8bc4\u5206 15 \u5206<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e13\u4e1a\u6280\u80fd<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u6570\u636e\u5206\u6790\u5de5\u5177\n<ul class=\"wp-block-list\">\n<li>\u6570\u636e\u67e5\u8be2\uff1a\u7cbe\u901a SQL\uff0c\u719f\u7ec3\u7f16\u5199\u590d\u6742\u67e5\u8be2\u8bed\u53e5\u3001\u5b58\u50a8\u8fc7\u7a0b\uff0c\u80fd\u9ad8\u6548\u5904\u7406\u4ebf\u7ea7\u6570\u636e<\/li>\n\n\n\n<li>\u7edf\u8ba1\u5206\u6790\uff1a\u719f\u7ec3\u4f7f\u7528 Python\uff08Pandas\u3001NumPy\u3001Scikit-learn\uff09\u3001R \u8bed\u8a00\u8fdb\u884c\u6570\u636e\u5efa\u6a21\u4e0e\u5206\u6790<\/li>\n\n\n\n<li>\u53ef\u89c6\u5316\u5de5\u5177\uff1a\u7cbe\u901a Tableau\u3001Power BI\u3001FineBI\uff0c\u80fd\u8bbe\u8ba1\u4ea4\u4e92\u5f0f\u6570\u636e\u4eea\u8868\u76d8<\/li>\n\n\n\n<li>\u6570\u636e\u5904\u7406\uff1a\u638c\u63e1 Hadoop\u3001Spark \u7b49\u5927\u6570\u636e\u5904\u7406\u6280\u672f\uff0c\u80fd\u5904\u7406 TB \u7ea7\u6570\u636e<\/li>\n\n\n\n<li>\u5176\u4ed6\u5de5\u5177\uff1a\u719f\u7ec3\u4f7f\u7528 Excel \u9ad8\u7ea7\u529f\u80fd\uff08\u6570\u636e\u900f\u89c6\u8868\u3001\u51fd\u6570\u516c\u5f0f\uff09\u3001SPSS\u3001SAS<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u5206\u6790\u65b9\u6cd5\n<ul class=\"wp-block-list\">\n<li>\u63cf\u8ff0\u6027\u5206\u6790\uff1a\u64c5\u957f\u6570\u636e\u6e05\u6d17\u3001\u7279\u5f81\u5de5\u7a0b\u3001\u63a2\u7d22\u6027\u6570\u636e\u5206\u6790<\/li>\n\n\n\n<li>\u8bca\u65ad\u6027\u5206\u6790\uff1a\u7cbe\u901a\u6f0f\u6597\u5206\u6790\u3001\u8def\u5f84\u5206\u6790\u3001\u5f52\u56e0\u5206\u6790\u3001\u540c\u671f\u7fa4\u5206\u6790<\/li>\n\n\n\n<li>\u9884\u6d4b\u6027\u5206\u6790\uff1a\u638c\u63e1\u56de\u5f52\u5206\u6790\u3001\u65f6\u95f4\u5e8f\u5217\u3001\u5206\u7c7b\u7b97\u6cd5\u3001\u805a\u7c7b\u7b97\u6cd5<\/li>\n\n\n\n<li>\u5904\u65b9\u6027\u5206\u6790\uff1a\u80fd\u57fa\u4e8e\u5206\u6790\u7ed3\u679c\u63d0\u51fa\u53ef\u6267\u884c\u7684\u4e1a\u52a1\u5efa\u8bae<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u4e1a\u52a1\u80fd\u529b\n<ul class=\"wp-block-list\">\n<li>\u4e1a\u52a1\u5efa\u6a21\uff1a\u80fd\u5c06\u4e1a\u52a1\u95ee\u9898\u8f6c\u5316\u4e3a\u6570\u636e\u5206\u6790\u95ee\u9898\uff0c\u8bbe\u8ba1\u5206\u6790\u6846\u67b6<\/li>\n\n\n\n<li>\u6307\u6807\u4f53\u7cfb\uff1a\u64c5\u957f\u6784\u5efa\u4e1a\u52a1\u6307\u6807\u4f53\u7cfb\uff0c\u5b9a\u4e49\u5173\u952e\u7ee9\u6548\u6307\u6807\uff08KPI\uff09<\/li>\n\n\n\n<li>A\/B \u6d4b\u8bd5\uff1a\u7cbe\u901a\u5b9e\u9a8c\u8bbe\u8ba1\u3001\u6837\u672c\u91cf\u8ba1\u7b97\u3001\u7ed3\u679c\u5206\u6790\u4e0e\u89e3\u8bfb<\/li>\n\n\n\n<li>\u6570\u636e\u8bb2\u6545\u4e8b\uff1a\u80fd\u5c06\u590d\u6742\u5206\u6790\u7ed3\u679c\u8f6c\u5316\u4e3a\u6e05\u6670\u6613\u61c2\u7684\u4e1a\u52a1\u6d1e\u5bdf<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u7ba1\u7406\u6280\u80fd\n<ul class=\"wp-block-list\">\n<li>\u56e2\u961f\u7ba1\u7406\uff1a\u62e5\u6709 5 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\u4eba\u5206\u6790\u56e2\u961f\u5f00\u5c55\u5de5\u4f5c<\/li>\n\n\n\n<li>\u9879\u76ee\u5185\u5bb9\uff1a\n<ul class=\"wp-block-list\">\n<li>\u6784\u5efa\u5168\u94fe\u8def\u7528\u6237\u589e\u957f\u5206\u6790\u6846\u67b6\uff0c\u6574\u5408\u7528\u6237\u83b7\u53d6\u3001\u6fc0\u6d3b\u3001\u7559\u5b58\u3001\u53d8\u73b0\u3001\u63a8\u8350\u6570\u636e<\/li>\n\n\n\n<li>\u5f00\u53d1\u7528\u6237\u5206\u7fa4\u6a21\u578b\uff0c\u5c06 10 \u4ebf + \u7528\u6237\u5212\u5206\u4e3a 20 \u4e2a\u7ec6\u5206\u7fa4\u4f53\uff0c\u5206\u6790\u5404\u7fa4\u4f53\u7279\u5f81\u4e0e\u9700\u6c42<\/li>\n\n\n\n<li>\u8bbe\u8ba1\u589e\u957f\u5b9e\u9a8c\u65b9\u6848\uff0c\u5728 3 \u4e2a\u6838\u5fc3\u4e1a\u52a1\u7ebf\u5f00\u5c55 50+A\/B \u6d4b\u8bd5<\/li>\n\n\n\n<li>\u5efa\u7acb\u589e\u957f\u6307\u6807\u76d1\u63a7\u4f53\u7cfb\uff0c\u5b9e\u65f6\u8ddf\u8e2a\u5b9e\u9a8c\u6548\u679c\u4e0e\u4e1a\u52a1\u53d8\u5316<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u9879\u76ee\u6210\u679c\uff1a\n<ul class=\"wp-block-list\">\n<li>\u8bc6\u522b\u51fa 3 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class=\"wp-block-list\">\n<li>\u9879\u76ee\u80cc\u666f\uff1a\u63d0\u5347\u5185\u5bb9\u63a8\u8350\u7cbe\u51c6\u5ea6\uff0c\u589e\u52a0\u7528\u6237\u505c\u7559\u65f6\u95f4\u4e0e\u5185\u5bb9\u6d88\u8d39<\/li>\n\n\n\n<li>\u6211\u7684\u804c\u8d23\uff1a\u8d1f\u8d23\u63a8\u8350\u6548\u679c\u6570\u636e\u5206\u6790\u4e0e\u7b97\u6cd5\u4f18\u5316\u65b9\u5411\u7814\u7a76<\/li>\n\n\n\n<li>\u9879\u76ee\u5185\u5bb9\uff1a\n<ul class=\"wp-block-list\">\n<li>\u5206\u6790\u73b0\u6709\u63a8\u8350\u7cfb\u7edf\u7f3a\u9677\uff0c\u901a\u8fc7\u7528\u6237\u884c\u4e3a\u5e8f\u5217\u5206\u6790\u8bc6\u522b\u63a8\u8350\u504f\u5dee<\/li>\n\n\n\n<li>\u6784\u5efa\u63a8\u8350\u6548\u679c\u8bc4\u4f30\u6307\u6807\u4f53\u7cfb\uff0c\u5305\u542b\u70b9\u51fb\u7387\u3001\u505c\u7559\u65f6\u957f\u3001\u5185\u5bb9\u591a\u6837\u6027\u7b49<\/li>\n\n\n\n<li>\u8bbe\u8ba1\u7b97\u6cd5\u4f18\u5316\u65b9\u6848\uff0c\u63d0\u51fa\u7279\u5f81\u5de5\u7a0b\u6539\u8fdb\u5efa\u8bae<\/li>\n\n\n\n<li>\u8ddf\u8e2a\u7b97\u6cd5\u8fed\u4ee3\u6548\u679c\uff0c\u901a\u8fc7 A\/B \u6d4b\u8bd5\u9a8c\u8bc1\u4f18\u5316\u65b9\u6848<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u9879\u76ee\u6210\u679c\uff1a\n<ul class=\"wp-block-list\">\n<li>\u63a8\u8350\u7b97\u6cd5\u4f18\u5316\u540e\uff0c\u5185\u5bb9\u70b9\u51fb\u7387\u63d0\u5347 32%\uff0c\u7528\u6237\u65e5\u5747\u505c\u7559\u65f6\u95f4\u589e\u52a0 45 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class=\"wp-block-list\">\n<li>\u9879\u76ee\u80cc\u666f\uff1a\u6838\u5fc3\u4ea7\u54c1\u7528\u6237\u6d41\u5931\u7387\u6301\u7eed\u4e0a\u5347\uff0c\u9700\u8981\u5efa\u7acb\u9884\u8b66\u673a\u5236\u4e0e\u633d\u7559\u7b56\u7565<\/li>\n\n\n\n<li>\u6211\u7684\u804c\u8d23\uff1a\u8d1f\u8d23\u6d41\u5931\u6a21\u578b\u6784\u5efa\u4e0e\u633d\u7559\u6548\u679c\u5206\u6790<\/li>\n\n\n\n<li>\u9879\u76ee\u5185\u5bb9\uff1a\n<ul class=\"wp-block-list\">\n<li>\u5206\u6790\u7528\u6237\u6d41\u5931\u7279\u5f81\uff0c\u8bc6\u522b 20 + \u6d41\u5931\u9884\u8b66\u4fe1\u53f7<\/li>\n\n\n\n<li>\u6784\u5efa\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u9884\u6d4b\u7528\u6237\u6d41\u5931\u98ce\u9669\uff0c\u786e\u5b9a\u6d41\u5931\u6982\u7387\u8bc4\u5206<\/li>\n\n\n\n<li>\u8bbe\u8ba1\u5206\u5c42\u633d\u7559\u7b56\u7565\uff0c\u9488\u5bf9\u4e0d\u540c\u6d41\u5931\u98ce\u9669\u7528\u6237\u5236\u5b9a\u5dee\u5f02\u5316\u65b9\u6848<\/li>\n\n\n\n<li>\u8ddf\u8e2a\u633d\u7559\u6548\u679c\uff0c\u901a\u8fc7\u6570\u636e\u5206\u6790\u4f18\u5316\u7b56\u7565<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u9879\u76ee\u6210\u679c\uff1a\n<ul class=\"wp-block-list\">\n<li>\u6d41\u5931\u9884\u8b66\u6a21\u578b\u51c6\u786e\u7387\u8fbe 85%\uff0c\u80fd\u63d0\u524d 7 \u5929\u9884\u6d4b\u7528\u6237\u6d41\u5931<\/li>\n\n\n\n<li>\u633d\u7559\u7b56\u7565\u5b9e\u65bd\u540e\uff0c\u6838\u5fc3\u7528\u6237\u6d41\u5931\u7387\u4e0b\u964d 23%<\/li>\n\n\n\n<li>\u633d\u56de\u9ad8\u4ef7\u503c\u7528\u6237 50 \u4e07 +\uff0c\u521b\u9020\u5e74\u5ea6\u6536\u5165 8000 \u4e07\u5143<\/li>\n\n\n\n<li>\u5efa\u7acb\u7528\u6237\u5065\u5eb7\u5ea6\u8bc4\u5206\u4f53\u7cfb\uff0c\u7eb3\u5165\u4ea7\u54c1\u65e5\u5e38\u8fd0\u8425\u76d1\u63a7<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2015.02-2015.08 \u767e\u5ea6 &#8220;\u5e7f\u544a\u667a\u80fd\u6295\u653e\u7cfb\u7edf&#8221; \u9879\u76ee\uff08\u6838\u5fc3\u6210\u5458\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9879\u76ee\u80cc\u666f\uff1a\u5e2e\u52a9\u5e7f\u544a\u4e3b\u63d0\u5347\u6295\u653e\u6548\u7387\u4e0e\u6295\u8d44\u56de\u62a5\u7387\uff0c\u964d\u4f4e\u64cd\u4f5c\u6210\u672c<\/li>\n\n\n\n<li>\u6211\u7684\u804c\u8d23\uff1a\u8d1f\u8d23\u6295\u653e\u6548\u679c\u6570\u636e\u5206\u6790\u4e0e\u667a\u80fd\u7b97\u6cd5\u8bbe\u8ba1<\/li>\n\n\n\n<li>\u9879\u76ee\u5185\u5bb9\uff1a\n<ul class=\"wp-block-list\">\n<li>\u5206\u6790\u5386\u53f2\u6295\u653e\u6570\u636e\uff0c\u8bc6\u522b\u5f71\u54cd\u5e7f\u544a\u6548\u679c\u7684\u5173\u952e\u56e0\u7d20<\/li>\n\n\n\n<li>\u6784\u5efa\u5e7f\u544a\u6548\u679c\u9884\u6d4b\u6a21\u578b\uff0c\u9884\u6d4b\u4e0d\u540c\u6295\u653e\u7b56\u7565\u7684 ROI<\/li>\n\n\n\n<li>\u8bbe\u8ba1\u667a\u80fd\u51fa\u4ef7\u7b97\u6cd5\uff0c\u5b9e\u73b0\u6295\u653e\u6210\u672c\u81ea\u52a8\u4f18\u5316<\/li>\n\n\n\n<li>\u5f00\u53d1\u6570\u636e\u5206\u6790\u4eea\u8868\u76d8\uff0c\u5b9e\u65f6\u76d1\u63a7\u6295\u653e\u6548\u679c<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u9879\u76ee\u6210\u679c\uff1a\n<ul class=\"wp-block-list\">\n<li>\u667a\u80fd\u6295\u653e\u7cfb\u7edf\u4e0a\u7ebf\u540e\uff0c\u5e7f\u544a\u4e3b\u5e73\u5747 ROI \u63d0\u5347 35%<\/li>\n\n\n\n<li>\u64cd\u4f5c\u6548\u7387\u63d0\u5347 70%\uff0c\u51cf\u5c11\u4eba\u5de5\u64cd\u4f5c\u6210\u672c<\/li>\n\n\n\n<li>\u7cfb\u7edf\u8986\u76d6 80% \u7684\u5e7f\u544a\u4e3b\uff0c\u6708\u6d3b\u8dc3\u7528\u6237\u589e\u957f 40%<\/li>\n\n\n\n<li>\u76f8\u5173\u6280\u672f\u7533\u8bf7 2 \u9879\u53d1\u660e\u4e13\u5229<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u8bc1\u4e66\u4e0e\u8363\u8a89<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8bc1\u4e66\uff1a\n<ul class=\"wp-block-list\">\n<li>\u6570\u636e\u5206\u6790\u5e08\uff08\u9ad8\u7ea7\uff09\u804c\u4e1a\u8d44\u683c\u8bc1\u4e66\uff082016 \u5e74\uff09<\/li>\n\n\n\n<li>\u5fae\u8f6f\u8ba4\u8bc1\uff1aData Analyst Associate\uff082021 \u5e74\uff09<\/li>\n\n\n\n<li>\u963f\u91cc\u4e91\u8ba4\u8bc1\uff1a\u5927\u6570\u636e\u5206\u6790\u5e08\uff082020 \u5e74\uff09<\/li>\n\n\n\n<li>Tableau Desktop Certified Professional\uff082019 \u5e74\uff09<\/li>\n\n\n\n<li>\u9879\u76ee\u7ba1\u7406\u4e13\u4e1a\u4eba\u58eb\uff08PMP\uff09\u8ba4\u8bc1\uff082018 \u5e74\uff09<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u8363\u8a89\uff1a\n<ul class=\"wp-block-list\">\n<li>\u963f\u91cc\u5df4\u5df4\u96c6\u56e2 &#8220;\u5e74\u5ea6\u4f18\u79c0\u5458\u5de5&#8221;\uff082021 \u5e74\u30012022 \u5e74\uff09<\/li>\n\n\n\n<li>\u817e\u8baf\u79d1\u6280 &#8220;\u660e\u661f\u5458\u5de5&#8221;\uff082018 \u5e74\uff09<\/li>\n\n\n\n<li>\u767e\u5ea6 &#8220;\u6700\u4f73\u65b0\u4eba\u5956&#8221;\uff082014 \u5e74\uff09<\/li>\n\n\n\n<li>\u4e2d\u56fd\u6570\u636e\u5206\u6790\u884c\u4e1a &#8220;\u5e74\u5ea6\u6770\u51fa\u5206\u6790\u5e08&#8221;\uff082020 \u5e74\uff09<\/li>\n\n\n\n<li>\u56fd\u9645\u6570\u636e\u79d1\u5b66\u7ade\u8d5b &#8220;\u6700\u4f73\u5e94\u7528\u5956&#8221;\uff082019 \u5e74\uff09<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u57f9\u8bad\u7ecf\u5386<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>2023.09 \u65af\u5766\u798f\u5927\u5b66 &#8220;\u673a\u5668\u5b66\u4e60\u8fdb\u9636&#8221; \u8bfe\u7a0b\uff08\u7ebf\u4e0a\uff09<\/li>\n\n\n\n<li>2022.06 \u9ebb\u7701\u7406\u5de5\u5b66\u9662 &#8220;\u6570\u636e\u79d1\u5b66\u4e0e\u5546\u4e1a\u5206\u6790&#8221; \u7814\u4fee\u73ed\uff08\u5317\u4eac\uff09<\/li>\n\n\n\n<li>2021.03 \u963f\u91cc\u5df4\u5df4 &#8220;\u9ad8\u7ea7\u6570\u636e\u5206\u6790\u5b9e\u6218&#8221; \u57f9\u8bad\uff08\u676d\u5dde\uff09<\/li>\n\n\n\n<li>2020.11 \u8c37\u6b4c &#8220;\u6570\u636e\u9a71\u52a8\u51b3\u7b56&#8221; \u8ba4\u8bc1\u8bfe\u7a0b\uff08\u7ebf\u4e0a\uff09<\/li>\n\n\n\n<li>2019.05 \u9ea6\u80af\u9521 &#8220;\u5546\u4e1a\u5206\u6790\u65b9\u6cd5\u8bba&#8221; \u57f9\u8bad\uff08\u4e0a\u6d77\uff09<\/li>\n\n\n\n<li>2018.09 \u5927\u6570\u636e\u5904\u7406\u6280\u672f\u9ad8\u7ea7\u7814\u4fee\u73ed\uff08\u6df1\u5733\uff09<\/li>\n\n\n\n<li>2017.06 \u6570\u636e\u5206\u6790\u56e2\u961f\u7ba1\u7406\u57f9\u8bad\uff08\u5317\u4eac\uff09<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u53d1\u8868\u6587\u7ae0\u4e0e\u5206\u4eab<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u53d1\u8868\u6587\u7ae0\uff1a\n<ul class=\"wp-block-list\">\n<li>\u300a\u5927\u6570\u636e\u65f6\u4ee3\u4e0b\u7684\u7528\u6237\u589e\u957f\u5206\u6790\u300b\u53d1\u8868\u4e8e\u300a\u6570\u636e\u5206\u6790\u4e0e\u77e5\u8bc6\u53d1\u73b0\u300b\u671f\u520a\uff082022 \u5e74\uff09<\/li>\n\n\n\n<li>\u300a\u673a\u5668\u5b66\u4e60\u5728\u7535\u5546\u63a8\u8350\u7cfb\u7edf\u4e2d\u7684\u5e94\u7528\u300b\u53d1\u8868\u4e8e\u300a\u8ba1\u7b97\u673a\u5e94\u7528\u300b\u671f\u520a\uff082020 \u5e74\uff09<\/li>\n\n\n\n<li>\u300a\u6570\u636e\u9a71\u52a8\u7684\u4ea7\u54c1\u51b3\u7b56\u65b9\u6cd5\u8bba\u300b\u6536\u5f55\u4e8e\u300a\u4ea7\u54c1\u7ecf\u7406\u624b\u518c\u300b\uff082019 \u5e74\uff09<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u884c\u4e1a\u5206\u4eab\uff1a\n<ul class=\"wp-block-list\">\n<li>2023 \u5e74\u4e2d\u56fd\u6570\u636e\u5206\u6790\u5cf0\u4f1a\u6f14\u8bb2\u5609\u5bbe\uff0c\u5206\u4eab\u300a\u6570\u636e\u5206\u6790\u5e08\u7684\u80fd\u529b\u6a21\u578b\u300b<\/li>\n\n\n\n<li>2022 \u5e74\u963f\u91cc\u4e91\u5f00\u53d1\u8005\u5927\u4f1a\u6f14\u8bb2\u5609\u5bbe\uff0c\u4e3b\u9898\u300a\u5927\u89c4\u6a21\u6570\u636e\u5904\u7406\u5b9e\u8df5\u300b<\/li>\n\n\n\n<li>2021 \u5e74\u817e\u8baf\u5168\u7403\u6570\u5b57\u751f\u6001\u5927\u4f1a\u5206\u4eab\u300a\u6570\u636e\u9a71\u52a8\u7684\u4e1a\u52a1\u589e\u957f\u300b<\/li>\n\n\n\n<li>2020 \u5e74 Tableau \u7528\u6237\u5927\u4f1a\u6848\u4f8b\u5206\u4eab\u300a\u4f01\u4e1a\u7ea7\u53ef\u89c6\u5316\u5206\u6790\u5e73\u53f0\u5efa\u8bbe\u300b<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u81ea\u6211\u8bc4\u4ef7<\/h2>\n\n\n\n<p>\u4f5c\u4e3a\u4e00\u540d\u62e5\u6709 12 \u5e74\u6570\u636e\u5206\u6790\u7ecf\u9a8c\u7684\u6570\u636e\u5206\u6790\u5e08\uff0c\u6211\u59cb\u7ec8\u79c9\u6301 &#8220;\u7528\u6570\u636e\u8bf4\u8bdd\uff0c\u4e3a\u4e1a\u52a1\u521b\u9020\u4ef7\u503c&#8221; \u7684\u7406\u5ff5\uff0c\u5728\u7535\u5546\u3001\u793e\u4ea4\u3001\u641c\u7d22\u3001\u54a8\u8be2\u7b49\u591a\u4e2a\u9886\u57df\u79ef\u7d2f\u4e86\u4e30\u5bcc\u7684\u5b9e\u6218\u7ecf\u9a8c\u3002<\/p>\n\n\n\n<p>\u6211\u64c5\u957f\u5c06\u590d\u6742\u7684\u4e1a\u52a1\u95ee\u9898\u8f6c\u5316\u4e3a\u6e05\u6670\u7684\u6570\u636e\u5206\u6790\u6846\u67b6\uff0c\u901a\u8fc7\u79d1\u5b66\u7684\u5206\u6790\u65b9\u6cd5\u4e0e\u5148\u8fdb\u7684\u5de5\u5177\u6280\u672f\uff0c\u6316\u6398\u6570\u636e\u80cc\u540e\u7684\u5546\u4e1a\u6d1e\u5bdf\uff0c\u5e76\u8f6c\u5316\u4e3a\u53ef\u6267\u884c\u7684\u4e1a\u52a1\u7b56\u7565\u3002\u6211\u575a\u4fe1\u6570\u636e\u5206\u6790\u7684\u4ef7\u503c\u4e0d\u4ec5\u5728\u4e8e\u53d1\u73b0\u95ee\u9898\uff0c\u66f4\u5728\u4e8e\u89e3\u51b3\u95ee\u9898\uff0c\u63a8\u52a8\u4e1a\u52a1\u589e\u957f\u3002<\/p>\n\n\n\n<p>\u5728\u56e2\u961f\u534f\u4f5c\u4e2d\uff0c\u6211\u6ce8\u91cd\u6c9f\u901a\u4e0e\u534f\u4f5c\uff0c\u80fd\u4e0e\u4ea7\u54c1\u3001\u6280\u672f\u3001\u8fd0\u8425\u7b49\u4e0d\u540c\u80cc\u666f\u7684\u56e2\u961f\u6210\u5458\u6709\u6548\u914d\u5408\uff0c\u63a8\u52a8\u6570\u636e\u5206\u6790\u6210\u679c\u843d\u5730\u3002\u4f5c\u4e3a\u56e2\u961f\u7ba1\u7406\u8005\uff0c\u6211\u5584\u4e8e\u57f9\u517b\u6570\u636e\u5206\u6790\u4eba\u624d\uff0c\u6253\u9020\u9ad8\u6548\u534f\u4f5c\u7684\u5206\u6790\u56e2\u961f\uff0c\u66fe\u5e26\u9886\u56e2\u961f\u591a\u6b21\u83b7\u5f97\u516c\u53f8\u7ea7\u5956\u9879\u3002<\/p>\n\n\n\n<p>\u672a\u6765\uff0c\u6211\u5e0c\u671b\u80fd\u5728\u66f4\u5e7f\u9614\u7684\u5e73\u53f0\u4e0a\uff0c\u8fd0\u7528\u6211\u7684\u6570\u636e\u5206\u6790\u7ecf\u9a8c\u4e0e\u6280\u80fd\uff0c\u4e3a\u4f01\u4e1a\u51b3\u7b56\u63d0\u4f9b\u66f4\u7cbe\u51c6\u7684\u6570\u636e\u652f\u6301\uff0c\u9a71\u52a8\u4e1a\u52a1\u6301\u7eed\u589e\u957f\uff0c\u540c\u65f6\u4e0d\u65ad\u5b66\u4e60\u524d\u6cbf\u7684\u6570\u636e\u5206\u6790\u6280\u672f\uff0c\u63d0\u5347\u81ea\u8eab\u4e13\u4e1a\u80fd\u529b\uff0c\u4e0e\u4f01\u4e1a\u5171\u540c\u6210\u957f\u3002<\/p>\n\n\n\n<h2 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