{"id":142,"date":"2026-08-31T17:48:14","date_gmt":"2026-08-31T09:48:14","guid":{"rendered":"http:\/\/www.yuandengbc.com\/?p=142"},"modified":"2026-08-11T17:48:30","modified_gmt":"2026-08-11T09:48:30","slug":"%e5%95%86%e5%8a%a1%e6%95%b0%e6%8d%ae%e5%88%86%e6%9e%90%e7%9a%84%e6%96%b9%e6%b3%95%e8%ae%ba%e4%b8%8e%e5%b7%a5%e5%85%b7","status":"publish","type":"post","link":"http:\/\/www.yuandengbc.com\/?p=142","title":{"rendered":"\u5546\u52a1\u6570\u636e\u5206\u6790\u7684\u65b9\u6cd5\u8bba\u4e0e\u5de5\u5177"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u5546\u52a1\u6570\u636e\u5206\u6790\u7684\u65b9\u6cd5\u8bba\u4e0e\u5de5\u5177<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6807\u9898\uff1a\u6570\u636e\u70bc\u91d1\u2014\u2014\u5546\u52a1\u6570\u636e\u5206\u6790\u7684\u65b9\u6cd5\u8bba\u3001\u5de5\u5177\u4e0e\u5b9e\u6218<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5546\u52a1\u6570\u636e\u5206\u6790\u662f\u4f01\u4e1a\u505a\u51fa\u79d1\u5b66\u51b3\u7b56\u7684\u57fa\u7840\u3002\u4ece&#8221;\u6570\u636e&#8221;\u5230&#8221;\u6d1e\u5bdf&#8221;\u518d\u5230&#8221;\u884c\u52a8&#8221;\uff0c\u6570\u636e\u5206\u6790\u7684\u4ef7\u503c\u94fe\u8d2f\u7a7f\u4f01\u4e1a\u8fd0\u8425\u7684\u65b9\u65b9\u9762\u9762\u3002\u638c\u63e1\u6570\u636e\u5206\u6790\u7684\u65b9\u6cd5\u8bba\u548c\u5de5\u5177\uff0c\u5df2\u6210\u4e3a\u5546\u52a1\u4eba\u58eb\u7684\u6838\u5fc3\u7ade\u4e89\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5546\u52a1\u6570\u636e\u5206\u6790\u7684\u65b9\u6cd5\u8bba\u53ef\u4ee5\u6982\u62ec\u4e3a&#8221;\u4e94\u6b65\u6cd5&#8221;\uff1a\u5b9a\u4e49\u95ee\u9898\uff08\u660e\u786e\u5206\u6790\u76ee\u6807\u548c\u4e1a\u52a1\u95ee\u9898\uff09\u3001\u6570\u636e\u91c7\u96c6\uff08\u83b7\u53d6\u76f8\u5173\u6570\u636e\uff09\u3001\u6570\u636e\u6e05\u6d17\uff08\u5904\u7406\u7f3a\u5931\u503c\u3001\u5f02\u5e38\u503c\u3001\u91cd\u590d\u6570\u636e\uff09\u3001\u6570\u636e\u5206\u6790\uff08\u8fd0\u7528\u7edf\u8ba1\u65b9\u6cd5\u548c\u7b97\u6cd5\u6a21\u578b\uff09\u3001\u7ed3\u679c\u5448\u73b0\uff08\u7528\u53ef\u89c6\u5316\u65b9\u5f0f\u5448\u73b0\u6d1e\u5bdf\u548c\u5efa\u8bae\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6570\u636e\u5206\u6790\u7684\u601d\u7ef4\u6846\u67b6\u5305\u62ec\uff1a\u63cf\u8ff0\u6027\u5206\u6790\uff08\u53d1\u751f\u4e86\u4ec0\u4e48\uff1f\uff09\u3001\u8bca\u65ad\u6027\u5206\u6790\uff08\u4e3a\u4ec0\u4e48\u53d1\u751f\uff1f\uff09\u3001\u9884\u6d4b\u6027\u5206\u6790\uff08\u5c06\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f\uff09\u3001\u89c4\u8303\u6027\u5206\u6790\uff08\u5e94\u8be5\u600e\u4e48\u505a\uff1f\uff09\u3002\u4ece\u63cf\u8ff0\u5230\u89c4\u8303\uff0c\u5206\u6790\u7684\u4ef7\u503c\u9010\u7ea7\u63d0\u5347\uff0c\u96be\u5ea6\u4e5f\u9010\u7ea7\u589e\u52a0\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5546\u52a1\u6570\u636e\u5206\u6790\u7684\u5e38\u7528\u5de5\u5177\u5305\u62ec\uff1aExcel\uff08\u5165\u95e8\u7ea7\uff0c\u9002\u5408\u5c0f\u89c4\u6a21\u6570\u636e\u7684\u57fa\u7840\u5206\u6790\uff09\u3001SQL\uff08\u6570\u636e\u67e5\u8be2\u548c\u63d0\u53d6\u7684\u5fc5\u5907\u6280\u80fd\uff09\u3001Python\uff08\u6570\u636e\u5206\u6790\u7684&#8221;\u745e\u58eb\u519b\u5200&#8221;\uff0cPandas\u3001NumPy\u3001Matplotlib\u3001Scikit-learn\u7b49\u5e93\u529f\u80fd\u5f3a\u5927\uff09\u3001Tableau\/Power BI\uff08\u6570\u636e\u53ef\u89c6\u5316\u5de5\u5177\uff0c\u62d6\u62fd\u5f0f\u64cd\u4f5c\uff0c\u9002\u5408\u4e1a\u52a1\u4eba\u5458\uff09\u3001R\u8bed\u8a00\uff08\u7edf\u8ba1\u5206\u6790\u4e13\u4e1a\u5de5\u5177\uff0c\u9002\u5408\u5b66\u672f\u7814\u7a76\u548c\u590d\u6742\u7edf\u8ba1\u6a21\u578b\uff09\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"470\" src=\"http:\/\/www.yuandengbc.com\/wp-content\/uploads\/2026\/08\/image-7-1024x470.png\" alt=\"\" class=\"wp-image-143\" srcset=\"http:\/\/www.yuandengbc.com\/wp-content\/uploads\/2026\/08\/image-7-1024x470.png 1024w, http:\/\/www.yuandengbc.com\/wp-content\/uploads\/2026\/08\/image-7-300x138.png 300w, http:\/\/www.yuandengbc.com\/wp-content\/uploads\/2026\/08\/image-7-768x352.png 768w, http:\/\/www.yuandengbc.com\/wp-content\/uploads\/2026\/08\/image-7.png 1265w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5546\u52a1\u6570\u636e\u5206\u6790\u7684\u5e38\u89c1\u573a\u666f\u5305\u62ec\uff1a\u7528\u6237\u884c\u4e3a\u5206\u6790\uff08\u7528\u6237\u7559\u5b58\u3001\u8f6c\u5316\u6f0f\u6597\u3001\u7528\u6237\u5206\u7fa4\uff09\u3001\u9500\u552e\u5206\u6790\uff08\u9500\u552e\u8d8b\u52bf\u3001\u533a\u57df\u5206\u5e03\u3001\u4ea7\u54c1\u8868\u73b0\uff09\u3001\u8425\u9500\u6548\u679c\u5206\u6790\uff08\u6e20\u9053ROI\u3001\u6d3b\u52a8\u6548\u679c\u3001\u5f52\u56e0\u5206\u6790\uff09\u3001\u4f9b\u5e94\u94fe\u5206\u6790\uff08\u5e93\u5b58\u5468\u8f6c\u3001\u7269\u6d41\u6548\u7387\u3001\u4f9b\u5e94\u5546\u7ee9\u6548\uff09\u3001\u8d22\u52a1\u5206\u6790\uff08\u6536\u5165\u7ed3\u6784\u3001\u6210\u672c\u5206\u6790\u3001\u76c8\u5229\u9884\u6d4b\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6570\u636e\u5206\u6790\u7684\u5e38\u89c1\u9677\u9631\u5305\u62ec\uff1a\u5e78\u5b58\u8005\u504f\u5dee\uff08\u53ea\u770b\u5230\u6210\u529f\u6848\u4f8b\uff0c\u5ffd\u7565\u5931\u8d25\u6848\u4f8b\uff09\u3001\u76f8\u5173\u4e0d\u7b49\u4e8e\u56e0\u679c\uff08\u4e24\u4e2a\u6307\u6807\u76f8\u5173\u4e0d\u4ee3\u8868\u6709\u56e0\u679c\u5173\u7cfb\uff09\u3001\u8fc7\u5ea6\u62df\u5408\uff08\u6a21\u578b\u5728\u8bad\u7ec3\u6570\u636e\u4e0a\u8868\u73b0\u597d\u4f46\u5728\u65b0\u6570\u636e\u4e0a\u8868\u73b0\u5dee\uff09\u3001\u6570\u636e\u8d28\u91cf\u5dee\uff08\u5783\u573e\u8fdb\u3001\u5783\u573e\u51fa\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6570\u636e\u5206\u6790\u7684&#8221;\u9ec4\u91d1\u6cd5\u5219&#8221;\uff1a\u59cb\u7ec8\u4ece\u4e1a\u52a1\u95ee\u9898\u51fa\u53d1\uff0c\u800c\u975e\u4ece\u6570\u636e\u51fa\u53d1\uff1b\u7528\u7b80\u5355\u7684\u65b9\u6cd5\u89e3\u51b3\u590d\u6742\u7684\u95ee\u9898\uff08\u5965\u5361\u59c6\u5243\u5200\u539f\u5219\uff09\uff1b\u6570\u636e\u662f\u51b3\u7b56\u7684\u53c2\u8003\u800c\u975e\u51b3\u7b56\u672c\u8eab\uff08\u6570\u636e+\u5224\u65ad=\u6700\u4f73\u51b3\u7b56\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672a\u6765\uff0cAI\u8f85\u52a9\u6570\u636e\u5206\u6790\u5c06\u8d8a\u6765\u8d8a\u666e\u53ca\u3002\u81ea\u7136\u8bed\u8a00\u67e5\u8be2\uff08NLQ\uff09\u8ba9\u4e1a\u52a1\u4eba\u5458\u53ef\u4ee5\u7528\u81ea\u7136\u8bed\u8a00\u63d0\u95ee\u83b7\u53d6\u6570\u636e\uff1b\u81ea\u52a8\u673a\u5668\u5b66\u4e60\uff08AutoML\uff09\u8ba9\u975e\u6280\u672f\u4eba\u5458\u4e5f\u80fd\u6784\u5efa\u9884\u6d4b\u6a21\u578b\uff1b\u6570\u636e\u6545\u4e8b\u5316\uff08Data Storytelling\uff09\u8ba9\u5206\u6790\u7ed3\u679c\u66f4\u5bb9\u6613\u88ab\u7406\u89e3\u548c\u4f20\u64ad\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5546\u52a1\u6570\u636e\u5206\u6790\u7684\u65b9\u6cd5\u8bba\u4e0e\u5de5\u5177 \u6807\u9898\uff1a\u6570\u636e\u70bc\u91d1\u2014\u2014\u5546\u52a1\u6570\u636e\u5206\u6790\u7684\u65b9\u6cd5\u8bba\u3001\u5de5\u5177\u4e0e\u5b9e\u6218 \u5546\u52a1\u6570\u636e\u5206\u6790\u662f\u4f01\u4e1a\u505a\u51fa\u79d1\u5b66\u51b3\u7b56&hellip; <a class=\"more-link\" href=\"http:\/\/www.yuandengbc.com\/?p=142\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">\u5546\u52a1\u6570\u636e\u5206\u6790\u7684\u65b9\u6cd5\u8bba\u4e0e\u5de5\u5177<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-142","post","type-post","status-publish","format-standard","hentry","category-gsxw","entry"],"_links":{"self":[{"href":"http:\/\/www.yuandengbc.com\/index.php?rest_route=\/wp\/v2\/posts\/142","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.yuandengbc.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.yuandengbc.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.yuandengbc.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.yuandengbc.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=142"}],"version-history":[{"count":1,"href":"http:\/\/www.yuandengbc.com\/index.php?rest_route=\/wp\/v2\/posts\/142\/revisions"}],"predecessor-version":[{"id":144,"href":"http:\/\/www.yuandengbc.com\/index.php?rest_route=\/wp\/v2\/posts\/142\/revisions\/144"}],"wp:attachment":[{"href":"http:\/\/www.yuandengbc.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=142"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.yuandengbc.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=142"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.yuandengbc.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=142"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}