{"id":19077,"date":"2021-08-04T13:58:50","date_gmt":"2021-08-04T05:58:50","guid":{"rendered":"https:\/\/blog.tibame.com\/?p=19077"},"modified":"2021-08-16T11:07:20","modified_gmt":"2021-08-16T03:07:20","slug":"%e3%80%90ai60%e5%95%8f%e3%80%91q44%e4%bb%80%e9%ba%bc%e6%98%af%e8%b3%87%e6%96%99%e8%a6%96%e8%a6%ba%e5%8c%96%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/blog.tibame.com\/?p=19077","title":{"rendered":"\u3010AI60\u554f\u3011Q44\u4ec0\u9ebc\u662f\u8cc7\u6599\u8996\u89ba\u5316\uff1f"},"content":{"rendered":"\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u5167\u5bb9\u76ee\u9304<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u986f\u793a\/\u96b1\u85cf\u5167\u5bb9\u76ee\u9304\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/blog.tibame.com\/?p=19077\/#%E4%B8%80%E3%80%81%E4%BB%80%E9%BA%BC%E6%98%AF%E8%B3%87%E6%96%99%E8%A6%96%E8%A6%BA%E5%8C%96\" >\u4e00\u3001\u4ec0\u9ebc\u662f\u8cc7\u6599\u8996\u89ba\u5316<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/blog.tibame.com\/?p=19077\/#%E4%BA%8C%E3%80%81%E5%A6%82%E4%BD%95%E5%AF%A6%E7%8F%BE%E8%B3%87%E6%96%99%E8%A6%96%E8%A6%BA%E5%8C%96\" >\u4e8c\u3001\u5982\u4f55\u5be6\u73fe\u8cc7\u6599\u8996\u89ba\u5316<\/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=19077\/#%E4%B8%89%E3%80%81%E5%B8%B8%E7%94%A8%E7%9A%84%E8%B3%87%E6%96%99%E8%A6%96%E8%A6%BA%E5%8C%96%E5%B7%A5%E5%85%B7\" >\u4e09\u3001\u5e38\u7528\u7684\u8cc7\u6599\u8996\u89ba\u5316\u5de5\u5177<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%80%E3%80%81%E4%BB%80%E9%BA%BC%E6%98%AF%E8%B3%87%E6%96%99%E8%A6%96%E8%A6%BA%E5%8C%96\"><\/span>\u4e00\u3001\u4ec0\u9ebc\u662f\u8cc7\u6599\u8996\u89ba\u5316<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u8cc7\u6599\u8996\u89ba\u5316 Data visualization\uff0c\u6d89\u53ca\u5230\u8cc7\u6599\u7684\u8996\u89ba\u5316\u8868\u793a\u7684\u5efa\u7acb\u548c\u7814\u7a76\uff0c\u70ba\u4e86\u6e05\u695a\u6709\u6548\u4f86\u50b3\u905e\u8cc7\u8a0a\uff0c\u8cc7\u6599\u8996\u89ba\u5316\u4f7f\u6703\u4f7f\u7528\u7d71\u8a08\u5716\u5f62\u3001\u5716\u8868\u3001\u8cc7\u8a0a\u5716\u8868\u548c\u5176\u4ed6\u5de5\u5177\u3002\u53ef\u4ee5\u4f7f\u7528\u9ede\u3001\u7dda\u6216\u5c0d\u6578\u5b57\u8cc7\u6599\u9032\u884c\u7de8\u78bc\uff0c\u597d\u8b93\u8996\u89ba\u4e0a\u50b3\u9054\u5b9a\u91cf\u7684\u8cc7\u8a0a\uff0c\u800c\u6709\u6548\u7684\u8996\u89ba\u5316\u53ef\u4ee5\u5e6b\u52a9\u4f7f\u7528\u8005\u5206\u6790\u548c\u63a8\u7406\u8cc7\u6599\u548c\u8b49\u64da\uff0c\u4e5f\u8b93\u8907\u96dc\u7684\u8cc7\u6599\u66f4\u5bb9\u6613\u7406\u89e3\u548c\u4f7f\u7528\u3002<\/p>\n\n\n\n<p>\u8996\u89ba\u5316\u7684\u4e09\u500b\u4e3b\u8981\u5b78\u79d1\u5206\u652f\uff1a\u79d1\u5b78\u8996\u89ba\u5316\u3001 \u8cc7\u8a0a\u8996\u89ba\u5316\u548c\u53ef\u8996\u5206\u6790\u5b78\uff0c\u800c\u5c07\u9019\u4e09\u500b\u5206\u652f\u6574\u5408\u5728\u4e00\u8d77\u5f62\u6210\u65b0\u5b78\u79d1\u300c\u8cc7\u6599\u8996\u89ba\u5316\u300d\uff0c\u9019\u662f\u8996\u89ba\u5316\u7814\u7a76\u9818\u57df\u7684\u65b0\u8d77\u9ede\u3002\u5ee3\u7fa9\u7684\u8cc7\u6599\u8996\u89ba\u5316\u6d89\u53ca\uff1a\u8cc7\u8a0a\u6280\u8853\u3001\u81ea\u7136\u79d1\u5b78\u3001\u7d71\u8a08\u5206\u6790\u3001\u5716\u5f62\u5b78\u3001\u4ea4\u4e92\u3001\u5730\u7406\u8cc7\u8a0a&#8230;\u7b49\u591a\u7a2e\u5b78\u79d1\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u5c07\u4ecb\u7d39\u4e09\u500b\u4e3b\u8981\u5b78\u79d1\u5206\u652f\u3001\u5982\u4f55\u5be6\u73fe\u8cc7\u6599\u8996\u89ba\u5316\u3001\u53ca10\u500b\u5e38\u7528\u7684\u8cc7\u6599\u8996\u89ba\u5316\u5de5\u5177\u3002<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">1\u3001\u79d1\u5b78\u8996\u89ba\u5316<\/h4>\n\n\n\n<p>\u79d1\u5b78\u8996\u89ba\u5316\u662f\u79d1\u5b78\u4e4b\u4e2d\u7684\u4e00\u500b\u8de8\u5b78\u79d1\u7814\u7a76\u8207\u61c9\u7528\u9818\u57df\uff0c\u4e3b\u8981\u95dc\u6ce8\u4e09\u7dad\u73fe\u8c61\u7684\u8996\u89ba\u5316\uff0c\u5982\uff1a\u5efa\u7bc9\u5b78\u3001\u6c23\u8c61\u5b78\u3001\u91ab\u5b78\u6216\u751f\u7269\u5b78\u65b9\u9762\u7684\u5404\u7a2e\u7cfb\u7d71\uff0c\u91cd\u9ede\u5728\u65bc\u5c0d\u9ad4\u3001\u9762\u53ca\u5149\u6e90&#8230;\u7b49\u7b49\u7684\u903c\u771f\u6e32\u67d3\u3002<\/p>\n\n\n\n<p>\u76ee\u7684\u662f\u4ee5\u5716\u5f62\u65b9\u5f0f\u8aaa\u660e\u79d1\u5b78\u8cc7\u6599\uff0c\u8b93\u79d1\u5b78\u5bb6\u80fd\u5920\u5f9e\u8cc7\u6599\u4e2d\u7406\u89e3\u3001\u8aaa\u660e\u548c\u8490\u96c6\u898f\u5f8b\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"417\" height=\"372\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/06\/image-7.png\" alt=\"\" class=\"wp-image-19078\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-7.png 417w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-7-300x268.png 300w\" sizes=\"(max-width: 417px) 100vw, 417px\" \/><figcaption><strong> \u571644-1 \u79d1\u5b78\u8996\u89ba\u5316 <\/strong><\/figcaption><\/figure><\/div>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>2<\/strong><strong>\u3001\u8cc7\u8a0a\u8996\u89ba\u5316<\/strong><\/h4>\n\n\n\n<p>\u8cc7\u8a0a\u8996\u89ba\u5316\u662f\u7814\u7a76\u62bd\u8c61\u8cc7\u6599\u7684\u4e92\u52d5\u5f0f\u8996\u89ba\u8868\u793a\u4ee5\u52a0\u5f37\u4eba\u985e\u8a8d\u77e5\u3002<\/p>\n\n\n\n<p>\u62bd\u8c61\u8cc7\u6599\u6709\u6578\u4f4d\u548c\u975e\u6578\u4f4d\u8cc7\u6599\uff0c\u5982\u5730\u7406\u8cc7\u8a0a\u8207\u6587\u672c\u3002\u800c\u67f1\u72c0\u5716\u3001\u8da8\u52e2\u5716\u3001\u6d41\u7a0b\u5716\u3001\u6a39\u72c0\u5716&#8230;\u7b49\uff0c\u90fd\u5c6c\u65bc\u8cc7\u8a0a\u8996\u89ba\u5316\uff0c\u9019\u4e9b\u5716\u5f62\u7684\u8a2d\u8a08\uff0c\u90fd\u5c07\u62bd\u8c61\u7684\u6982\u5ff5\u8f49\u5316\u6210\u70ba\u8996\u89ba\u5316\u8cc7\u8a0a\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"416\" height=\"312\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/06\/image-9.png\" alt=\"\" class=\"wp-image-19079\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-9.png 416w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-9-300x225.png 300w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-9-320x240.png 320w\" sizes=\"(max-width: 416px) 100vw, 416px\" \/><figcaption><strong> \u571644-2 \u8cc7\u8a0a\u8996\u89ba\u5316 <\/strong><\/figcaption><\/figure><\/div>\n\n\n\n<pre class=\"wp-block-verse\"><strong>*\u8cc7\u6599\u8996\u89ba\u5316\u8f14\u52a9\u5de5\u5177<\/strong><br \/>\u4e3b\u8981\u900f\u904e\u7a0b\u5f0f\u8a2d\u8a08\u548c\u975e\u7a0b\u5f0f\u8a2d\u8a08\u5169\u985e\u5de5\u5177\u4f86\u5b8c\u6210<br \/><br \/>Excel\uff1a\u53ef\u4ee5\u9032\u884c\u5404\u7a2e\u8cc7\u6599\u8655\u7406\u3001\u7d71\u8a08\u5206\u6790\u3001\u8f14\u52a9\u6c7a\u7b56\u64cd\u4f5c\uff0c\u5b83\u662f\u5e38\u7528\u7684\u8cc7\u6599\u8655\u7406\u548c\u5c55\u73fe\u5de5\u5177\u3002<br \/>\u5b83\u81ea\u5e36\u6578\u64da\u5206\u6790\u529f\u80fd\uff0c\u53ef\u4ee5\u5b8c\u6210\u90e8\u5206\u5c08\u696d\u7d71\u8a08\u8edf\u9ad4(R\u3001SPSS\u3001SAS\u3001Matlab)\u7684\u6578\u64da\u5206\u6790\u5de5\u4f5c\u3002<br \/><br \/>BI\u5de5\u5177\uff1aBI\u662f\u901a\u904e\u6536\u96c6\u8cc7\u6599\u4f86\u5f71\u97ff\u696d\u52d9\u6c7a\u7b56\u7684\u505a\u6cd5\uff0c<br \/>\u9019\u5e7e\u5e74\u8a31\u591aBI\u5de5\u5177\u8208\u8d77\uff0c\u50cf\u662f\uff1aPowerBI\u3001Qilkview\u90fd\u5f37\u8abf\u8996\u89ba\u5316\u3002<br \/><br \/>Python\uff1a\u5b83\u5728\u8996\u89ba\u5316\u7684\u5de5\u5177\u4e2d\uff0c\u6709\u5f88\u591a\u512a\u79c0\u7684\u7b2c\u4e09\u65b9\u5eab\uff0c<br \/>\u5982\uff1aMatplotlib\uff0cSeaborn\u3001Plotly\u3001Boken\u3001Pyecharts\u2026\u7b49\u3002<br \/><br \/>\uff08\u8a73\u60c5\u53ef\u53c3\u8003<a href=\"https:\/\/blog.wiedu.tw\/?p=17880\">Q15\u5b78\u7fd2\u8cc7\u6599\u5206\u6790\u5fc5\u5099\u76849\u5927\u6280\u80fd\uff1f<\/a>\uff09<\/pre>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">3\u3001\u53ef\u8996\u5206\u6790\u5b78<\/h4>\n\n\n\n<p>\u662f\u96a8\u8457\u79d1\u5b78\u8996\u89ba\u5316\u548c\u8cc7\u8a0a\u8996\u89ba\u5316\u767c\u5c55\u800c\u6210\u7684\u65b0\u9818\u57df\uff0c\u4e3b\u8981\u662f\u900f\u904e\u4e92\u52d5\u5f0f\u8996\u89ba\u4ecb\u9762\u9032\u884c\u5206\u6790\u63a8\u7406\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"508\" height=\"272\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/06\/image-10.png\" alt=\"\" class=\"wp-image-19080\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-10.png 508w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-10-300x161.png 300w\" sizes=\"(max-width: 508px) 100vw, 508px\" \/><figcaption><strong> \u571644-3 \u53ef\u8996\u5206\u6790\u5b78 <\/strong><\/figcaption><\/figure><\/div>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BA%8C%E3%80%81%E5%A6%82%E4%BD%95%E5%AF%A6%E7%8F%BE%E8%B3%87%E6%96%99%E8%A6%96%E8%A6%BA%E5%8C%96\"><\/span>\u4e8c\u3001\u5982\u4f55\u5be6\u73fe\u8cc7\u6599\u8996\u89ba\u5316<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u5728\u6280\u8853\u4e0a\uff0c\u8cc7\u6599\u8996\u89ba\u5316\u6700\u7c21\u55ae\u7684\u7406\u89e3\uff0c\u5c31\u662f\u8cc7\u6599\u7a7a\u9593\u5230\u5716\u5f62\u7a7a\u9593\u7684\u6620\u5c04\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"508\" height=\"338\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/06\/image-11.png\" alt=\"\" class=\"wp-image-19081\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-11.png 508w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-11-300x200.png 300w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-11-263x175.png 263w\" sizes=\"(max-width: 508px) 100vw, 508px\" \/><figcaption><strong> \u571644-4 \u5982\u4f55\u5be6\u73fe\u8cc7\u6599\u8996\u89ba\u5316 <\/strong><\/figcaption><\/figure><\/div>\n\n\n\n<p>\u901a\u5e38\u4e00\u500b\u8996\u89ba\u5316\u5be6\u73fe\u6d41\u7a0b\uff0c\u662f\u5148\u5c0d\u8cc7\u6599\u9032\u884c\u52a0\u5de5\u3001\u904e\u6ffe\uff0c\u8f49\u8b8a\u6210\u8996\u89ba\u53ef\u8868\u9054\u7684\u5f62\u5f0f\uff08Visual Form\uff09\uff0c\u7136\u5f8c\u518d\u8f49\u5316\u6210\u4f7f\u7528\u8005\u53ef\u770b\u898b\u7684\u8996\u5716\uff08View\uff09\u3002<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u8996\u89ba\u5316\u6280\u8853<\/strong><\/h4>\n\n\n\n<p>\u5c08\u696d\u7684\u8cc7\u6599\u8996\u89ba\u5316\u5de5\u7a0b\u5e2b\uff0c\u901a\u5e38\u9700\u8981\u638c\u63e1\u4ee5\u4e0b7\u5927\u6280\u8853\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u57fa\u790e\u6578\u5b78\uff1a\u4e09\u89d2\u51fd\u6578\u3001\u7dda\u6027\u4ee3\u6578\u3001\u5e7e\u4f55\u6f14\u7b97\u6cd5<\/li><li>\u5716\u5f62\u76f8\u95dc\uff1aCANVAS\u3001SVG\u3001WebGL\u3001\u8a08\u7b97\u5716\u5f62\u5b78\u3001\u5716\u8ad6<\/li><li>\u5de5\u7a0b\u6f14\u7b97\u6cd5\uff1a\u57fa\u790e\u6f14\u7b97\u6cd5\u3001\u7d71\u8a08\u6f14\u7b97\u6cd5\u3001\u5e38\u7528\u7684\u4f48\u5c40\u6f14\u7b97\u6cd5<\/li><li>\u8cc7\u6599\u5206\u6790\uff1a\u8cc7\u6599\u6e05\u6d17\u3001\u7d71\u8a08\u5b78\u3001\u8cc7\u6599\u5efa\u6a21<\/li><li>\u8a2d\u8a08\u7f8e\u5b78\uff1a\u8a2d\u8a08\u539f\u5247\u3001\u7f8e\u5b78\u8a55\u5224\u3001\u984f\u8272\u3001\u4ea4\u4e92\u3001\u8a8d\u77e5<\/li><li>\u8996\u89ba\u5316\u57fa\u790e\uff1a\u8996\u89ba\u5316\u7de8\u78bc\u3001\u53ef\u8996\u5206\u6790\u3001\u5716\u5f62\u4ea4\u4e92<\/li><li>\u8996\u89ba\u5316\u89e3\u6c7a\u65b9\u6848\uff1a\u5716\u8868\u7684\u6b63\u78ba\u4f7f\u7528\u3001\u5e38\u898b\u7684\u696d\u52d9\u8996\u89ba\u5316\u5834\u666f<\/li><\/ul>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%89%E3%80%81%E5%B8%B8%E7%94%A8%E7%9A%84%E8%B3%87%E6%96%99%E8%A6%96%E8%A6%BA%E5%8C%96%E5%B7%A5%E5%85%B7\"><\/span>\u4e09\u3001\u5e38\u7528\u7684\u8cc7\u6599\u8996\u89ba\u5316\u5de5\u5177<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u4e00\u822c\u4f7f\u7528\u8005\u6703\u4f7f\u7528Excel\uff0c\u5b78\u8853\u754c\u901a\u5e38\u4f7f\u7528Python\u3001R\u8a9e\u8a00\u3001ggplot2\uff0c\u800c\u5546\u696d\u4e0a\u7684\u7522\u54c1\u591a\u4f7f\u7528Tableau\u3001DOMO\u3001 FineBI&#8230;\u7b49\u3002<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">1\u3001FineReport<\/h4>\n\n\n\n<p>FineReport \u662f\u4e00\u500b\u5831\u8868BI\u8edf\u9ad4\uff0c\u662f\u7d14Java\u7de8\u5beb\uff0c\u96c6\u8cc7\u6599\u5c55\u793a\uff08\u5831\u8868\uff09\u548c\u8cc7\u6599\u9304\u5165\uff08\u8868\u55ae\uff09\u529f\u80fd\uff0c\u901a\u5e38\u662f\u4f01\u696d\u7d1a\u7684Web\u5de5\u5177\u3002\u53ea\u9700\u8981\u7c21\u55ae\u62d6\u79fb\u64cd\u4f5c\u4fbf\u53ef\u4ee5\u8a2d\u8a08\u51fa\u8907\u96dc\u7684\u5831\u8868\uff0c\u80fd\u70ba\u5404\u500b\u90e8\u9580\u88fd\u4f5c\u56fa\u5b9a\u5831\u8868\uff0c\u53c8\u80fd\u70ba\u7ba1\u7406\u5c64\u88fd\u4f5cDashboard\u4f86\u63d0\u4f9b\u6c7a\u7b56\u5206\u6790\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u512a\u9ede\uff1a\u5be6\u73fe\u8907\u96dc\u7684\u8868\u683c\u3001\u8c50\u5bcc\u7684\u5716\u8868\u3001\u591a\u6a23\u7684\u8cc7\u6599\u8996\u89ba\u5316\u5834\u666f<\/li><li>\u7f3a\u9ede\uff1a\u81ea\u52a9\u5206\u6790\u8f03\u5f31<\/li><li>\u8a55\u50f9\uff1a\u4e0d\u53ea\u662f\u6230\u60c5\u5ba4\u8edf\u9ad4\uff0c\u672c\u8cea\u662f\u901a\u7528\u7684\u5831\u8868\u88fd\u4f5c\u548c\u8cc7\u6599\u8996\u89ba\u5316\u5de5\u5177\u3002<br \/>\uff08\u5982Excel\u5c0f\u5230\u53ef\u4ee5\u5b58\u5132\u8cc7\u6599\u3001\u88fd\u4f5c\u5716\u8868\uff1b\u5927\u5230\u53ef\u4ee5\u88fd\u4f5c\u8ca1\u52d9\u5831\u8868\u3001\u958b\u767c\u9032\u92b7\u5b58\u7cfb\u7d71\uff09<\/li><\/ul>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"502\" height=\"258\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/06\/image-12.png\" alt=\"\" class=\"wp-image-19082\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-12.png 502w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-12-300x154.png 300w\" sizes=\"(max-width: 502px) 100vw, 502px\" \/><figcaption><strong>  \u571644-5 FineReport <\/strong><\/figcaption><\/figure><\/div>\n\n\n\n<pre class=\"wp-block-verse\">* <a href=\"https:\/\/www.finereport.com\/tw\/products\/trial\">\u514d\u8cbb\u4e0b\u8f09FineReport10.0<\/a><\/pre>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">2\u3001FineBI<\/h4>\n\n\n\n<p>FineBI\u662f\u5546\u696d\u667a\u6167BI\u5de5\u5177\uff0c\u5b83\u8207Tableau\u76f8\u4f3c\uff0c\u90fd\u4e3b\u5f35\u8996\u89ba\u5316\u7684\u63a2\u7d22\u6027\u5206\u6790\uff0c\u6709\u9ede\u50cf\u52a0\u5f37\u7248\u7684\u6a1e\u7d10\u5206\u6790\u8868\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u512a\u9ede\uff1a\u4e0a\u624b\u7c21\u55ae\u3001\u8996\u89ba\u5316\u5eab\u8c50\u5bcc<\/li><li>\u61c9\u7528\uff1a\u8cc7\u6599\u5831\u8868\u7684\u9580\u6236\u3001\u5404\u696d\u52d9\u5206\u6790\u7684\u5e73\u81fa<\/li><li>\u8a55\u50f9\uff1a\u53ef\u4ee5\u505a\u5230\u81ea\u52a9\u5f0f\u5206\u6790\u3001\u5716\u8868\u985e\u578b\u8c50\u5bcc\u3001\u8cc7\u6599\u5206\u6790\u529f\u80fd\u5f37\u5927\uff08\u947d\u53d6\u3001\u7be9\u9078\u3001\u5206\u7d44\uff09<\/li><\/ul>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"480\" height=\"306\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/06\/image-13.png\" alt=\"\" class=\"wp-image-19083\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-13.png 480w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-13-300x191.png 300w\" sizes=\"(max-width: 480px) 100vw, 480px\" \/><figcaption><strong>  \u571644-6  FineBI <\/strong><\/figcaption><\/figure><\/div>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">3\u3001Power BI<\/h4>\n\n\n\n<p>Power BI \u662f\u4e00\u5957\u5546\u696d\u5206\u6790\u5de5\u5177\uff08\u5546\u696d\u667a\u6167BI\u5de5\u5177\uff09\uff0c\u4e3b\u8981\u7528\u65bc\u4f01\u696d\u7684\u8cc7\u6599\u5206\u6790\u8207\u6c7a\u7b56\uff0c\u91dd\u5c0d\u5206\u6790\u8005\u63d0\u51fa\u7684\u554f\u984c\uff0c\u900f\u904e\u8cc7\u6599\u5c0b\u627e\u7b54\u6848\u3002\u53ef\u9023\u7d50\u6578\u767e\u500b\u8cc7\u6599\u4f86\u6e90\u3001\u7c21\u5316\u8cc7\u6599\u6e96\u5099\u4e26\u63d0\u4f9b\u7acb\u5373\u5206\u6790\uff0c\u80fd\u76f4\u63a5\u5728Web\u6216\u884c\u52d5\u8a2d\u5099\u4e0a\u4f7f\u7528\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u512a\u9ede\uff1a\u7f8e\u89c0\u5831\u8868\u3001\u529f\u80fd\u6bd4Excel\u5f37\u5927\u3001\u652f\u6301\u591a\u7a2e\u8cc7\u6599\u4f86\u6e90\u3001\u50f9\u683c\u4fbf\u5b9c<\/li><li>\u7f3a\u9ede\uff1a\u53ea\u80fd\u4f5c\u70ba\u55ae\u7368\u7684BI\u5de5\u5177\u4f7f\u7528\uff0c\u7121\u6cd5\u8ddf\u73fe\u6709\u7cfb\u7d71\u7d50\u5408<\/li><\/ul>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"500\" height=\"301\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/06\/image-14.png\" alt=\"\" class=\"wp-image-19084\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-14.png 500w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-14-300x181.png 300w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><figcaption><strong>   \u571644-7  Power BI  <\/strong><\/figcaption><\/figure><\/div>\n\n\n\n<pre class=\"wp-block-verse\">* <strong> Power BI \u5b98\u7db2\u7684\u514d\u8cbb\u6559\u5b78\u8cc7\u6e90<\/strong>\uff1a<br \/><a href=\"https:\/\/docs.microsoft.com\/zh-tw\/power-bi\/desktop-getting-started\">Power BI \u5b98\u7db2\u7684\u7dda\u4e0a\u6587\u6a94<\/a><br \/><a href=\"https:\/\/docs.microsoft.com\/zh-tw\/power-bi\/guided-learning\/\">Power BI \u5b98\u7db2\u7684\u5f71\u7247\u6559\u5b78<\/a><br \/><a href=\"https:\/\/docs.microsoft.com\/en-us\/power-bi\/webinars\">Power BI \u5b98\u65b9\u63d0\u4f9b\u7db2\u7d61\u7814\u8a0e\u6703<\/a><br \/><br \/><strong>*  Power BI \u7db2\u8def\u5f71\u7247\uff1a<\/strong><br \/><a href=\"https:\/\/www.youtube.com\/playlist?list=PLgaZX9bZkpNjiU99JQkgF15x7_0GnNe9z\">\u8ddf\u71d5\u79cb\u8001\u5e2b\u5b78Power BI Desktop_\u57fa\u790e\u5165\u9580<\/a><\/pre>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong>\u3010 \u76f8\u95dc\u8ab2\u7a0b \u3011<\/strong><a href=\"https:\/\/www.tibame.com\/course\/1731\" 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><\/p>\n\n\n\n<p>\u5728\u9019\u9580\u7279\u5225\u70ba\u4f60\u8a02\u88fd\u7684\u300c\u8cc7\u6599\u5206\u6790\u5fc5\u5099\u8996\u89ba\u5316\u6280\u80fd Power BI \u300d\u8ab2\u7a0b\u4e2d\uff0c\u5c07\u5e36\u8457\u4f60\u4f9d\u7167\u5408\u9069\u7684\u52d5\u614b\u5716\u8868\u4ee5\u751f\u52d5\u7684\u65b9\u5f0f\u5448\u73fe\u6578\u64da\uff0c\u5e6b\u52a9\u4f5c\u70ba\u7ba1\u7406\u6c7a\u7b56\u6216\u662f\u5206\u6790\u4eba\u54e1\u7684\u4f60\u9032\u884c\u6c7a\u7b56\u3002<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">4\u3001Tableau<\/h4>\n\n\n\n<p>Tableau\u6210\u7acb\u65bc2003\u5e74\uff0c2013\u5e74\u4e0a\u5e02\uff0c\u662f\u4e00\u6b3e\u53ef\u8996\u5316\u5546\u696d\u667a\u6167\u5de5\u5177\u3002\u5b83\u662f\u8cc7\u6599\u8996\u89ba\u5316\u9818\u57df\u7684\u9ec3\u91d1\u6e96\u5247\uff0c\u7b97\u662f\u76ee\u524d\u300c\u6700\u512a\u79c0\u7684BI\u5de5\u5177\u300d\u3002\u4e5f\u662f\u684c\u9762\u7cfb\u7d71\u4e2d\u6700\u7c21\u55ae\u7684\u5546\u696d\u667a\u6167\u5de5\u5177\u8edf\u9ad4\uff0c\u4e0d\u50c5\u6c92\u6709\u5f37\u8feb\u4f7f\u7528\u8005\u7de8\u5beb\u81ea\u8a02\u7a0b\u5f0f\u78bc\uff0c\u65b0\u7684\u63a7\u5236\u53f0\u4e5f\u53ef\u5b8c\u5168\u81ea\u8a02\u914d\u7f6e\u3002\u5728\u63a7\u5236\u53f0\u4e0a\uff0c\u4e0d\u50c5\u80fd\u5920\u76e3\u6e2c\u8cc7\u8a0a\uff0c\u800c\u4e14\u9084\u63d0\u4f9b\u5b8c\u6574\u7684\u5206\u6790\u80fd\u529b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u8a55\u50f9\uff1a\u7528\u6236\u53ef\u4ee5\u5275\u5efa\u548c\u5206\u767c\u4e92\u52d5\u5f0f\u548c\u53ef\u5171\u7528\u7684\u5100\u9336\u677f\uff0c\u4ee5\u5716\u5f62\u548c\u5716\u8868\u7684\u5f62\u5f0f\u63cf\u7e6a\u8cc7\u6599\u7684\u8da8\u52e2\u3001\u8b8a\u5316\u548c\u5bc6\u5ea6\u3002<\/li><\/ul>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><img decoding=\"async\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/08\/17f3c8a7-59d6-4f69-9060-0fd0bc4a600f_cluster_20200103-1024x559.gif\" alt=\"\" class=\"wp-image-19566\" width=\"661\" height=\"361\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/08\/17f3c8a7-59d6-4f69-9060-0fd0bc4a600f_cluster_20200103-1024x559.gif 1024w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/08\/17f3c8a7-59d6-4f69-9060-0fd0bc4a600f_cluster_20200103-300x164.gif 300w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/08\/17f3c8a7-59d6-4f69-9060-0fd0bc4a600f_cluster_20200103-768x419.gif 768w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/08\/17f3c8a7-59d6-4f69-9060-0fd0bc4a600f_cluster_20200103-1170x639.gif 1170w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/08\/17f3c8a7-59d6-4f69-9060-0fd0bc4a600f_cluster_20200103-585x319.gif 585w\" sizes=\"(max-width: 661px) 100vw, 661px\" \/><figcaption><strong>   \u571644-8 Tableau <\/strong><\/figcaption><\/figure><\/div>\n\n\n\n<pre class=\"wp-block-verse\">* <strong>Tableau\u7684\u514d\u8cbb\u6559\u5b78\u8cc7\u6e90<\/strong>\uff1a<br \/><a href=\"https:\/\/www.tableau.com\/zh-tw\/support\/help\">Tableau\u7dda\u4e0a\u6587\u6a94<\/a><br \/><a href=\"https:\/\/www.tableau.com\/learn\/training\/20194\">Tableau\u514d\u8cbb\u6559\u80b2\u8a13\u7df4\u5f71\u7247<\/a><br \/><a href=\"https:\/\/community.tableau.com\/welcome\">Tableau\u793e\u7fa4<\/a><br \/><a href=\"https:\/\/public.tableau.com\/zh-tw\/gallery\/?tab=viz-of-the-day&amp;type=viz-of-the-day\">Tableau\u7cbe\u9078\u4f5c\u54c1\u96c6<\/a><\/pre>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u3010 <strong>\u76f8\u95dc\u8ab2\u7a0b<\/strong> \u3011<a href=\"http:\/\/Tableau\u6578\u64da\u8996\u89ba\u5316\u5206\u6790\u5feb\u901f\u4e0a\u624b\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Tableau\u6578\u64da\u8996\u89ba\u5316\u5206\u6790\u5feb\u901f\u4e0a\u624b (\u5728\u65b0\u5206\u9801\u4e2d\u958b\u555f)\">Tableau\u6578\u64da\u8996\u89ba\u5316\u5206\u6790\u5feb\u901f\u4e0a\u624b<\/a><\/p>\n\n\n\n<p>\u9019\u9580\u8ab2\u4f7f\u7528\u6dfa\u986f\u7684\u7528\u8a9e\uff0c\u975e\u8cc7\u8a0a\u51fa\u8eab\u7684\u4eba\u54e1\uff0c\u4e5f\u80fd\u8fc5\u901f\u4e86\u89e3\u6578\u64da\u5206\u6790\u7684\u89c0\u5ff5\uff0c\u8ab2\u7a0b\u8a2d\u8a08\u5f9e\u5e38\u7528\u529f\u80fd\u4e32\u806f\u5230\u9032\u968e\u529f\u80fd\u7684\u7d44\u5408\uff0c\u4e26\u8f14\u4ee5\u7df4\u7fd2\u984c\u4f86\u52a0\u5f37\u5b78\u7fd2\u8a18\u61b6\uff0c\u6bcf\u500b\u5b78\u54e1\u5728\u5b78\u5f8c\uff0c\u90fd\u53ef\u8f15\u9b06\u5275\u5efaTableau\u5404\u985e\u4e0d\u540c\u8996\u89ba\u5716\u50cf\uff0c\u5305\u62ec\u76f4\u65b9\u5716\u3001\u5713\u9905\u5716\u3001\u74b0\u5f62\u5716\u3001\u6298\u7dda\u5716\u3001\u5b50\u5f48\u5716\u3001\u67cf\u62c9\u5716\u3001\u71b1\u529b\u5716\u3001\u5730\u5716\u5206\u6790\u7b49\uff0c\u5b8c\u6210\u8ab2\u7a0b\u5f8c\u60a8\u5c07\u80fd\u638c\u63e1\u5927\u6578\u64da\u5206\u6790\u7684\u76f8\u95dc\u77e5\u8b58\uff0c\u719f\u6089\u6578\u64da\u5206\u6790\u65b9\u6cd5\uff0c\u4e26\u638c\u63e1Tableau \u4f7f\u7528\u6280\u5de7\u6210\u70ba\u4e00\u4f4d\u5584\u7528\u6578\u64da\u89e3\u6c7a\u5546\u696d\u554f\u984c\u7684\u6578\u64da\u9054\u4eba\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><img decoding=\"async\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/08\/\u87a2\u5e55\u5feb\u7167-2021-08-04-\u4e0a\u534811.56.15-1024x588.png\" alt=\"\" class=\"wp-image-19562\" width=\"562\" height=\"322\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/08\/\u87a2\u5e55\u5feb\u7167-2021-08-04-\u4e0a\u534811.56.15-1024x588.png 1024w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/08\/\u87a2\u5e55\u5feb\u7167-2021-08-04-\u4e0a\u534811.56.15-300x172.png 300w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/08\/\u87a2\u5e55\u5feb\u7167-2021-08-04-\u4e0a\u534811.56.15-768x441.png 768w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/08\/\u87a2\u5e55\u5feb\u7167-2021-08-04-\u4e0a\u534811.56.15-1170x671.png 1170w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/08\/\u87a2\u5e55\u5feb\u7167-2021-08-04-\u4e0a\u534811.56.15-585x336.png 585w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/08\/\u87a2\u5e55\u5feb\u7167-2021-08-04-\u4e0a\u534811.56.15.png 1450w\" sizes=\"(max-width: 562px) 100vw, 562px\" \/><figcaption><a href=\"https:\/\/www.tibame.com\/course\/909\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (\u5728\u65b0\u5206\u9801\u4e2d\u958b\u555f)\">\u8f15\u9b06\u4e0a\u624bTableau\u5546\u7528\u667a\u6167\u4e92\u52d5\u5100\u8868\u677f<\/a><\/figcaption><\/figure><\/div>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">5\u3001D3<\/h4>\n\n\n\n<p>\u662f\u57fa\u65bc\u8cc7\u6599\u64cd\u4f5c\u6587\u6a94\u7684JavaScript\u5eab\u3002\u5b83\u53ef\u4ee5\u5c07\u5f37\u5927\u7684\u8996\u89ba\u5316\u5143\u4ef6\u548c\u8cc7\u6599\u9a45\u52d5\u7684DOM\u64cd\u4f5c\u65b9\u6cd5\u5b8c\u7f8e\u7d50\u5408\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u512a\u9ede\uff1a\u5f37\u5927\u7684SVG\u64cd\u4f5c\u80fd\u529b\uff0c\u53ef\u4ee5\u5c07\u8cc7\u6599\u6620\u5c04\u70baSVG\u5c6c\u6027\uff0c\u5167\u5efa\u5927\u91cf\u8cc7\u6599\u8655\u7406\u3001\u4f48\u5c40\u6f14\u7b97\u6cd5\u548c\u8a08\u7b97\u5716\u5f62\u7684\u5de5\u5177\u65b9\u6cd5\u3001\u6709\u8457\u5f37\u5927\u7684\u793e\u5340\u548cdemo<\/li><li>\u7f3a\u9ede\uff1aAPI \u592a\u5e95\u5c64\u3001\u8907\u7528\u6027\u4f4e\u3001\u5b78\u7fd2\u8207\u4f7f\u7528\u6210\u672c\u9ad8<\/li><\/ul>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"486\" height=\"330\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/06\/image-15.png\" alt=\"\" class=\"wp-image-19085\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-15.png 486w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-15-300x204.png 300w\" sizes=\"(max-width: 486px) 100vw, 486px\" \/><figcaption><strong>    \u571644-9  D3  <\/strong> <\/figcaption><\/figure><\/div>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">6\u3001HighCharts<\/h4>\n\n\n\n<p>\u662f\u7528\u7d14 JavaScript\u7de8\u5beb\u7684\u5716\u8868\u5eab\uff0c \u80fd\u7c21\u55ae\u4fbf\u5229\u7684\u5728Web\u61c9\u7528\u4e0a\u52a0\u4e0a\u4ea4\u4e92\u6027\u5716\u8868\uff0c\u4e5f\u662f\u5728Web\u4e0a\u4f7f\u7528\u6700\u5ee3\u6cdb\u7684\u5716\u8868\uff0c\u4f46\u4f01\u696d\u4f7f\u7528\u9700\u8981\u8cfc\u8cb7\u5546\u696d\u6388\u6b0a\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u512a\u9ede\uff1a\u4f7f\u7528\u9580\u6abb\u6975\u4f4e\u3001\u76f8\u5bb9\u6027\u597d\u3001\u4f7f\u7528\u5ee3\u6cdb\u3001\u76f8\u5c0d\u6210\u719f<\/li><li>\u7f3a\u9ede\uff1a\u6a23\u5f0f\u8f03\u820a\u3001\u5716\u8868\u96e3\u4ee5\u64f4\u5c55\u3001\u5546\u696d\u4f7f\u7528\u8981\u8cb7\u7248\u6b0a<\/li><\/ul>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"526\" height=\"336\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/06\/image-16.png\" alt=\"\" class=\"wp-image-19086\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-16.png 526w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-16-300x192.png 300w\" sizes=\"(max-width: 526px) 100vw, 526px\" \/><figcaption><strong>\u571644-10 HighCharts <\/strong><\/figcaption><\/figure><\/div>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">7\u3001ECharts<\/h4>\n\n\n\n<p>\u4f01\u696d\u7d1a\u5716\u8868\uff0c\u958b\u6e90\u4f86\u81ea\u767e\u5ea6\u6578\u64da\u8996\u89ba\u5316\u5718\u968a\uff0c\u662f\u7d14 Javascript \u7684\u5716\u8868\u5eab\uff0c\u80fd\u6d41\u66a2\u7684\u904b\u7528\u5728PC\u548c\u884c\u52d5\u8a2d\u5099\u4e0a\uff0c\u76f8\u5bb9\u7576\u524d\u7d55\u5927\u90e8\u5206\u6d41\u89bd\u5668\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u512a\u9ede\uff1a\u8c50\u5bcc\u7684\u5716\u8868\u3001\u8986\u84cb\u4e3b\u6d41\u5e38\u898f\u7684\u7d71\u8a08\u5716\u8868\u3001\u914d\u7f6e\u9805\u9a45\u52d5\u3001\u4e09\u7d1a\u500b\u6027\u5316\u5716\u8868\u6a23\u5f0f\u7ba1\u7406<\/li><li>\u7f3a\u9ede\uff1a\u9748\u6d3b\u6027\u4e0d\u5982 Vega\u7b49\u57fa\u65bc\u5716\u5f62\u8a9e\u6cd5\u7684\u985e\u5eab\u3001\u96e3\u4ee5\u5ba2\u88fd\u8907\u96dc\u95dc\u806f\u5f0f\u5716\u8868<\/li><\/ul>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"391\" height=\"288\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/06\/image-17.png\" alt=\"\" class=\"wp-image-19087\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-17.png 391w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-17-300x221.png 300w\" sizes=\"(max-width: 391px) 100vw, 391px\" \/><figcaption><strong> \u571644-11  ECharts <\/strong><\/figcaption><\/figure><\/div>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">8\u3001Leaflet<\/h4>\n\n\n\n<p>\u662f\u9762\u5411\u79fb\u52d5\u8a2d\u5099\u7684\u4e92\u52d5\u5f0f\u5730\u5716\u7684JavaScript \u5eab\u3002\u6e2c\u91cf\u7684JS\u50c5\u6709\u5927\u7d04 38 KB\uff0c\u5b83\u5177\u6709\u5927\u591a\u6578\u958b\u767c\u4eba\u54e1\u9700\u8981\u7684\u6240\u6709\u6620\u5c04\u529f\u80fd\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u512a\u9ede\uff1a\u5c08\u9580\u91dd\u5c0d\u5730\u5716\u61c9\u7528\uff0cmobile\u76f8\u5bb9\u6027\u597d\u3001API \u7c21\u6f54\u3001\u652f\u63f4\u5916\u639b\u7a0b\u5f0f\u6a5f\u5236<\/li><li>\u7f3a\u9ede\uff1a\u529f\u80fd\u8f03\u7c21\u55ae\uff0c\u9700\u8981\u5177\u5099\u4e8c\u6b21\u958b\u767c\u80fd\u529b<\/li><\/ul>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"640\" height=\"249\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/06\/image-18.png\" alt=\"\" class=\"wp-image-19088\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-18.png 640w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-18-300x117.png 300w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-18-585x228.png 585w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><figcaption><strong>  \u571644-12   Leaflet  <\/strong><\/figcaption><\/figure><\/div>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">9\u3001Vega<\/h4>\n\n\n\n<p>\u662f\u4e00\u5957\u4ea4\u4e92\u5716\u5f62\u8a9e\u6cd5\uff0c\u5b9a\u7fa9\u8cc7\u6599\u5230\u5716\u5f62\u7684\u6620\u5c04\u898f\u5247\u3001\u5e38\u898b\u7684\u4ea4\u4e92\u8a9e\u6cd5\u548c\u5e38\u898b\u7684\u5716\u5f62\u5143\u7d20\uff0c\u53ef\u4ee5\u81ea\u7531\u4f7f\u7528 Vega \u8a9e\u6cd5\u9032\u884c\u7d44\u5408\u69cb\u5efa\u51fa\u5404\u5f0f\u5716\u8868\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u512a\u9ede\uff1a\u57fa\u65bc JSON \u8a9e\u6cd5\uff0c\u63d0\u4f9b\u5f9e\u8cc7\u6599\u5230\u5716\u5f62\u7684\u6620\u5c04\u898f\u5247\uff0c\u652f\u63f4\u5e38\u898b\u7684\u4ea4\u4e92\u8a9e\u6cd5<\/li><li>\u7f3a\u9ede\uff1a\u672c\u8eab\u6709\u8907\u96dc\u7684\u8a9e\u6cd5\u8a2d\u8a08\uff0c\u4f7f\u7528\u548c\u5b78\u7fd2\u6210\u672c\u9ad8<\/li><\/ul>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"600\" height=\"199\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/06\/image-19.png\" alt=\"\" class=\"wp-image-19089\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-19.png 600w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-19-300x100.png 300w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-19-585x194.png 585w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><figcaption><strong> \u571644-13 Vega <\/strong><\/figcaption><\/figure><\/div>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">10\u3001Deck.gl<\/h4>\n\n\n\n<p>\u662f Uber\u8996\u89ba\u5316\u5718\u968a\u57fa\u65bcWebGL\u958b\u767c\u7684\u9762\u5411\u5927\u6578\u64da\u5206\u6790\u7684\u8996\u89ba\u5316\u985e\u5eab\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u512a\u9ede\uff1a\u4ee5 3D \u5730\u5716\u8996\u89ba\u5316\u70ba\u4e3b\uff0c\u5167\u7f6e\u5730\u7406\u8cc7\u8a0a\u8996\u89ba\u5316\u5e38\u898b\u5834\u666f\uff0c\u652f\u63f4\u5927\u898f\u6a21\u8cc7\u6599\u7684\u8996\u89ba\u5316<\/li><li>\u7f3a\u9ede\uff1a\u9700\u8981\u5177\u5099WebGL\u7684\u77e5\u8b58\uff0c\u5c64\u7684\u64f4\u5c55\u6bd4\u8f03\u8907\u96dc<\/li><\/ul>\n\n\n\n<pre class=\"wp-block-verse\">* WebGL\uff1a<br \/>\u662f\u4e00\u7a2eJavaScript API\uff0c<br \/>\u7528\u65bc\u5728\u4e0d\u4f7f\u7528\u5916\u639b\u7a0b\u5f0f\u7684\u60c5\u6cc1\u4e0b\u5728\u4efb\u4f55\u76f8\u5bb9\u7684\u7db2\u9801\u700f\u89bd\u5668\u4e2d\u5448\u73fe\u4e92\u52d5\u5f0f2D\u548c3D\u5716\u5f62\u3002&nbsp;<br \/>\u5b8c\u5168\u6574\u5408\u5230\u700f\u89bd\u5668\u7684\u6240\u6709\u7db2\u9801\u6a19\u6e96\u4e2d\uff0c<br \/>\u53ef\u5c07\u5f71\u50cf\u8655\u7406\u548c\u6548\u679c\u7684GPU\u52a0\u901f\u4f7f\u7528\u65b9\u5f0f\u7576\u505a\u7db2\u9801Canvas\u7684\u4e00\u90e8\u5206\u3002<\/pre>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"640\" height=\"279\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/06\/image-20.png\" alt=\"\" class=\"wp-image-19090\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-20.png 640w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-20-300x131.png 300w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/image-20-585x255.png 585w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><figcaption><strong>  \u571644-14 deck.gl <\/strong><\/figcaption><\/figure><\/div>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u60f3\u6210\u70ba\u722c\u87f2\u5de5\u7a0b\u5e2b \u3001\u8cc7\u6599\u5206\u6790\u5e2b \u3001\u8cc7\u6599\u5de5\u7a0b\u5e2b \u3001\u8cc7\u6599\u5206\u6790\u9818\u57df\u5c08\u5bb6 \u3001\u4eba\u5de5\u667a\u6167\u7522\u54c1\u7d93\u7406\u55ce\uff1f\u9084\u662f\u4f60\u7684\u516c\u53f8\u6b63\u9700\u8981\u57f9\u990a\u6b64\u9818\u57df\u4eba\u624d\u5462\uff1f<\/p>\n\n\n\n<p>\u9ede\u6211\u4e86\u89e3 AI\u8cc7\u6599\u79d1\u5b78\u5bb6-\u4e09\u968e\u6bb5\u5168\u65b9\u4f4d\u5b78\u7a0b\u73ed &#x1f449; <a href=\"https:\/\/www.tibame.com\/eventpage\/ai_datascientist\">https:\/\/www.tibame.com\/eventpage\/ai_datascientist&nbsp;<\/a><\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><a href=\"https:\/\/www.tibame.com\/eventpage\/ai_datascientist\" target=\"_blank\" rel=\"noreferrer noopener\"><img decoding=\"async\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/05\/19201080-1024x576.png\" alt=\"AI\u8cc7\u6599\u79d1\u5b78\u5bb6-\u4e09\u968e\u6bb5\u5168\u65b9\u4f4d\u5b78\u7a0b\u73ed\" class=\"wp-image-18807\" width=\"512\" height=\"288\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/05\/19201080-1024x576.png 1024w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/05\/19201080-300x169.png 300w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/05\/19201080-768x432.png 768w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/05\/19201080-1920x1080.png 1920w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/05\/19201080-1170x658.png 1170w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/05\/19201080-585x329.png 585w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/05\/19201080.png 1921w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/><\/a><figcaption><a href=\"https:\/\/www.tibame.com\/eventpage\/ai_datascientist\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"AI\u8cc7\u6599\u79d1\u5b78\u5bb6-\u4e09\u968e\u6bb5\u5168\u65b9\u4f4d\u5b78\u7a0b\u73ed (\u5728\u65b0\u5206\u9801\u4e2d\u958b\u555f)\">AI\u8cc7\u6599\u79d1\u5b78\u5bb6-\u4e09\u968e\u6bb5\u5168\u65b9\u4f4d\u5b78\u7a0b\u73ed<\/a><\/figcaption><\/figure><\/div>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u6bcf\u65e55\u5206\u9418\uff0c&nbsp;<a href=\"https:\/\/blog.wiedu.tw\/?author=44\">\u63d0\u62d4\u6211\u5712\u4e01<\/a>\u966a\u4f60\u5feb\u901f\u6dfb\u88dcAI\/\u8cc7\u6599\u79d1\u5b78\u77e5\u8b58\u8207\u6280\u80fd\u3002<\/p>\n\n\n\n<p>\u82e5\u60f3\u4e86\u89e3\u66f4\u591aAI\/\u8cc7\u6599\u79d1\u5b78\u7684\u5c0f\u77e5\u8b58\u3001\u53ca\u5404\u7522\u696d\u7684\u76f8\u95dc\u61c9\u7528\uff0c\u6b61\u8fce\u8a02\u95b1TibaMe FB\u53ca\u90e8\u843d\u683c\uff0c\u6216\u6709\u5176\u4ed6\u60f3\u4e86\u89e3\u7684\u4e3b\u984c\u6b61\u8fce\u5728\u4e0b\u65b9\u7559\u8a00\u8b93\u6211\u5011\u77e5\u9053\u5537\uff01<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/www.facebook.com\/Tibame\">\u7def\u80b2TibaMe FB<\/a><\/li><li><a href=\"https:\/\/www.facebook.com\/groups\/TiBaMe.For.Business\">\u4f01\u696d\u4eba\u624d\u6578\u4f4d\u8f49\u578bFB<\/a><\/li><li><a href=\"https:\/\/lihi1.com\/OygGK\">\u4f01\u696dAI\u3001\u6578\u4f4d\u4eba\u624dor\u5e73\u53f0\u57f9\u8a13\u65b9\u6848\u8acb\u9ede\u9078<\/a><\/li><\/ul>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><a href=\"https:\/\/www.tibame.com\/free?utm_source=blog&amp;utm_medium=free&amp;utm_campaign=course\"><img decoding=\"async\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/04\/\u6703\u54e1\u8a3b\u518a-1024x922.png\" alt=\"\" class=\"wp-image-18372\" width=\"485\" height=\"436\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/\u6703\u54e1\u8a3b\u518a-1024x922.png 1024w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/\u6703\u54e1\u8a3b\u518a-300x270.png 300w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/\u6703\u54e1\u8a3b\u518a-768x691.png 768w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/\u6703\u54e1\u8a3b\u518a-1170x1053.png 1170w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/\u6703\u54e1\u8a3b\u518a-585x527.png 585w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/\u6703\u54e1\u8a3b\u518a.png 1200w\" sizes=\"(max-width: 485px) 100vw, 485px\" \/><\/a><\/figure><\/div>\n\n\n\n<p>\u53c3\u8003\u8cc7\u6599<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/zh.wikipedia.org\/wiki\/%E6%95%B0%E6%8D%AE%E5%8F%AF%E8%A7%86%E5%8C%96\">\u7dad\u57fa\u767e\u79d1&#8211;\u8cc7\u6599\u8996\u89ba\u5316<\/a><\/li><li><a href=\"https:\/\/allaboutdataanalysis.medium.com\/%E6%83%B3%E8%A6%81%E6%90%9E%E6%87%82%E8%B3%87%E6%96%99%E8%A6%96%E8%A6%BA%E5%8C%96-%E7%9C%8B%E9%80%99%E4%B8%80%E7%AF%87%E5%B0%B1%E5%A4%A0%E4%BA%86-6983c0c2dfc9\">\u6578\u64da\u5206\u6790\u90a3\u4e9b\u4e8b&#8211;\u60f3\u8981\u641e\u61c2\u8cc7\u6599\u8996\u89ba\u5316\uff0c\u770b\u9019\u4e00\u7bc7\u5c31\u5920\u4e86<\/a><\/li><li><a href=\"https:\/\/www.finereport.com\/tw\/data-analysis\/bi-learning-resources.html#Tableau\">\u5982\u4f55\u8b8a\u8eabBI\u9054\u4eba\uff1f2021\u6700\u65b0Tableau, Power BI, FineReport\u514d\u8cbb\u6559\u5b78\u8cc7\u6e90\u5927\u516c\u958b\uff01<\/a><\/li><li><a href=\"https:\/\/www.finereport.com\/tw\/data-analysis\/comparison-of-powerbi-tableau-finereport.html\">14\u5927\u95dc\u9375\u9ede\uff0c2021\u5e74\u6700\u8a73\u7d30PowerBI, Tableau, FineReport\u6bd4\u8f03<\/a><\/li><\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8cc7\u6599\u8996\u89ba\u5316 Data 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