{"id":1109,"date":"2022-02-06T15:43:33","date_gmt":"2022-02-06T07:43:33","guid":{"rendered":"https:\/\/artificialintelligencepro.com.tw\/?p=1109"},"modified":"2022-02-06T17:10:11","modified_gmt":"2022-02-06T09:10:11","slug":"taiwan-stock-selection","status":"publish","type":"post","link":"https:\/\/artificialintelligencepro.com.tw\/taiwan-stock-selection\/","title":{"rendered":"1\u500b\u96c6\u6280\u8853\u9762\u548c\u7c4c\u78bc\u9762\u65bc\u4e00\u8eab\u7684AI\u53f0\u80a1\u7b56\u7565"},"content":{"rendered":"<h4><\/h4>\n<h4><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u5982\u4f55\u7528AI\u88fd\u4f5c<\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u9078\u80a1\u7b56\u7565<\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">?<\/span><\/h4>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: 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href=\"https:\/\/artificialintelligencepro.com.tw\/taiwan-stock-selection\/#AI_%E5%8F%AA%E9%81%B8%E7%AC%AC%E4%B8%80%E5%90%8D_%E7%AD%96%E7%95%A5\" title=\"AI \u53ea\u9078\u7b2c\u4e00\u540d \u7b56\u7565\">AI \u53ea\u9078\u7b2c\u4e00\u540d \u7b56\u7565<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/artificialintelligencepro.com.tw\/taiwan-stock-selection\/#AI_%E9%81%B8%E5%89%8D%E5%85%A9%E5%90%8D_%E7%AD%96%E7%95%A5\" title=\"AI \u9078\u524d\u5169\u540d \u7b56\u7565\">AI \u9078\u524d\u5169\u540d \u7b56\u7565<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/artificialintelligencepro.com.tw\/taiwan-stock-selection\/#AI_%E9%81%B8%E5%89%8D%E5%9B%9B%E5%90%8D_%E7%AD%96%E7%95%A5\" title=\"AI \u9078\u524d\u56db\u540d \u7b56\u7565\">AI \u9078\u524d\u56db\u540d \u7b56\u7565<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/artificialintelligencepro.com.tw\/taiwan-stock-selection\/#%E7%B5%90%E8%AB%96%E8%88%87%E6%9C%AA%E4%BE%86%E5%B1%95%E6%9C%9B\" title=\"\u7d50\u8ad6\u8207\u672a\u4f86\u5c55\u671b\">\u7d50\u8ad6\u8207\u672a\u4f86\u5c55\u671b<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/artificialintelligencepro.com.tw\/taiwan-stock-selection\/#%E9%81%B8%E8%82%A1%E5%8F%AF%E4%BB%A5%E6%98%AF%E4%B8%80%E9%96%80%E8%97%9D%E8%A1%93%EF%BC%8C%E4%B9%9F%E5%8F%AF%E4%BB%A5%E6%98%AF%E4%B8%80%E9%96%80%E7%A7%91%E5%AD%B8\" title=\"\u9078\u80a1\u53ef\u4ee5\u662f\u4e00\u9580\u85dd\u8853\uff0c\u4e5f\u53ef\u4ee5\u662f\u4e00\u9580\u79d1\u5b78\">\u9078\u80a1\u53ef\u4ee5\u662f\u4e00\u9580\u85dd\u8853\uff0c\u4e5f\u53ef\u4ee5\u662f\u4e00\u9580\u79d1\u5b78<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%E5%A6%82%E4%BD%95%E7%8D%B2%E5%8F%96%E5%8F%B0%E8%82%A1%E8%B3%87%E6%96%99\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5982\u4f55\u7372\u53d6\u53f0\u80a1\u8cc7\u6599?<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\"><span style=\"font-weight: 400;\">\u95dc\u65bc\u91cf\u5316\u4ea4\u6613\u53f0\u80a1\u9019\u4e00\u584a\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\"><span style=\"font-weight: 400;\">\u5982\u679c\u662f\u6709\u5728\u7db2\u8def\u4e0aGoogle\u904e\u53f0\u7063\u80a1\u5e02\u3001\u9078\u80a1\u7b56\u7565\u7b49\u95dc\u9375\u5b57\u7684\u4eba\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\"><span style=\"font-weight: 400;\">\u61c9\u8a72\u90fd\u77e5\u9053\u53f0\u7063\u6709<a href=\"https:\/\/www.finlab.tw\" target=\"_blank\" rel=\"noopener\">Finlab<\/a>\u9019\u4e00\u500b\u62db\u724c\u5c08\u9580\u5728\u7814\u767c\u91cf\u5316\u4ea4\u6613\u7b56\u7565\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\"><span style=\"font-weight: 400;\">\u597d\u6d88\u606f\u662fFinlab\u6700\u8fd1\u7814\u767c\u51fa\u4e86\u4e00\u500b<a href=\"https:\/\/ai.finlab.tw\/\" target=\"_blank\" rel=\"noopener\">\u53f0\u80a1\/\u52a0\u5bc6\u8ca8\u5e63\u56de\u6e2c\u5e73\u53f0<\/a>\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\"><span style=\"font-weight: 400;\">\u8b93\u71b1\u611b\u7814\u7a76\u91cf\u5316\u4ea4\u6613\u7684\u4eba\u5011\u53ef\u4ee5\u5230\u9019\u500b\u5e73\u53f0\u8f15\u9b06\u6488\u53d6\u8cc7\u6599\u4ee5\u53ca\u56de\u6e2c\u7b56\u7565\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-size: 14pt; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><span style=\"font-weight: 400;\">\u8b93\u4f60\u53ea\u9700\u8981\u5c08\u6ce8\u5728\u7814\u767c\u7b56\u7565\u672c\u8eab\u5c31\u597d\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-size: 14pt; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><span style=\"font-weight: 400;\">\u5b8c\u5168\u4e0d\u7528\u7169\u60f1\u8cc7\u6599\u8a72\u53bb\u54ea\u88e1\u722c\u53d6\u3001\u4e5f\u4e0d\u9700\u8981\u6703\u5beb\u56de\u6e2c\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-size: 14pt; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><span style=\"font-weight: 400;\">\u53ef\u4ee5\u8aaa\u662f\u9020\u798f\u4e86\u8a31\u591a\u6709\u5728\u7528\u91cf\u5316\u505a\u53f0\u7063\u80a1\u5e02\u7684\u4eba<\/span><\/span><span style=\"font-size: 14pt; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><span style=\"font-weight: 400;\">\u3002<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-size: 14pt; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><span style=\"font-weight: 400;\">\u56e0\u6b64\uff0c\u672c\u6587\u5c07\u85c9\u7531\u9019\u500b\u6a5f\u6703\u4f7f\u7528Finlab\u5957\u4ef6\u4f86\u7372\u53d6\u958b\u9ad8\u4f4e\u6536\u91cf\u7684\u8cc7\u6599\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-size: 14pt; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><span style=\"font-weight: 400;\">\u751a\u81f3\u662f\u6280\u8853\u9762\u8cc7\u6599\u4ee5\u53ca\u7c4c\u78bc\u9762\u8cc7\u6599\u7b49\u7b49\u7684\u4e5f\u53ef\u4ee5\u7c21\u55ae\u5e7e\u884cPython\u8a9e\u6cd5\u5f97\u5230\u3002<\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E6%A8%99%E7%9A%84%E6%B1%A0\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><strong>\u6a19\u7684\u6c60<\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\"><span style=\"font-weight: 400;\">\u672c\u6587\u4f7f\u7528\u7684\u5168\u90e8\u6a19\u7684\u6b65\u9a5f\u5982\u4ee5\u4e0b\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\"><span style=\"font-weight: 400;\">\u5f9eFinlab\u7372\u53d6\u6240\u6709\u53f0\u7063\u80a1\u5e02\u6a19\u7684\uff08\u542b\u80a1\u7968\u3001ETF\u7b49\uff09\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\"><span style=\"font-weight: 400;\">\u4e26\u9650\u5b9a\u6a19\u7684\u9700\u8981\u57282013\/01\/05\u4ee5\u524d\u5c31\u6709\u50f9\u683c\u8cc7\u6599\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\"><span style=\"font-weight: 400;\">\u518d\u6263\u9664\u4e00\u4e9b\u50f9\u683c\u6709\u7f3a\u5931\u503c\u7684\u6a19\u7684\u5f8c\uff0c\u5269\u4e0b\u6a19\u7684\u6c60\u8fd1700\u6a94\u3002<\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E8%A8%93%E7%B7%B4%E3%80%81%E9%A9%97%E8%AD%89%E3%80%81%E6%B8%AC%E8%A9%A6%E8%B3%87%E6%96%99%E5%88%87%E5%88%86\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><strong>\u8a13\u7df4\u3001\u9a57\u8b49\u3001\u6e2c\u8a66\u8cc7\u6599\u5207\u5206<\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-size: 14pt; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><span style=\"font-weight: 400;\">\u5f9eFinlab\u7372\u53d6\u4e0a\u8ff0\u6a19\u7684\u6c60\u7684\u80a1\u50f9\u8cc7\u6599\uff0c\u7e3d\u5171\u7684\u671f\u9593\u662f\u5f9e2013\/01\u81f32021\/12\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-size: 14pt; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><span style=\"font-weight: 400;\">\u7531\u65bc2013-2014\u5e74\u7684\u8cc7\u6599\u5728\u8a08\u7b97\u7279\u5fb5\u6642\u4f7f\u7528\u4e86\u79fb\u52d5\u7a97\u683c\uff0c\u6703\u51fa\u73fe\u7f3a\u5931\u503c\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-size: 14pt; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><span style=\"font-weight: 400;\">\u56e0\u6b64\u5728\u8a08\u7b97\u5b8c\u7279\u5fb5\u5f8c\u5c07\u524d\u9762\u7684\u7f3a\u5931\u503c\u522a\u9664\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-size: 14pt; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><span style=\"font-weight: 400;\">\u7559\u4e0b\u4e862014\u5e74\u81f32019\u5e74\u8fd1\u516d\u5e74\u7684\u8cc7\u6599\u505a\u70ba\u8a13\u7df4\u8cc7\u6599\uff1b<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-size: 14pt; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><span style=\"font-weight: 400;\">\u6b64\u5916\uff0c2020\u4e00\u6574\u5e74\u505a\u70ba\u9a57\u8b49\u8cc7\u6599\u30012021\u5e74\u81f3\u4eca\u505a\u70ba\u6e2c\u8a66\u8cc7\u6599\u3002<\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E6%8A%80%E8%A1%93%E9%9D%A2%E7%89%B9%E5%BE%B5\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><strong>\u6280\u8853\u9762\u7279\u5fb5<\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\"><span style=\"font-weight: 400;\">\u6280\u8853\u9762\u7279\u5fb5\u6cdb\u6307\u5404\u7a2e\u4f7f\u7528\u958b\u9ad8\u4f4e\u6536\u91cf\u5176\u4e2d\u4e00\u7a2e\u4ee5\u4e0a\u7684\u6578\u64da\u8a08\u7b97\u800c\u6210\u7684\u7279\u5fb5\u3002<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\"><span style=\"font-weight: 400;\">\u9996\u5148\uff0c\u5f9eFinlab\u7372\u53d6\u4e0a\u8ff0\u6a19\u7684\u6c60\u7684\u958b\u9ad8\u4f4e\u6536\u50f9\u683c\u8cc7\u6599\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\"><span style=\"font-weight: 400;\">\u518d\u7528\u9019\u4e9b\u8cc7\u6599\u4f5c\u70ba\u6750\u6599\u8a08\u7b97\u5404\u7a2e\u6280\u8853\u9762\u7279\u5fb5\u3002<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\"><span style=\"font-weight: 400;\">\u5176\u4e2d\u5305\u542b\u4e00\u65e5\u5831\u916c\u7387\u53d6\u5c0d\u6578\u3001\u5e74\u5316\u6ce2\u52d5\u7387\u3001<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\"><span style=\"font-weight: 400;\">GitHub \u4e0a\u8457\u540d\u8a08\u7b97\u6280\u8853\u6307\u6a19\u5957\u4ef6<a href=\"https:\/\/github.com\/mrjbq7\/ta-lib\" target=\"_blank\" rel=\"noopener\">Ta-Lib<\/a>\u88e1\u7684\u5927\u591a\u6578\u6280\u8853\u6307\u6a19\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\"><span style=\"font-weight: 400;\">\u88e1\u9762\u5305\u542bMACD\u3001RSI\u3001K\u7dda\u578b\u614b\u7b49\u5171100\u591a\u500b\u6280\u8853\u6307\u6a19\u6b04\u4f4d\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\"><span style=\"font-weight: 400;\">\u7531\u65bc\u7a0b\u5f0f\u78bc\u7e41\u96dc\u3001\u7bc7\u5e45\u904e\u9577\uff0c\u6545\u4e0d\u5728\u6b64\u8a73\u5217\u3002<\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n<div id=\"attachment_1127\" style=\"width: 1610px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-1127\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-1127 size-full\" src=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/stock_data.png\" alt=\"\u53f0\u80a1\u6280\u8853\u9762\u8cc7\u6599\" width=\"1600\" height=\"516\" srcset=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/stock_data.png 1600w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/stock_data-300x97.png 300w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/stock_data-1024x330.png 1024w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/stock_data-768x248.png 768w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/stock_data-1536x495.png 1536w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" title=\"\"><p id=\"caption-attachment-1127\" class=\"wp-caption-text\">\u4f7f\u7528Ta-Lib\u8a08\u7b97\u958b\u9ad8\u4f4e\u6536\u91cf\u5f97\u51fa\u4f86\u7684\u6280\u8853\u9762\u8cc7\u6599<\/p><\/div>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E7%B1%8C%E7%A2%BC%E9%9D%A2%E7%89%B9%E5%BE%B5\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><strong>\u7c4c\u78bc\u9762\u7279\u5fb5<\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\"><span style=\"font-weight: 400;\">\u76f4\u63a5\u5f9eFinlab\u5e73\u53f0\u4e00\u884c\u4e00\u884c\u7372\u53d6\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\"><span style=\"font-weight: 400;\">\u6b04\u4f4d\u540d\u7a31\u5305\u542b\u4e09\u5927\u6cd5\u4eba\u9032\u51fa\u3001\u4e0a\u5e02\u6ac3\u5408\u8a08\u3001\u4e0a\u5e02\u6ac3\u5916\u8cc7\u3001<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\"><span style=\"font-weight: 400;\">\u4e0a\u5e02\u6ac3\u5916\u8cc7\u53ca\u9678\u8cc7\u3001\u4e0a\u5e02\u6ac3\u5916\u8cc7\u81ea\u71df\u5546\u3001\u4e0a\u5e02\u6ac3\u6295\u4fe1\u3001<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\"><span style=\"font-weight: 400;\">\u4e0a\u5e02\u6ac3\u81ea\u71df\u5546\u81ea\u884c\u8cb7\u8ce3\u3001\u907f\u96aa\u3001\u4e0a\u6ac3\u4e09\u5927\u6cd5\u4eba\u5408\u8a08\u7b49\u6578\u64da\u3002<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\"><span style=\"font-weight: 400;\">\u4ee5\u4e0b\u5e7e\u500b\u8cb7\u8ce3\u8d85\u6578\u64da\u7531\u65bc\u5404\u6a19\u7684\u5206\u5e03\u843d\u5dee\u6975\u5927\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\"><span style=\"font-weight: 400;\">\u6240\u4ee5\u7279\u5225\u4f7f\u7528rank\u5c07\u539f\u6578\u503c\u8f49\u63db\u81f30\uff5e1\u7684\u6578\u503c\u653e\u4ee5\u4fbf\u65bc\u6a21\u578b\u5b78\u7fd2\u3002<\/span><\/span><\/p>\n<pre class=\"line-numbers\"><code class=\"language-python\">data.get('institutional_investors_trading_all_market_summary:\u8cb7\u8ce3\u8d85').rank(pct=True, axis=1)\r\ndata.get('institutional_investors_trading_summary:\u5916\u9678\u8cc7\u8cb7\u8ce3\u8d85\u80a1\u6578(\u4e0d\u542b\u5916\u8cc7\u81ea\u71df\u5546)').rank(pct=True, axis=1)\r\ndata.get('institutional_investors_trading_summary:\u5916\u8cc7\u81ea\u71df\u5546\u8cb7\u8ce3\u8d85\u80a1\u6578').rank(pct=True, axis=1)\r\ndata.get('institutional_investors_trading_summary:\u6295\u4fe1\u8cb7\u8ce3\u8d85\u80a1\u6578').rank(pct=True, axis=1)\r\ndata.get('institutional_investors_trading_summary:\u81ea\u71df\u5546\u8cb7\u8ce3\u8d85\u80a1\u6578(\u81ea\u884c\u8cb7\u8ce3)').rank(pct=True, axis=1)\r\ndata.get('institutional_investors_trading_summary:\u81ea\u71df\u5546\u8cb7\u8ce3\u8d85\u80a1\u6578(\u907f\u96aa)').rank(pct=True, axis=1)<\/code><\/pre>\n<p>&nbsp;<\/p>\n<div id=\"attachment_1125\" style=\"width: 1610px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-1125\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-1125 size-full\" src=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/stock_feature.png\" alt=\"\u53f0\u80a1\u7c4c\u78bc\u9762\u8cc7\u6599\" width=\"1600\" height=\"515\" srcset=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/stock_feature.png 1600w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/stock_feature-300x97.png 300w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/stock_feature-1024x330.png 1024w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/stock_feature-768x247.png 768w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/stock_feature-1536x494.png 1536w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" title=\"\"><p id=\"caption-attachment-1125\" class=\"wp-caption-text\">\u5f9eFinlab\u7372\u53d6\u7684\u7c4c\u78bc\u9762\u8cc7\u6599<\/p><\/div>\n<h3><span class=\"ez-toc-section\" id=\"%E9%A0%90%E6%B8%AC%E6%A8%99%E7%B1%A4\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><strong>\u9810\u6e2c\u6a19\u7c64<\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-size: 14pt; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u6a21\u578b\u9810\u6e2c\u7684\u6578\u503c\u70ba\u672a\u4f86\u4e00\u5468\u5831\u916c\u7387\u7684\u5206\u5e03\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-size: 14pt; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u6a19\u7c64\u8a08\u7b97\u65b9\u5f0f\u70ba\u5148\u8a08\u7b97\u6bcf\u5468\u5831\u916c\u7387\uff0c\u518d\u5e73\u79fb\u4e00\u5468\u8b8a\u6210\u672a\u4f86\u4e00\u5468\u5831\u916c\u7387\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-size: 14pt; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u6700\u5f8c\u5c07\u5404\u6a19\u7684\u5831\u916c\u7387\u505a\u6392\u540d\uff0c\u4e26\u7e2e\u653e\u81f30~1\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-size: 14pt; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u6b64\u6578\u503c\u53ef\u4ee5\u505a\u70ba\u5340\u5206\u672a\u4f86\u4e00\u5468\u5831\u916c\u7387\u7684\u5206\u5e03\u60c5\u5f62\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-size: 14pt; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u82e5\u6709\u4e00\u6a94\u6a19\u7684\u6578\u503c\u504f\u54110\u8868\u793a\u672a\u4f86\u4e00\u5468\u8a72\u6a19\u7684\u6709\u504f\u4f4e\u7684\u5831\u916c\u7387\uff1b<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-size: 14pt; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u82e5\u6709\u4e00\u6a94\u6a19\u7684\u6578\u503c\u504f\u54111\u8868\u793a\u672a\u4f86\u4e00\u5468\u8a72\u6a19\u7684\u6709\u504f\u9ad8\u7684\u5831\u916c\u7387\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<div id=\"attachment_1126\" style=\"width: 94px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-1126\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-1126 size-full\" src=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/stock_target.png\" alt=\"\u9810\u6e2c\u6a19\u7c64\" width=\"84\" height=\"712\" title=\"\"><p id=\"caption-attachment-1126\" class=\"wp-caption-text\">\u4f7f\u7528\u5831\u916c\u7387\u6392\u540d\u505a\u70ba\u9810\u6e2c\u6a19\u7c64<\/p><\/div>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E8%B3%87%E6%96%99%E8%99%95%E7%90%86\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><strong>\u8cc7\u6599\u8655\u7406<\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\"><span style=\"font-weight: 400;\">\u5c07\u4e0a\u8ff0\u6240\u6709\u8cc7\u6599\u8a08\u7b97\u5b8c\u6210\u5f8c\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\"><span style=\"font-weight: 400;\">\u4f7f\u7528date\u65e5\u671f\u6216\u662fticker\u80a1\u7968\u4ee3\u865f\u505a\u70ba\u9375\u4f86merge\u5404\u7a2e\u8cc7\u6599\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\"><span style=\"font-weight: 400;\">\u4e26\u5c07X\u548cy\u6574\u5408\u9032\u4e00\u500b\u5927DataFrame\u3002\u6700\u7d42\uff0c\u7f3a\u5931\u503c\u7d71\u4e00\u4ee50\u586b\u88dc\u3002<\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%A6%82%E4%BD%95%E8%A8%93%E7%B7%B4AI%E6%A8%A1%E5%9E%8B\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u5982\u4f55\u8a13\u7df4AI\u6a21\u578b?<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E6%A8%A1%E5%9E%8B%E8%A8%93%E7%B7%B4\"><\/span><strong><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u6a21\u578b\u8a13\u7df4<\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u672c\u6b21\u4f7f\u7528\u7684\u6a21\u578b\u70baCatBoost Regressor\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">CatBoost\u8207XGBoost\u3001LightGBM\u9f4a\u540d\u4e09\u5927\u6c7a\u7b56\u6a39\u5de8\u982d\u6a21\u578b\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u95dc\u65bcCatBoost\u6f14\u7b97\u6cd5\uff0c\u6709\u8208\u8da3\u7684\u4eba\u53ef\u4ee5\u770b\u9019\u4e00\u7bc7\u7684\u8a73\u7d30\u89e3\u8aaa\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u7279\u8272\u5728\u65bc\u5c0d\u591a\u7dad\u5ea6\u7684\u985e\u5225\u7279\u5fb5\u80fd\u505a\u66f4\u6709\u6548\u7684\u63d0\u53d6\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u4f7f\u7528CPU\u8a13\u7df41000\u56de\u5408\u4e26\u4f7f\u7528\u9a57\u8b49\u8cc7\u6599\u8861\u91cf\u8a13\u7df4\u7684\u512a\u52a3\u5f8c\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">RMSE\u5f9e0.2838\u8fc5\u901f\u4e0b\u964d\u81f30.2627\uff0c\u4e26\u5728\u7b2c\u4e5d\u5341\u516d\u56de\u5408\u5c31\u9054\u5230\u4e86\u6700\u4f4e\u7684RMSE\u3002<br \/>\n<\/span><\/p>\n<p>&nbsp;<\/p>\n<div id=\"attachment_1123\" style=\"width: 1043px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-1123\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-1123 size-full\" src=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/train_result1.png\" alt=\"\u6a21\u578b\u8a13\u7df4\u72c0\u6cc11\" width=\"1033\" height=\"147\" srcset=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/train_result1.png 1033w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/train_result1-300x43.png 300w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/train_result1-1024x146.png 1024w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/train_result1-768x109.png 768w\" sizes=\"(max-width: 1033px) 100vw, 1033px\" title=\"\"><p id=\"caption-attachment-1123\" class=\"wp-caption-text\">RSME\u640d\u5931\u51fd\u6578\u9010\u6f38\u964d\u4f4e<\/p><\/div>\n<div id=\"attachment_1122\" style=\"width: 1019px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-1122\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-1122 size-full\" src=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/train_result2.png\" alt=\"\u6a21\u578b\u8a13\u7df4\u72c0\u6cc12\" width=\"1009\" height=\"215\" srcset=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/train_result2.png 1009w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/train_result2-300x64.png 300w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/train_result2-768x164.png 768w\" sizes=\"(max-width: 1009px) 100vw, 1009px\" title=\"\"><p id=\"caption-attachment-1122\" class=\"wp-caption-text\">RMSE\u640d\u5931\u51fd\u6578\u964d\u81f3\u6700\u4f4e<\/p><\/div>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E7%89%B9%E5%BE%B5%E9%87%8D%E8%A6%81%E6%80%A7\"><\/span><strong><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u7279\u5fb5\u91cd\u8981\u6027<\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u7531\u6a21\u578b\u7684\u7279\u5fb5\u91cd\u8981\u6027\u5716\u8868\u53ef\u4ee5\u770b\u5230\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">BOP\u3001DIV\u3001K\u7dda\u578b\u614b\u3001\u4e0a\u6ac3\u81ea\u71df\u5546\uff0c\u9019\u5e7e\u7a2e\u6307\u6a19\u662f\u6a21\u578b\u8a8d\u70ba\u6eff\u91cd\u8981\u7684\u6307\u6a19\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u96d6\u7136\u6280\u8853\u9762\u6307\u6a19\u4f54\u64da\u4e86\u6a21\u578b\u91cd\u8981\u6027\u7684\u524d\u5e7e\u540d\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u4f46\u6839\u64da\u5716\u8868\u4e5f\u80fd\u767c\u73fe\u6709\u4e0d\u5c11\u95dc\u65bc\u7c4c\u78bc\u9762\u7684\u6b04\u4f4d\u5728\u6a21\u578b\u5b78\u7fd2\u4e0a\u8d77\u5230\u4e86\u4e0d\u5c0f\u7684\u4f5c\u7528\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u8868\u660e\u7c4c\u78bc\u9762\u7684\u6578\u64da\u78ba\u5be6\u53ef\u4ee5\u4e92\u88dc\u773e\u591a\u6280\u8853\u6307\u6a19\u7121\u6cd5\u6355\u6349\u5230\u7684\u89d2\u5ea6\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u4e5f\u518d\u6b21\u5370\u8b49\u4e86\u6a5f\u5668\u5b78\u7fd2\u6d41\u7a0b\u4e2d\uff0c\u7279\u5fb5\u5de5\u7a0b\u626e\u6f14\u8457\u6975\u70ba\u91cd\u8981\u7684\u89d2\u8272\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<div id=\"attachment_1124\" style=\"width: 494px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-1124\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-1124 size-full\" src=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/importance.png\" alt=\"\u7279\u5fb5\u91cd\u8981\u6027\" width=\"484\" height=\"650\" srcset=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/importance.png 484w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/importance-223x300.png 223w\" sizes=\"(max-width: 484px) 100vw, 484px\" title=\"\"><p id=\"caption-attachment-1124\" class=\"wp-caption-text\">\u53ef\u770b\u51fa\u6a21\u578b\u8a8d\u70ba\u54ea\u4e9b\u7279\u5fb5\u8f03\u70ba\u91cd\u8981<\/p><\/div>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%8F%B0%E8%82%A1%E7%AD%96%E7%95%A5%E7%B8%BE%E6%95%88%E6%8E%A2%E8%A8%8E\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u53f0\u80a1\u7b56\u7565\u7e3e\u6548\u63a2\u8a0e<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u9019\u88e1\u5c07\u6bcf\u5468\u6a21\u578b\u9810\u6e2c\u51fa\u4f86\u7684\u6578\u503c\u5206\u62104\u7d44\u5206\u5225\u9032\u884c\u56de\u6e2c\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u7b2c\u4e00\u7d44\u70ba\u6bcf\u5468\u53ea\u8cfc\u8cb7\u6a21\u578b\u9810\u6e2c\u6578\u503c\u6700\u9ad8\u7684\u4e00\u6a94\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u7b2c\u4e8c\u7d44\u70ba\u6bcf\u5468\u53ea\u8cfc\u8cb7\u6a21\u578b\u9810\u6e2c\u6578\u503c\u6700\u9ad8\u7684\u524d\u5169\u6a94\uff0c\u4f9d\u6b64\u985e\u63a8\u3002<br \/>\n<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"AI_%E5%8F%AA%E9%81%B8%E7%AC%AC%E4%B8%80%E5%90%8D_%E7%AD%96%E7%95%A5\"><\/span><strong><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">AI \u53ea\u9078\u7b2c\u4e00\u540d \u7b56\u7565<\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u7531\u4e0b\u5716\u53ef\u4ee5\u770b\u5230\uff0c2021\u5e74\u3127\u5e74\u7684\u8868\u73fe\u53ef\u8aaa\u662f\u5982\u904e\u5c71\u8eca\u4e00\u822c\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u5f9e\u6700\u9ad8\u7684\u8fd1250%\u9ad8\u9ede\u4e00\u8def\u56de\u64a4\u81f3\u8fd1\u671f12\u6708\u768486%\u5de6\u53f3\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u5373\u4f7f\u5831\u916c\u96d6\u7136\u5f9e\u9ad8\u9ede\u5230\u6700\u5f8c\u88ab\u8170\u65ac\uff0c\u4f46\u6574\u9ad4\u5927\u90e8\u5206\u6642\u9593\u4ecd\u52dd\u904e\u5927\u76e4\u3002<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u7e3d\u9ad4\u4f86\u8aaa\uff0c\u9019\u500b\u7b56\u7565\u5831\u916c\u7387\u96d6\u7136\u770b\u4f3c\u4e0d\u932f\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u4f46\u98a8\u96aa\u8207\u7372\u5229\u7a69\u5b9a\u6027\u4e0d\u4f73\uff0c\u63a8\u6e2c\u5176\u539f\u56e0\u53ef\u80fd\u5728\u65bc\u53ea\u8cb7\u4e00\u6a94\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u5bb9\u932f\u6027\u592a\u4f4e\uff0c\u6a21\u578b\u82e5\u7a0d\u6709\u932f\u8aa4\u8a72\u5468\u5c31\u5b8c\u5168\u6c92\u6a5f\u6703\u4e86\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u56e0\u6b64\u4e0b\u9762\u6211\u5011\u4f86\u770b\u5982\u679c\u589e\u52a0\u6a94\u6578\u6703\u6709\u600e\u6a23\u7684\u7d50\u679c\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<div id=\"attachment_1115\" style=\"width: 1610px\" class=\"wp-caption alignnone\"><img aria-describedby=\"caption-attachment-1115\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-1115 size-full\" src=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plot2.png\" alt=\"AI \u53ea\u9078\u7b2c\u4e00\u540d\u7b56\u7565\" width=\"1600\" height=\"490\" srcset=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plot2.png 1600w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plot2-300x92.png 300w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plot2-1024x314.png 1024w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plot2-768x235.png 768w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plot2-1536x470.png 1536w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" title=\"\"><p id=\"caption-attachment-1115\" class=\"wp-caption-text\">\u6bcf\u5468\u53ea\u9078\u9810\u6e2c\u503c\u6700\u9ad8\u7684\u4e00\u6a94<\/p><\/div>\n<div id=\"attachment_1118\" style=\"width: 1103px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-1118\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-1118 size-full\" src=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/month1.png\" alt=\"\u5e74\/\u6708\u5831\u916c\u7387\" width=\"1093\" height=\"610\" srcset=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/month1.png 1093w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/month1-300x167.png 300w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/month1-1024x571.png 1024w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/month1-768x429.png 768w\" sizes=\"(max-width: 1093px) 100vw, 1093px\" title=\"\"><p id=\"caption-attachment-1118\" class=\"wp-caption-text\">2021\u5e74\u6bcf\u500b\u6708\u7684\u5831\u916c\u7387<\/p><\/div>\n<div id=\"attachment_1120\" style=\"width: 978px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-1120\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-1120 size-full\" src=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plots1.png\" alt=\"\u7e3e\u6548\u5206\u6790\" width=\"968\" height=\"716\" srcset=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plots1.png 968w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plots1-300x222.png 300w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plots1-768x568.png 768w\" sizes=\"(max-width: 968px) 100vw, 968px\" title=\"\"><p id=\"caption-attachment-1120\" class=\"wp-caption-text\">\u7e3e\u6548\u8868\u73fe : \u7d2f\u7a4d\u5831\u916c\u7387\u3001\u56de\u64a4\u7b49<\/p><\/div>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"AI_%E9%81%B8%E5%89%8D%E5%85%A9%E5%90%8D_%E7%AD%96%E7%95%A5\"><\/span><strong><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">AI \u9078\u524d\u5169\u540d \u7b56\u7565<\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u52a0\u5165\u7b2c\u4e8c\u540d\u5f8c\uff0c\u53ef\u4ee5\u767c\u73fe\u6700\u5927\u56de\u64a4\u5f9e\u539f\u672c\u768460%\u4e0b\u964d\u81f340%\u5de6\u53f3\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u96d6\u7136\u5831\u916c\u7387\u4e5f\u6709\u5c0f\u5e45\u4e0b\u964d\uff0c\u4f46\u6574\u9ad4Sharpe Ratio\u9084\u662f1.3\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u5370\u8b49\u589e\u52a0\u81f3\u524d\u5169\u540d\u78ba\u5be6\u53ef\u4ee5\u9054\u5230\u5206\u6563\u98a8\u96aa\u7684\u6548\u679c\u3002<br \/>\n<\/span><\/p>\n<p>&nbsp;<\/p>\n<div id=\"attachment_1116\" style=\"width: 1610px\" class=\"wp-caption alignnone\"><img aria-describedby=\"caption-attachment-1116\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-1116 size-full\" src=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plot3.png\" alt=\"AI \u9078\u524d\u5169\u540d\u7b56\u7565\" width=\"1600\" height=\"489\" srcset=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plot3.png 1600w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plot3-300x92.png 300w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plot3-1024x313.png 1024w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plot3-768x235.png 768w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plot3-1536x469.png 1536w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" title=\"\"><p id=\"caption-attachment-1116\" class=\"wp-caption-text\">\u6bcf\u5468\u53ea\u9078\u9810\u6e2c\u503c\u6700\u9ad8\u7684\u5169\u6a94<\/p><\/div>\n<div id=\"attachment_1113\" style=\"width: 1091px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-1113\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-1113 size-full\" src=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/month2.png\" alt=\"\u5e74\/\u6708\u5831\u916c\u7387\" width=\"1081\" height=\"604\" srcset=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/month2.png 1081w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/month2-300x168.png 300w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/month2-1024x572.png 1024w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/month2-768x429.png 768w\" sizes=\"(max-width: 1081px) 100vw, 1081px\" title=\"\"><p id=\"caption-attachment-1113\" class=\"wp-caption-text\">2021\u5e74\u6bcf\u500b\u6708\u7684\u5831\u916c\u7387<\/p><\/div>\n<div id=\"attachment_1119\" style=\"width: 976px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-1119\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-1119 size-full\" src=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plots3.png\" alt=\"\u7e3e\u6548\u5206\u6790\" width=\"966\" height=\"720\" srcset=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plots3.png 966w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plots3-300x224.png 300w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plots3-768x572.png 768w\" sizes=\"(max-width: 966px) 100vw, 966px\" title=\"\"><p id=\"caption-attachment-1119\" class=\"wp-caption-text\">\u7e3e\u6548\u8868\u73fe : \u7d2f\u7a4d\u5831\u916c\u7387\u3001\u56de\u64a4\u7b49<\/p><\/div>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"AI_%E9%81%B8%E5%89%8D%E5%9B%9B%E5%90%8D_%E7%AD%96%E7%95%A5\"><\/span><strong><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">AI \u9078\u524d\u56db\u540d \u7b56\u7565<\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u52a0\u5165\u7b2c\u4e8c\u540d\u6709\u6548\uff0c\u90a3\u518d\u52a0\u4e00\u4e9b\u5462\uff1f<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u5982\u679c\u63db\u6210\u524d\u56db\u540d\uff0c\u53ef\u4ee5\u770b\u5230\u6700\u5927\u56de\u64a4\u66f4\u662f\u9032\u4e00\u6b65\u5730\u964d\u4f4e\u81f320%\u5de6\u53f3\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u96d6\u7136\u5831\u916c\u7387\u518d\u6b21\u4e0b\u964d\uff0c\u4f46\u6574\u9ad4\u7a69\u5b9a\u5ea6\u63d0\u5347\u4e86\u8a31\u591a\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u4e0d\u518d\u767c\u751f\u7372\u5229\u5927\u56de\u5410\u7684\u60c5\u6cc1\uff0c<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">Sharpe Ratio\u4e5f\u589e\u52a0\u81f31.4\uff0c\u70ba\u76ee\u524d\u6700\u512a\u7684\u4e00\u500b\u7b56\u7565\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<div id=\"attachment_1121\" style=\"width: 1610px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-1121\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-1121 size-full\" src=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plot1.png\" alt=\"AI \u9078\u524d\u56db\u540d\u7b56\u7565\" width=\"1600\" height=\"489\" srcset=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plot1.png 1600w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plot1-300x92.png 300w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plot1-1024x313.png 1024w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plot1-768x235.png 768w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plot1-1536x469.png 1536w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" title=\"\"><p id=\"caption-attachment-1121\" class=\"wp-caption-text\">\u6bcf\u5468\u53ea\u9078\u9810\u6e2c\u503c\u6700\u9ad8\u7684\u56db\u6a94<\/p><\/div>\n<div id=\"attachment_1114\" style=\"width: 1094px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-1114\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-1114 size-full\" src=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/month3.png\" alt=\"\u5e74\/\u6708\u5831\u916c\u7387\" width=\"1084\" height=\"601\" srcset=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/month3.png 1084w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/month3-300x166.png 300w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/month3-1024x568.png 1024w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/month3-768x426.png 768w\" sizes=\"(max-width: 1084px) 100vw, 1084px\" title=\"\"><p id=\"caption-attachment-1114\" class=\"wp-caption-text\">2021\u5e74\u6bcf\u500b\u6708\u7684\u5831\u916c\u7387<\/p><\/div>\n<div id=\"attachment_1117\" style=\"width: 973px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-1117\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-1117 size-full\" src=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plots2.png\" alt=\"\u7e3e\u6548\u5206\u6790\" width=\"963\" height=\"723\" srcset=\"https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plots2.png 963w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plots2-300x225.png 300w, https:\/\/artificialintelligencepro.com.tw\/wp-content\/uploads\/2022\/02\/plots2-768x577.png 768w\" sizes=\"(max-width: 963px) 100vw, 963px\" title=\"\"><p id=\"caption-attachment-1117\" class=\"wp-caption-text\">\u7e3e\u6548\u8868\u73fe : \u7d2f\u7a4d\u5831\u916c\u7387\u3001\u56de\u64a4\u7b49<\/p><\/div>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E7%B5%90%E8%AB%96%E8%88%87%E6%9C%AA%E4%BE%86%E5%B1%95%E6%9C%9B\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u7d50\u8ad6\u8207\u672a\u4f86\u5c55\u671b<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E9%81%B8%E8%82%A1%E5%8F%AF%E4%BB%A5%E6%98%AF%E4%B8%80%E9%96%80%E8%97%9D%E8%A1%93%EF%BC%8C%E4%B9%9F%E5%8F%AF%E4%BB%A5%E6%98%AF%E4%B8%80%E9%96%80%E7%A7%91%E5%AD%B8\"><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u9078\u80a1\u53ef\u4ee5\u662f\u4e00\u9580\u85dd\u8853\uff0c\u4e5f\u53ef\u4ee5\u662f\u4e00\u9580\u79d1\u5b78<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><span style=\"font-weight: 400; font-size: 14pt;\">\u672c\u6587\u7814\u7a76\u6bd4\u8f03\u4e86\u7c4c\u78bc\u9762\u8cc7\u6599\u5c0d\u65bc\u9078\u80a1\u7b56\u7565\u7684\u6709\u6548\u6027\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><span style=\"font-weight: 400; font-size: 14pt;\">\u4e5f\u5f9e\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\u4e2d\u4e86\u89e3\u5230\u6f14\u7b97\u6cd5\u8a8d\u70ba\u7a76\u7adf\u662f\u54ea\u4e9b\u6280\u8853\u9762\u6216\u7c4c\u78bc\u9762\u7684\u8cc7\u6599\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: 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style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><span style=\"font-weight: 400; font-size: 14pt;\">\u5728\u6a5f\u5668\u5b78\u7fd2\u7b56\u7565\u7684\u5be6\u9a57\u53ef\u4ee5\u767c\u73fe\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><span style=\"font-weight: 400; font-size: 14pt;\">\u5c0d\u65bc\u7279\u5fb5\u5de5\u7a0b\u800c\u8a00\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><span style=\"font-weight: 400; font-size: 14pt;\">\u5927\u91cf\u4f7f\u7528\u6280\u8853\u9762\u548c\u7c4c\u78bc\u9762\u505a\u70ba\u6a21\u578b\u5b78\u7fd2\u7684\u7279\u5fb5\u8fd1200\u500b\u6b04\u4f4d\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><span style=\"font-weight: 400; font-size: 14pt;\">\u80fd\u8b93\u6a21\u578b\u5f9e\u591a\u500b\u89d2\u5ea6\u5b78\u7fd2\u5982\u4f55\u66f4\u6709\u6548\u5730\u9810\u6e2c\u53f0\u80a1\u672a\u4f86\u4e00\u9031\u5831\u916c\u7387\u7684\u5206\u5e03\u60c5\u5f62\uff1b<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><span style=\"font-weight: 400; font-size: 14pt;\">\u5c0d\u65bc\u6a21\u578b\u8a13\u7df4\u800c\u8a00\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><span style=\"font-weight: 400; font-size: 14pt;\">\u52a0\u5165\u7c4c\u78bc\u9762\u7684\u8cc7\u6599\u4e5f\u78ba\u5be6\u53ef\u4ee5\u63d0\u5347\u6a21\u578b\u7684\u5b78\u7fd2\u6210\u6548\uff0c\u964d\u4f4e\u640d\u5931\u51fd\u6578RMSE\u3002<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><span style=\"font-weight: 400; font-size: 14pt;\">\u82e5\u672a\u4f86\u6709\u6a5f\u6703\u518d\u5c07\u6b64\u5c08\u984c\u6539\u9032\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><span style=\"font-weight: 400; font-size: 14pt;\">\u4f8b\u5982\u4f7f\u7528\u5176\u4ed6\u6c7a\u7b56\u6a39\u6a21\u578b\u5982XGBoost\u3001LightGBM\u6216\u662f\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\u3001<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><span style=\"font-weight: 400; font-size: 14pt;\">\u751a\u81f3\u793a\u628a\u591a\u7a2e\u4e0d\u540c\u7684\u6a21\u578b\u505a\u96c6\u6210\u5b78\u7fd2\u6216\u662f\u63d0\u9ad8\u6a21\u578b\u91cd\u65b0\u8a13\u7df4\u983b\u7387\u7b49\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><span style=\"font-weight: 400; font-size: 14pt;\">\u5176\u4ed6\u65b9\u9762\u518d\u505a\u5f97\u66f4\u7d30\u7dfb\u4e00\u4e9b\uff0c\u76f8\u4fe1\u6a21\u578b\u7e3e\u6548\u9084\u6709\u518d\u9032\u6b65\u7684\u7a7a\u9593 !<\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #ff0000;\"><strong><span style=\"font-size: 18pt; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u514d\u8cac\u8072\u660e<\/span><\/strong><\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><strong><span style=\"font-size: 14pt; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u672c\u7bc7\u6587\u7ae0\u7684\u6240\u6709\u5167\u5bb9\u7d14\u5c6c\u500b\u4eba\u5206\u6790\u89c0\u9ede\uff0c\u4e0d\u69cb\u6210\u4efb\u4f55\u6295\u8cc7\u5efa\u8b70\uff0c<\/span><\/strong><\/p>\n<p style=\"padding-left: 40px;\"><strong><span style=\"font-size: 14pt; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u4efb\u4f55\u6578\u64da\u50c5\u53ea\u662f\u6839\u64da\u904e\u53bb\u7684\u7d50\u679c\u6240\u505a\u7684\u4f30\u7b97\u6216\u5206\u6790\u7d50\u679c\uff0c\u4e0d\u61c9\u88ab\u8996\u70ba\u78ba\u5207\u7684\u6536\u76ca\u6578\u64da\u3002<\/span><\/strong><\/p>\n<p style=\"padding-left: 40px;\"><strong><span style=\"font-size: 14pt; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">\u6240\u6709\u6578\u5b57\u50c5\u70ba\u8aaa\u660e\u7528\u9014\uff0c\u4e26\u975e\u6295\u8cc7\u5efa\u8b70\uff0c\u6295\u8cc7\u6709\u98a8\u96aa\uff0c\u6295\u8cc7\u4eba\u61c9\u5177\u5099\u7368\u7acb\u601d\u8003\u7684\u80fd\u529b\u3002<\/span><\/strong><\/p>\n<p>&nbsp;<\/p>\n<h4><span style=\"font-size: 24pt; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\">Call To Action<\/span><\/h4>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400; font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\">\u6b61\u8fce\u4efb\u4f55\u80fd\u4f7f\u9019\u7bc7\u6587\u7ae0\u6539\u9032\u7684\u610f\u898b\uff0c\u5982\u679c\u6709\u554f\u984c\u6216\u60f3\u6cd5\u90fd\u6b61\u8fce\u5728\u4e0b\u9762\u544a\u8a34\u6211\u5011\u5594 !<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\"><span style=\"font-weight: 400;\">\u6700\u5f8c\uff0c\u5982\u679c\u4f60\u5f88\u8a8d\u540c\u9019\u7bc7\u6587\u7ae0\u7684\u5206\u6790\u65b9\u5f0f\uff0c\u6216\u662f\u89ba\u5f97\u9019\u7bc7\u6587\u7ae0\u6709\u5e6b\u52a9\u5230\u4f60\uff0c<\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-size: 14pt;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><span style=\"font-weight: 400;\">\u8acb\u5e6b\u6211\u5011<\/span><\/span><span style=\"font-size: 18pt;\"><strong>\u591a\u6309\u5e7e\u6b21Like<\/strong><\/span><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei';\"><b>\uff0c<\/b><span style=\"font-weight: 400;\">\u60a8\u7684\u652f\u6301\u662f\u6211\u5011\u7814\u7a76\u6700\u5927\u7684\u52d5\u529b\uff0c<\/span><\/span><\/span><\/p>\n<p style=\"padding-left: 40px;\"><span style=\"font-family: \u5fae\u8edf\u6b63\u9ed1\u9ad4, 'Microsoft JhengHei'; font-size: 14pt;\"><span style=\"font-size: 18pt;\"><b>\u62cd\u624b\u662f\u4e0d\u9700\u8981\u4ed8\u4efb\u4f55\u8cbb\u7528\u7684\u5594<\/b><\/span><span style=\"font-weight: 400;\">\u3002<\/span><\/span><\/p>\n<!--CusAds0-->\n<div style=\"font-size: 0px; height: 0px; line-height: 0px; margin: 0; padding: 0; clear: both;\"><\/div>","protected":false},"excerpt":{"rendered":"<p>\u5982\u4f55\u7528AI\u88fd\u4f5c\u9078\u80a1\u7b56\u7565? &nbsp; \u6a5f\u5668\u5b78\u7fd2\u662f\u73fe\u4eca\u4eba\u5de5\u667a\u6167(AI)\u6d6a\u6f6e\u4e0b\u7684\u4ee3\u8868\u6027\u6280\u8853\uff0c \u5c07\u6a5f\u5668\u5b78\u7fd2\u6f14\u7b97\u6cd5\u61c9&hellip; <br \/> <a class=\"read-more\" href=\"https:\/\/artificialintelligencepro.com.tw\/taiwan-stock-selection\/\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":1037,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[24],"tags":[],"_links":{"self":[{"href":"https:\/\/artificialintelligencepro.com.tw\/wp-json\/wp\/v2\/posts\/1109"}],"collection":[{"href":"https:\/\/artificialintelligencepro.com.tw\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/artificialintelligencepro.com.tw\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/artificialintelligencepro.com.tw\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/artificialintelligencepro.com.tw\/wp-json\/wp\/v2\/comments?post=1109"}],"version-history":[{"count":3,"href":"https:\/\/artificialintelligencepro.com.tw\/wp-json\/wp\/v2\/posts\/1109\/revisions"}],"predecessor-version":[{"id":1131,"href":"https:\/\/artificialintelligencepro.com.tw\/wp-json\/wp\/v2\/posts\/1109\/revisions\/1131"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/artificialintelligencepro.com.tw\/wp-json\/wp\/v2\/media\/1037"}],"wp:attachment":[{"href":"https:\/\/artificialintelligencepro.com.tw\/wp-json\/wp\/v2\/media?parent=1109"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/artificialintelligencepro.com.tw\/wp-json\/wp\/v2\/categories?post=1109"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/artificialintelligencepro.com.tw\/wp-json\/wp\/v2\/tags?post=1109"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}