{"id":3671,"date":"2021-07-20T17:51:29","date_gmt":"2021-07-20T09:51:29","guid":{"rendered":"https:\/\/fa.cycu.edu.tw\/?p=3671"},"modified":"2021-07-21T16:26:50","modified_gmt":"2021-07-21T08:26:50","slug":"%e3%80%90%e7%ac%ac%e4%ba%8c%e5%b1%86%e5%af%b6%e7%a2%a9-art-%e7%a8%8b%e5%bc%8f%e4%ba%a4%e6%98%93%e7%ab%b6%e8%b3%bd%e3%80%91","status":"publish","type":"post","link":"https:\/\/fa.cycu.edu.tw\/?p=3671","title":{"rendered":"\u3010\u7b2c\u4e8c\u5c46\u5bf6\u78a9 ART \u7a0b\u5f0f\u4ea4\u6613\u7af6\u8cfd\u3011"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3671\" class=\"elementor elementor-3671\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-51e9800 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"51e9800\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4570e22\" data-id=\"4570e22\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0feb665 elementor-widget elementor-widget-text-editor\" data-id=\"0feb665\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u00a0\u3010\u7b2c\u4e8c\u5c46\u5bf6\u78a9 ART \u7a0b\u5f0f\u4ea4\u6613\u7af6\u8cfd\u3011<\/p><p>AI \u7a0b\u5f0f\u4ea4\u6613\u7684\u6642\u4ee3\u4f86\u81e8\u52e2\u4e0d\u53ef\u64cb\uff01\uff01\u5168\u7403\u591a\u5bb6\u77e5\u540d\u91d1\u878d\u6a5f\u69cb\u7a4d\u6975\u8f49\u578b\u3002JPMorgan \u6307\u51fa\uff0c\u76ee\u524d\u5168\u7f8e\u80a1\u7968\u4ea4\u6613\u5e02\u5834\u5df2\u7d93\u4e0d\u5230 10% \u662f\u4ee5\u50b3\u7d71\u7684\u500b\u80a1\u6311\u9078\u65b9\u5f0f(Fundamental Stock Picking)\u9032\u884c\u3002\u5176\u9918\u7684\u4ea4\u6613\u591a\u6578\u4ee5\u88ab\u52d5\u5f0f(Passive)\u6295\u8cc7\u53ca\u96fb\u8166\u7a0b\u5f0f\u4ea4\u6613\u70ba\u4e3b\uff0c\u800c\u4e14\u76ee\u524d\u8da8\u52e2\u4e00\u76f4\u4e0a\u5347\u4e2d\u3002\u9ad8\u76db\u7e3d\u88c1\u53ca\u71df\u904b\u9577\u6240\u7f85\u9580(David Solomen)\u8868\u793a\uff0c\u56e0\u61c9\u91d1\u878d\u79d1\u6280\u7684\u65b0\u8da8\u52e2\uff0c\u9ad8\u76db\u76ee\u524d\u4ea4\u6613\u54e1\u5be5\u5be5\u7121\u5e7e\uff0c\u96fb\u8166\u5de5\u7a0b\u5e2b\u5247\u589e\u81f3\u7d04\u4f54\u516c\u53f8\u7e3d\u4eba\u529b 25% \u4ee5\u4e0a\u3002\u591a\u6578\u6295\u8cc7\u6a5f\u69cb\u4ea6\u5c07\u4ed6\u5011\u624b\u4e0a\u5927\u91cf\u8cc7\u7522\uff0c\u8f49\u81f3\u6295\u8cc7\u90e8\u9580\u5c08\u7814\u91cf\u5316\u6295\u8cc7(Quantitative trading)\u7684\u5718\u968a\u3002\u4f46\u8207\u6b64\u540c\u6642\u6bbf\u5802\u7d1a\u57fa\u91d1\u7d93\u7406\u4eba\u5df4\u83f2\u7279\u4ecd\u7136\u5fe0\u65bc\u50b3\u7d71\u50f9\u503c\u6295\u8cc7\u6cd5\uff0c\u65d7\u4e0b\u516c\u53f8 \u6ce2\u514b\u590f\uff0e\u6d77\u745f\u5a01(Berkshire Hathaway)\u7684\u6295\u7d44\u8907\u5408\u5e74\u5747\u589e\u9577\u7387(CAGR)\u5f9e 1965 \u5e74\u81f3 2020 \u5e74\u9ad8\u9054 20%\uff0c \u6bd4\u540c\u671f\u5927\u76e4\u548c\u773e\u591a\u50b3\u7d71\u57fa\u91d1\u7d93\u7406\u8868\u73fe\u512a\u79c0\u3002\u5230\u5e95\u662f AI \u7a0b\u5f0f\u4ea4\u6613\u52dd\u51fa\u6216\u50b3\u7d71\u50f9\u503c\u6295\u8cc7\u6cd5\u8f03\u512a\uff01\uff1f\u5bf6\u78a9\u8ca1\u52d9\u79d1\u6280\u516c\u53f8\u3010\u4e0a\u6ac3\u4ee3\u78bc\uff1a5210\u3011\u70ba\u9f13\u52f5\u5ee3\u5927\u53f0\u7063\u6295\u8cc7\u8005\u8f49\u578b\u4f7f\u7528\u7a0b\u5f0f\u4ea4\u6613\uff0c\u4e26\u8b93\u50b3\u7d71\u4ea4\u6613\u548c\u7a0b\u5f0f\u4ea4\u6613\u4e00\u6c7a\u9ad8\u4e0b\uff01\u7279\u796d\u51fa\u7e3d\u51a0\u8ecd 100,000 \u5143\uff01\u53ca\u7e3d\u734e\u91d1\u8fd1 200,000 \u5143\u7684\u734e\u91d1\u53ca\u5be6\u52d9\u64cd\u76e4\u6a5f\u6703\u63d0\u4f9b\u4ee5\u734e\u52f5\u5927\u5bb6\u53c3\u8207\u4eba\u6a5f\u7af6\u8cfd\uff01\u8acb\u8d95\u5feb\u5831\u540d\uff01\u5728\u75ab\u60c5\u671f\u9593\u53ef\u76e1\u60c5\u935b\u934a\u8207\u5c55\u73fe\u60a8\u7684\u6295\u8cc7\u9ad8\u8d85\u6f5b\u80fd\uff01<\/p><p>\u7af6\u8cfd\u7d44\u5225<\/p><p>\u300c\u7b2c\u4e8c\u5c46\u5bf6\u78a9 ART \u7a0b\u5f0f\u4ea4\u6613\u7af6\u8cfd &#8211; \u7af6\u8cfd\u7d44\u5225 &#8211; \u7a0b\u5f0f\u4ea4\u6613\u7d44\u300d<\/p><p>\u00b7 \u9069\u5408\u5c0d\u8c61\uff1a<\/p><p>&#8211; \u53ef\u4ee5 Python \u7a0b\u5f0f\u8a9e\u8a00\u64cd\u4f5c\u8005<\/p><p>&#8211; \u5177\u91d1\u878d\u5546\u54c1\u4ea4\u6613\u7d93\u9a57\u8005<\/p><p>&#8211; \u53c3\u8cfd\u8005\u9808\u70ba 18 \u6b72\u4ee5\u4e0a\u4e4b\u4e2d\u83ef\u6c11\u570b\u5883\u5167\u4e4b\u5c45\u4f4f\u500b\u4eba<\/p><p>\u00b7 \u7af6\u8cfd\u4f7f\u7528\u5de5\u5177\uff1a<\/p><p>o\u300cApex Robot Trader \u7a0b\u5f0f\u4ea4\u6613\u300d\u5e73\u53f0 &#8211; \u5bf6\u78a9\u8ca1\u52d9\u79d1\u6280\u80a1\u4efd\u6709\u9650\u516c\u53f8\u63d0\u4f9b<\/p><p>* \u4e3b\u8fa6\u65b9\u70ba\u672c\u7d44\u53c3\u8cfd\u8005\u63d0\u4f9b\u300cApex Robot Trader\u300d\u5e73\u53f0\u4f7f\u7528\u6559\u5b78\uff0c\u8a73\u898b\u300c\u6d3b\u52d5\u8fa6\u6cd5\u300d<\/p><p>\u300c\u7b2c\u4e8c\u5c46\u5bf6\u78a9 ART \u7a0b\u5f0f\u4ea4\u6613\u7af6\u8cfd &#8211; \u7af6\u8cfd\u7d44\u5225 &#8211; \u4e00\u822c\u4ea4\u6613\u7d44\u300d<\/p><p>\u00b7 \u9069\u5408\u5c0d\u8c61\uff1a<\/p><p>&#8211; \u5177\u91d1\u878d\u5546\u54c1\u4ea4\u6613\u7d93\u9a57\u8005<\/p><p>&#8211; \u5927\u5b78\u751f\u53ca\u4e00\u822c\u793e\u6703\u5927\u773e<\/p><p>&#8211; \u53c3\u8cfd\u8005\u9808\u70ba 18 \u6b72\u4ee5\u4e0a\u4e4b\u4e2d\u83ef\u6c11\u570b\u5883\u5167\u4e4b\u5c45\u4f4f\u500b\u4eba<\/p><p>\u00b7 \u7af6\u8cfd\u4f7f\u7528\u5de5\u5177\uff1a<\/p><p>o \u300c\u91d1\u878d\u96f2\u300d\u5e73\u53f0 &#8211; \u5bf6\u78a9\u8ca1\u52d9\u79d1\u6280\u80a1\u4efd\u6709\u9650\u516c\u53f8\u63d0\u4f9b<\/p><p>* \u4e00\u822c\u4eff\u771f\u4ea4\u6613\u65b9\u5f0f<\/p><p>\uff3b\u7af6\u8cfd\u898f\u5247\uff3d<\/p><p>1. \u7a0b\u5f0f\u4ea4\u6613\u7d44\u548c\u548c\u4e00\u822c\u4ea4\u6613\u7d44\u7684\u53ef\u4ea4\u6613\u5546\u54c1\u3001\u7af6\u8cfd\u898f\u5247\u8207\u6642\u7a0b\u76f8\u540c\uff0c\u524d\u8005\u900f\u904e\u300cApex Robot Trader\u300d\u5e73\u53f0\u64cd\u4f5c\uff0c\u5f8c\u8005\u900f\u904e\u300c\u91d1\u878d\u96f2\u300d\u5e73\u53f0\u64cd\u4f5c\uff0c\u5169\u7d44\u53c3\u8cfd\u8005\u6700\u7d42\u4ee5\u6295\u8cc7\u5831\u916c\u7387\u9ad8\u4f4e\u722d\u596a\u7e3d\u51a0\u8ecd\u4e59\u540d\u3002<\/p><p>2. \u300cApex Robot Trader\u300d\u5e73\u53f0\u652f\u63f4 Python \u7de8\u8f2f\u7a0b\u5f0f\u4ea4\u6613\uff0c\u4e0d\u8a2d\u4efb\u4f55\u624b\u52d5\u4ea4\u6613\u529f\u80fd ; \u300c\u91d1\u878d\u96f2\u300d\u5e73\u53f0\u5247\u9700\u4eba\u624b\u64cd\u76e4\u3002\u53c3\u8cfd\u8005\u53ea\u80fd\u53c3\u52a0\u5176\u4e2d\u4e59\u7d44\uff0c\u5982\u4e3b\u8fa6\u65b9\u767c\u73fe\u4efb\u4f55\u540c\u6642\u5831\u540d\u5169\u7d44\u4e4b\u53d6\u5de7\u60c5\u6cc1\uff0c\u4f8b\u5982\u4e0b\u55ae IP \u548c\u6295\u8cc7\u8ecc\u8de1\u76f8\u540c\u7b49\u8b49\u64da\uff0c \u76f8\u95dc\u53c3\u8cfd\u8005\u5c07\u88ab\u53d6\u6d88\u8cc7\u683c\u3002<\/p><p>3. \u6240\u6709\u53c3\u8cfd\u8005\u7684\u4ea4\u6613\u5e33\u865f\u4e4b\u4e0b\u5206\u70ba\u8b49\u5238\u5e33\u6236\u53ca\u671f\u6b0a\u5e33\u6236\uff0c\u865b\u64ec\u7af6\u8cfd\u521d\u59cb\u91d1\u984d\u70ba\u65b0\u53f0\u5e63\u4e00\u5343\u842c\u3002<\/p><p>4. \u4ea4\u6613\u6a19\u7684\u5982\u4e0b\uff1a<\/p><p>o \u80a1\u7968\uff1a\u81fa\u7063\u4e0a\u5e02\u8207\u4e0a\u6ac3\u80a1\u7968\uff1b\u672c\u7af6\u8cfd\u4e0d\u958b\u653e\u4fe1\u7528\u4ea4\u6613\u8207\u96f6\u80a1\u4ea4\u6613<\/p><p>o \u671f\u8ca8\uff1a\u81fa\u6307\u671f\u8ca8\u3001\u5c0f\u578b\u81fa\u6307\u671f\u8ca8\u3001\u91d1\u878d\u671f\u8ca8\u3001\u96fb\u5b50\u671f\u8ca8\u3001\u975e\u91d1\u96fb\u671f\u8ca8\u3001\u6ac3\u8cb7\u671f\u8ca8\u3001\u81fa\u7063 50 \u671f\u8ca8<\/p><p>o \u9078\u64c7\u6b0a\uff1a\u53f0\u6307\u9078\u64c7\u6b0a<\/p><p>5. \u82e5\u7cfb\u7d71\u56e0\u70ba\u4efb\u4f55\u56e0\u7d20\u5c0e\u81f4\u50f9\u683c\u932f\u8aa4\u3001\u5ef6\u8aa4\u3001\u64ae\u5408\u6a5f\u5236\u5931\u6548\uff0c\u4e3b\u8fa6\u65b9\u5f97\u8996\u60c5\u5f62\u5ba3\u4f48\u7576\u5929\u4ea4\u6613\u7121\u6548\uff0c\u4e26\u56de\u6eaf\u81f3\u524d\u4e00\u6709\u6548\u4ea4\u6613\u65e5\u4e4b\u4ea4\u6613\u7d50\u679c\u3002<\/p><p>6. \u5982\u6709\u4efb\u4f55\u5176\u4ed6\u722d\u8b70\uff0c\u4e3b\u8fa6\u65b9\u64c1\u6709\u7af6\u8cfd\u6700\u7d42\u89e3\u91cb\u6b0a\u3002\u5176\u4ed6\u8a73\u7d30\u734e\u9805\u6a19\u6e96\u53ca\u4ea4\u6613\u898f\u5247\u8acb\u53c3\u95b1\u300c\u6d3b\u52d5\u8fa6\u6cd5\u300d\u3002<\/p><p>\uff3b\u5831\u540d\u65b9\u6cd5\uff3d<\/p><p>\u00b7 \u5831\u540d\u8cbb\uff1a\u4e0d\u5206\u7d44\u5225\uff0c\u6bcf\u4f4d NT$500<\/p><p>\u00b7 \u65e9\u9ce5\u512a\u60e0\uff1a\u4e8c\u4eba\u540c\u884c\u4e00\u4eba\u514d\u8cbb (06\/15 ~ 08\/06 \u671f\u9593)<\/p><p>* \u5176\u4e2d\u4e00\u4eba\u5831\u540d\u4ed8\u8cbb\u5f8c\uff0c\u7cfb\u7d71\u5bc4\u51fa\u300c\u7af6\u8cfd\u514d\u8cbb\u514c\u63db\u5238\u300d\u65b9\u5f0f<\/p><p>\u5831\u540d\u6d41\u7a0b\uff1a<\/p><p>\u00b7 step 1. \u6383\u7784\u4e0b\u5716QR Code\u300c\u7acb\u5373\u5831\u540d\u300d<\/p><p>\u00b7 step 2. \u767b\u5165\u5e73\u53f0\u6703\u54e1\u7cfb\u7d71 \/ \u8a3b\u518a\u65b0\u6703\u54e1<\/p><p>\u00b7 step 3. \u7e73\u4ed8\u5831\u540d\u8cbb\u7528(\u7da0\u754c\u91d1\u6d41)<\/p><p>\u00b7 step 4. \u96fb\u90f5\u78ba\u8a8d\u4ed8\u6b3e\u6210\u529f<\/p><p>\u00b7 step 5. \u7372\u5f97\u7af6\u8cfd\u6b0a\u9650\u53ca\u512a\u60e0\u514c\u63db\u5238<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-14a3f20 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"14a3f20\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-fd3ec66\" data-id=\"fd3ec66\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-19f68be elementor-widget elementor-widget-image\" data-id=\"19f68be\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/fa.cycu.edu.tw\/wp-content\/uploads\/1626772432827-2.jpg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-93ccef5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"93ccef5\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-79f03e3\" data-id=\"79f03e3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-72d3c8e elementor-widget elementor-widget-image\" data-id=\"72d3c8e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/fa.cycu.edu.tw\/wp-content\/uploads\/0720.jpg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-7bf2a52\" data-id=\"7bf2a52\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b3eb8f3 elementor-widget elementor-widget-image\" data-id=\"b3eb8f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"960\" height=\"560\" src=\"https:\/\/fa.cycu.edu.tw\/wp-content\/uploads\/0720-1.jpg\" class=\"attachment-large size-large wp-image-3677\" alt=\"\" srcset=\"https:\/\/fa.cycu.edu.tw\/wp-content\/uploads\/0720-1.jpg 960w, https:\/\/fa.cycu.edu.tw\/wp-content\/uploads\/0720-1-768x448.jpg 768w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d463a4c elementor-section-boxed elementor-section-height-default 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