{"id":791,"date":"2021-04-04T15:20:37","date_gmt":"2021-04-04T07:20:37","guid":{"rendered":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=791"},"modified":"2026-01-06T17:37:24","modified_gmt":"2026-01-06T09:37:24","slug":"%e8%b7%a8%e5%9f%9f%e6%99%ba%e6%85%a7%e5%89%b5%e6%96%b0%e5%ad%b8%e7%a8%8b-2","status":"publish","type":"page","link":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=791","title":{"rendered":"\u8de8\u57df\u667a\u6167\u5275\u65b0\u5b78\u7a0b"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"style-svg\" style=\"margin: auto; margin-bottom: 20px;\" src=\"https:\/\/bap2.cm.nsysu.edu.tw\/wp-content\/uploads\/2021\/07\/\u6d77\u5831_2021\u79cb.svg\" alt=\"alt-text\" width=\"648\" height=\"1024\" \/><\/p>\n<h2><span style=\"color: #008000; margin-top: 15px;\">\u3010\u6559\u80b2\u90e8\u3011\u8de8\u57df\u667a\u6167\u5275\u65b0\u4eba\u624d\u57f9\u80b2\u8a08\u756b<\/span><\/h2>\n<h4 style=\"text-align: left;\"><strong><span style=\"color: #008000;\">\u53d6\u5f97\u5fae\u5b78\u7a0b\u8a8d\u8b49\uff0c\u6210\u70ba\u6700\u6436\u624b\u7684\u4eba\u624d<\/span><\/strong><\/h4>\n<p>\u54c8\u4f5b\u5546\u696d\u8a55\u8ad6\u66fe\u7d93\u5c07\u8cc7\u6599\u79d1\u5b78\u5bb6(Data Scientist)\u6bd4\u55bb\u70ba<a href=\"https:\/\/hbr.org\/2012\/10\/data-scientist-the-sexiest-job-of-the-21st-century\">21\u4e16\u7d00\u6700\u6027\u611f\u7684\u5de5\u4f5c<\/a>\uff0c\u4f9d\u64daLinkedIn\u7684\u7d71\u8a08\uff0c\u5728\u7f8e\u570b\u8207\u5546\u696d\u6578\u64da\u5206\u6790\u76f8\u95dc\u7684\u4eba\u529b\u9700\u6c42\u5728\u904e\u53bb<a href=\"https:\/\/economicgraph.linkedin.com\/resources\/linkedin-workforce-report-december-2017\">\u4e94\u5e74\u4e4b\u9593\u6210\u9577\u4e86\u516d\u500d<\/a>\uff0c2018\u5e74\u5149\u662f\u5728\u5168\u7f8e\u5404\u5927\u90fd\u5e02\u7684<a href=\"https:\/\/economicgraph.linkedin.com\/resources\/linkedin-workforce-report-august-2018\">\u9700\u6c42\u7f3a\u53e3\u5c31\u5df2\u7d93\u8d85\u904e15\u842c\u4eba<\/a>\uff1b\u5728\u53f0\u7063\uff0c\u6839\u64da<a 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href=\"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=1221\">\u5546\u696d\u5927\u6578\u64da\u5206\u6790<\/a>\uff0c<a href=\" https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=1223\">\u6578\u4f4d\u884c\u92b7\u8207\u96fb\u5b50\u5546\u52d9<\/a>\u548c<a href=\" https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=1225\">\u91d1\u878d\u79d1\u6280\u8207\u670d\u52d9\u5275\u65b0<\/a>\u9019\u4e09\u500b\u5fae\u5b78\u7a0b(\u5982\u4e0b\u5716)\u3002\u5b78\u7a0b\u4e4b\u4e2d\u6211\u5011\u6574\u5408\u4e86<a href=\"https:\/\/www.edx.org\/professional-certificate\/harvardx-data-science\">\u54c8\u4f5b\u5546\u5b78\u9662<\/a>\u3001<a href=\"https:\/\/www.coursera.org\/specializations\/business-analytics\">\u83ef\u9813\u5546\u5b78\u9662<\/a>\u3001<a href=\"https:\/\/www.edx.org\/course\/the-analytics-edge-0\">\u9ebb\u7701\u7406\u5de5\u53f2\u9686\u5546\u5b78\u9662<\/a>\u7b49\u5341\u9918\u6240\u77e5\u540d\u5546\u5b78\u9662\u7684\u7dda\u4e0a\u8ab2\u7a0b\u5167\u5bb9\uff0c\u5c07\u5b78\u7fd2\u76ee\u6a19\u8a2d\u5b9a\u70ba\u300c<span 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#008000;\">\u6240\u6709\u7684\u7cfb\u6240\u3001\u5927\u4e09\u4ee5\u4e0a<\/span>\u7684\u5728\u6821\u751f\u9032\u884c\u62db\u751f\uff1b\u7136\u800c\uff0c\u975e\u8cc7\u8a0a\u80cc\u666f\u7684\u540c\u5b78\u60f3\u8981\u5b78\u6703\u5927\u6578\u64da\u548c\u4eba\u5de5\u667a\u6167\u7684\u7a0b\u5f0f\u8a2d\u8a08\u4e26\u4e0d\u5bb9\u6613\uff0c\u5728\u53c3\u8003\u904e\u570b\u5916\u540d\u6821(\u54c8\u4f5b\u5927\u5b78\u3001\u9ebb\u7701\u7406\u5de5\u5b78\u9662\u3001\u8cd3\u5927\u83ef\u9813\u5546\u5b78\u9662\u3001\u52a0\u5dde\u67cf\u514b\u840a\u5927\u5b78\u3001\u54e5\u502b\u6bd4\u4e9e\u5927\u5b78\u7b49\u7b49)\u5c08\u70ba\u975e\u8cc7\u8a0a\u80cc\u666f\u7684\u5b78\u751f\u6240\u958b\u8a2d\u7684\u76f8\u95dc\u7dda\u4e0a\u8ab2\u7a0b\u4e4b\u5f8c\uff0c\u6211\u5011\u8a8d\u70ba\u82b1\u591a\u4e00\u9ede\u6642\u9593\u628a\u57fa\u790e\u6253\u597d\u78ba\u5be6\u662f\u6709\u5176\u5fc5\u8981\u7684(\u6cc1\u4e14\u4e5f\u53ea\u6709\u5728\u5b78\u6821\u7684\u74b0\u5883\u624d\u53ef\u80fd\u5b8c\u6574\u800c\u6709\u7cfb\u7d71\u7684\u70ba\u5b78\u751f\u6253\u597d\u7d2e\u5be6\u7684\u57fa\u790e\u3002)\u56e0\u6b64\uff0c\u6211\u5011\u8a08\u756b\u5728<span style=\"color: #008000;\">2019\u5e74\u6625\u5b63\u548c\u79cb\u5b63<\/span>\uff0c\u5206\u5225\u5148\u63a8\u51fa<a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=828\">R\u7a0b\u5f0f\u8a9e\u8a00\u3001\u6a5f\u7387\u7d71\u8a08\u8207\u5546\u696d\u5be6\u52d9<\/a>\u548c<a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=831\">\u5927\u6578\u64da\u904b\u7b97\u3001\u6a5f\u5668\u5b78\u7fd2\u8207\u4eba\u5de5\u667a\u6167<\/a>\u9019\u5169\u500b\u8de8\u5b78\u7a0b\u7684\u5171\u540c\u8ab2\u7a0b\uff0c\u70ba\u672c\u8a08\u756b\u7684\u7b2c\u4e09\u500b\u5c08\u696d\u8ab2\u7a0b\u9810\u5148\u505a\u597d\u6e96\u5099\uff0c\u540c\u5b78\u4e0a\u5b8c\u524d\u5169\u500b\u8ab2\u7a0b\uff0c\u5c07\u5b78\u6703\uff1a\u7d50\u5408\u7a0b\u5f0f\u8a2d\u8a08\u8207\u6a5f\u7387\u7d71\u8a08\u3001\u4f7f\u7528\u5927\u6578\u64da\u548c\u4eba\u5de5\u667a\u6167\u6280\u8853\uff0c\u6574\u7406\u3001\u63a2\u7d22\u3001\u5206\u6790\u5de8\u91cf\u8cc7\u6599\uff0c\u6839\u64da\u5206\u6790\u7d50\u679c\u9810\u6e2c\u4e8b\u4ef6\u3001\u6a21\u64ec\u60c5\u5883\u3001\u512a\u5316\u9078\u9805\uff0c\u4e26\u4ee5\u8996\u89ba\u5316\u5de5\u5177\u6e9d\u901a\u7b56\u7565\uff1b\u5728\u63a5\u4e0b\u4f86\u7684<span style=\"color: #008000;\">\u5c08\u696d\u8ab2\u7a0b(2020\u5e74\u6625)\u4e4b\u4e2d<\/span>\uff0c\u4e09\u500b\u4e0d\u540c\u5b78\u7a0b\u7684\u540c\u5b78\u5c07\u900f\u904e\u4e00\u7cfb\u5217\u7684\u8cc7\u6599\u6848\u4f8b\uff0c\u5206\u5225\u5728<a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=795\">\u4e00\u822c\u5546\u696d\u7ba1\u7406<\/a>\u3001<a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=798\">\u6578\u4f4d\u884c\u92b7<\/a>\u548c<a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=802\">\u91d1\u878d\u5275\u65b0<\/a>\u9019\u4e09\u500b\u9818\u57df\u7684\u5404\u7a2e\u4e0d\u540c\u60c5\u5883\u4e4b\u4e0b\uff0c\u7df4\u7fd2\u904b\u7528\u4ee5\u4e0a\u9019\u4e00\u4e9b\u91cd\u8981\u7684\u6280\u80fd\u3001\u900f\u904e\u8cc7\u6599\u5206\u6790\u9032\u884c\u7b56\u7565\u898f\u5283\u8207\u6e9d\u901a\u3002<\/p>\n<h4><strong><span style=\"color: #008000;\">\u5fae\u5b78\u7a0b\u7684<\/span><\/strong><strong><span style=\"color: #008000;\">\u5b9a\u4f4d\u8207\u5b78\u7fd2\u91cd\u9ede\uff1a<\/span><\/strong><\/h4>\n<p>\u5f9e\u7ba1\u7406\u5b78\u9662\u7684\u89d2\u5ea6\u51fa\u767c\uff0c\u6211\u5011\u5c07\u9019\u4e00\u7cfb\u5217\u5b78\u7a0b\u5b9a\u4f4d\u5728\u5546\u7ba1\u61c9\u7528(\u800c\u4e0d\u662f\u8cc7\u8a0a\u5de5\u7a0b)\u7684\u5c64\u9762\uff0c\u5728\u65e2\u6709<a href=\"https:\/\/bap2.cm.nsysu.edu.tw\">\u4e2d\u5c71\u7ba1\u7406\u5b78\u9662 \u667a\u6167\u5546\u696d\u5927\u6578\u64da\u61c9\u7528\u5e73\u53f0<\/a>\u7684\u57fa\u790e\u4e4b\u4e0a\uff0c\u6211\u5011\u5c07\u5927\u91cf\u5f15\u7528\u9ad8\u968e\u5957\u4ef6\uff0c\u5229\u7528\u9810\u5148\u5beb\u597d\u7684\u7a0b\u5f0f\u6a21\u677f\u548c\u534a\u81ea\u52d5\u5316\u5de5\u5177\u8986\u84cb\u8907\u96dc\u7684\u6f14\u7b97\u6cd5\u548c\u904b\u7b97\u6d41\u7a0b\uff0c\u5c07\u5b78\u7fd2\u91cd\u9ede\u64fa\u7f6e\u5728\u5546\u696d\u908f\u8f2f\u548c\u5546\u696d\u5be6\u52d9\u61c9\u7528\u4e0a\u9762\u3002\u5c0d\u65bc<span style=\"color: #008000;\">\u975e\u8cc7\u5de5\u7ba1\u80cc\u666f<\/span>\u7684\u540c\u5b78\uff0c\u4f60\u5c07\u5b78\u6703\u900f\u904e\u9ad8\u968e\u4ecb\u9762\u5be6\u969b\u64cd\u4f5c\u5927\u6578\u64da\u3001\u96f2\u7aef\u904b\u7b97\u548c\u4eba\u5de5\u667a\u6167\u9019\u4e00\u4e9b\u6280\u8853\uff0c\u4e26\u9032\u4e00\u6b65\u5c07\u5b83\u5011\u904b\u7528\u5230\u4f60\u81ea\u5df1\u7684\u5c08\u696d\u9818\u57df\uff0c\u5229\u7528\u9019\u4e00\u4e9b\u6280\u8853\u4f86\u5e36\u52d5\u5275\u65b0\u61c9\u7528\u548c\u4f01\u696d\u8f49\u578b\uff1b\u5c0d\u65bc<span style=\"color: #008000;\">\u8cc7\u8a0a\u80cc\u666f\u7684\u540c\u5b78<\/span>\uff0c\u4f60\u5c07\u5b78\u6703\u5982\u4f55\u5c07\u4f60\u7684\u8cc7\u6599\u79d1\u5b78\u5c08\u9577\u61c9\u7528\u5230\u54c1\u724c\u884c\u92b7\u3001\u8ca1\u52d9\u6703\u8a08\u3001\u4eba\u529b\u8cc7\u6e90\u3001\u7522\u54c1\u898f\u5283 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#008000;\">\u5fae\u5b78\u7a0b\u7684\u5171\u540c\u7279\u8272\uff1a<\/span><\/strong><\/h4>\n<p>\u672c\u8a08\u756b\u4e09\u500b\u5fae\u5b78\u7a0b\u7684\u5171\u540c\u7279\u8272\u5305\u62ec\uff1a<\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u6240\u6709\u540c\u5b78\u90fd\u6709\u6a5f\u6703\u4f7f\u7528\u5927\u6578\u64da\u548c\u4eba\u5de5\u667a\u6167\u6280\u8853\u505a\u5546\u696d\u6578\u64da\u5206\u6790<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u4e0d\u7ba1\u751a\u9ebc\u79d1\u7cfb\uff0c\u53ea\u8981\u5c0d\u6578\u64da\u5206\u6790\u6709\u8208\u8da3\uff0c\u80fd\u5168\u5fc3\u6295\u5165\u5b78\u7fd2\uff0c \u5c31\u53ef\u4ee5\u53c3\u52a0<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u4e0d\u6703\u5beb\u7a0b\u5f0f\u4e5f\u6c92\u95dc\u4fc2\uff0c\u6bcf\u5468\u6703\u6709\u5169\u6b21\u52a9\u6559\u6642\u9593\uff0c\u624b\u628a\u624b\u6559\u5beb\u7a0b\u5f0f<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u4f7f\u7528\u9ad8\u968e\u4ecb\u9762\u8986\u84cb\u8907\u96dc\u7684\u6a21\u578b\u548c\u6f14\u7b97\u6cd5\uff0c\u5f37\u8abf\u5546\u696d\u5be6\u52d9\u8207\u5275\u65b0\u61c9\u7528\uff0c\u800c\u4e0d\u662f\u7de8\u5beb\u7a0b\u5f0f<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5f15\u7528\u54c8\u4f5b\u3001\u9ebb\u7701\u7406\u5de5\u7b49\u540d\u6821\u6700\u65b0\u7684\u7dda\u4e0a\u8ab2\u7a0b\u5167\u5bb9\uff0c\u63d0\u4f9b\u4e2d\u6587\u5c0e\u8b80\u5f71\u7247\uff0c\u4e26\u5354\u52a9\u53d6\u5f97\u540d\u6821\u8a8d\u8b49<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u6574\u5408\u4e16\u754c\u7d1a\u5546\u5b78\u9662\u7684\u8ab2\u7a0b\u7cbe\u83ef\uff0c\u6709\u7cfb\u7d71\u7684\u4ecb\u7d39\u5927\u6578\u64da\u76f8\u95dc\u6280\u8853\u5728\u5546\u7ba1\u9818\u57df\u7684\u5275\u65b0\u61c9\u7528<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u4f9d\u5546\u696d\u60c5\u5883\u7de8\u5beb\u8cc7\u6599\u500b\u6848\uff0c\u900f\u904e\u5e02\u5834\u6a21\u64ec\u6f14\u7df4\u5546\u696d\u6a21\u5f0f\uff0c\u6d3b\u7528\u5206\u6790\u65b9\u6cd5\u89e3\u6c7a\u5be6\u52d9\u554f\u984c<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Capstone\u5c08\u6848\u5c07\u9080\u8acb\u570b\u5167\u4f01\u696d\u63d0\u4f9b\u8cc7\u6599\u9032\u884c\u5be6\u52d9\u5206\u6790<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5b8c\u6574\u7684\u7684\u5927\u6578\u64da\u904b\u7b97\u7cfb\u7d71\u642d\u914d\u7522\u696d\u898f\u6a21\u7684\u5de8\u91cf\u8cc7\u6599\uff0c\u8b93\u540c\u5b78\u90fd\u6709\u5be6\u969b\u64cd\u4f5c\u5927\u6578\u64da\u7684\u7d93\u9a57<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5584\u7528\u96f2\u7aef\u8cc7\u6e90\uff0c\u6bcf\u4e00\u4f4d\u540c\u5b78\u90fd\u6703\u67b6\u8a2d\u3001\u64c1\u6709\u4e00\u53f0\u500b\u4eba\u7684\u96f2\u7aef\u6df1\u5ea6\u5b78\u7fd2\u4e3b\u6a5f<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5f37\u8abf\u4e92\u52a9\u5b78\u7fd2\uff0c\u900f\u904e\u5c0f\u7d44\u5c08\u6848\u8207\u7af6\u8cfd\u8b93\u4e0d\u540c\u7cfb\u6240\u7684\u540c\u5b78\u4e4b\u9593\u80fd\u5920\u4e92\u88dc\u5c08\u9577\u3001\u4e92\u52a9\u6210\u9577<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u64c7\u512a\u734e\u52f5\u500b\u4eba\u4f5c\u696d\u8207\u5c0f\u7d44\u5c08\u6848\u4f5c\u54c1\uff0c\u4e26\u5354\u52a9\u88fd\u4f5c\u4e3b\u984c\u7db2\u9801\u6216\u5fae\u8ab2\u7a0b\u77ed\u7247<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u900f\u904e\u7ba1\u9662\u7db2\u7ad9\u767c\u8868\u4f5c\u54c1\uff0c\u85c9\u7531\u793e\u7fa4\u63a8\u64ad\u63d0\u9ad8\u80fd\u898b\u5ea6\uff0c\u85c9\u4ee5\u589e\u540c\u5b78\u7684\u5c31\u696d\u6a5f\u6703<\/span><\/li>\n<\/ul>\n<p>\u9ede\u64ca\u4e0b\u5716\u4e4b\u4e2d\u7684\u76f8\u95dc\u5716\u793a\uff0c\u5c31\u53ef\u4ee5\u770b\u5230\u5404\u5b78\u7a0b\u8207\u5404\u8ab2\u7a0b\u7684\u4e3b\u8981\u7279\u8272\u3001\u6559\u5b78\u76ee\u6a19\u3001\u8ab2\u7a0b\u5167\u5bb9\u7b49\u8cc7\u8a0a\u3002\u00a0(\u5716\u5f62\u4e0b\u8f09\u6709\u6642\u8f03\u6162\uff0c\u8acb\u7a0d\u7b49\u4e00\u4e0b)<\/p>\n<p><!---drawio---><\/p>\n<p><center><br \/>\n<iframe loading=\"lazy\" src=\"https:\/\/bap2.cm.nsysu.edu.tw\/bap2\/drawio\/mCurriculum21a_%E4%B8%AD.html\" width=\"640\" height=\"820\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/center>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3010\u6559\u80b2\u90e8\u3011\u8de8\u57df\u667a\u6167\u5275\u65b0\u4eba\u624d\u57f9\u80b2\u8a08\u756b \u53d6\u5f97\u5fae\u5b78\u7a0b\u8a8d\u8b49\uff0c\u6210\u70ba\u6700\u6436\u624b\u7684\u4eba\u624d \u54c8\u4f5b\u5546\u696d\u8a55\u8ad6\u66fe\u7d93\u5c07\u8cc7\u6599\u79d1\u5b78\u5bb6(Data 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