{"id":802,"date":"2021-04-04T15:26:15","date_gmt":"2021-04-04T07:26:15","guid":{"rendered":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=802"},"modified":"2024-01-24T11:51:49","modified_gmt":"2024-01-24T03:51:49","slug":"%e9%87%91%e8%9e%8d%e6%9c%8d%e5%8b%99%e8%88%87%e9%87%91%e8%9e%8d%e7%a7%91%e6%8a%80%e8%b3%87%e6%96%99%e6%a1%88%e4%be%8b","status":"publish","type":"page","link":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=802","title":{"rendered":"\u91d1\u878d\u670d\u52d9\u8207\u91d1\u878d\u79d1\u6280\u8cc7\u6599\u6848\u4f8b (CM506)"},"content":{"rendered":"<div style=\"line-height: 2;\">\n<h3><strong><span style=\"color: #008000;\">\u8ab2\u7a0b\u5b89\u6392<\/span><\/strong><\/h3>\n<p>\u8fd1\u5e7e\u5e74\u958b\u59cb\u7531\u65bc\u91d1\u878d(Finance)\u8207\u79d1\u6280(Technology)\u7684\u7d50\u5408\uff0c\u6539\u8b8a\u4e86\u8cc7\u91d1\u904b\u884c\u8207\u4ea4\u6613\u7684\u898f\u5247\u8207\u9762\u8c8c\uff0c\u4f7f\u5f97\u91d1\u878d\u79d1\u6280(Financial Technology\uff0c\u7c21\u7a31FinTech)\u6210\u70ba\u4e16\u754c\u5404\u570b\u91cd\u8981\u7684\u63a2\u8a0e\u8b70\u984c\uff0c\u4e5f\u662f\u76ee\u524d\u91d1\u878d\u696d\u8207\u79d1\u6280\u696d\u7684\u7126\u9ede\u30022015\u5e74\u4e16\u754c\u7d93\u6fdf\u8ad6\u58c7 (World Economic Forum 2015, WEF)\u63d0\u51fa\u300c\u516d\u5927\u529f\u80fd\u9818\u57df\uff0c\u5341\u4e00\u7d44\u5275\u65b0\u300d\u7684\u660e\u78ba\u767c\u5c55\u67b6\u69cb\uff0c\u523b\u756b\u51faFinTech\u53ef\u80fd\u5e36\u4f86\u7684\u660e\u65e5\u91d1\u878d\u74b0\u5883\u6a23\u614b\uff0c\u6b64\u516d\u5927\u529f\u80fd\u9818\u57df\u5206\u5225\u70ba\u501f\u8cb8\u3001\u6295\u8cc7\u7ba1\u7406\u3001\u4fdd\u96aa\u3001\u652f\u4ed8\u3001\u52df\u8cc7\u53ca\u5e02\u5834\u3002\u70ba\u56e0\u61c9FinTech\u7684\u767c\u5c55\u6d6a\u6f6e\uff0c\u91d1\u7ba1\u67032015\u5e74\u9678\u7e8c\u63a8\u51fa\u7cfb\u5217\u91d1\u878d\u79d1\u6280\u76f8\u95dc\u653f\u7b56\uff0c2015\u5e74\u4e5f\u88ab\u8996\u70ba\u53f0\u7063\u91d1\u878d\u79d1\u6280\u5143\u5e74\uff0c\u6b63\u662f\u5f9e\u9019\u4e00\u5e74\u958b\u59cb\uff0c Stanford, Princeton, MIT, Duke, NYU, NTU\u7b49\u570b\u5167\u5916\u540d\u6821\u7d1b\u7d1b\u958b\u8a2d\u91d1\u878d\u79d1\u6280\u9818\u57df\u76f8\u95dc\u8ab2\u7a0b\u3002\u76ee\u524dFinTech\u6280\u8853\u5c64\u9762\u5df2\u7d93\u767c\u5c55\u6210\u70ba\u667a\u6167\u8cc7\u6599\u5206\u6790(\u5305\u62ec\u4e86\u5de8\u91cf\u8cc7\u6599\u5206\u6790\u3001\u96f2\u7aef\u904b\u7b97\u8207\u667a\u6167\u786c\u9ad4)\u3001\u4eba\u5de5\u667a\u6167\u8207\u5340\u584a\u93c8\u6280\u8853\uff0c\u800c\u667a\u6167\u8cc7\u6599\u5206\u6790\u4e3b\u8981\u662f\u4eba\u5de5\u667a\u6167\u767c\u5c55\u4e0b\u7684\u7522\u7269\uff0c\u5176\u5728\u91d1\u878d\u9818\u57df\u4e3b\u8981\u6db5\u84cb\u4e86\u6295\u8cc7\u3001\u501f\u8cb8\u3001\u4fdd\u96aa\u53ca\u5fb5\u4fe1\u884c\u696d\uff0c\u76f8\u95dc\u6280\u8853\u5df2\u7d93\u6210\u70ba\u696d\u52d9\u958b\u5c55\u4e4b\u57fa\u790e\uff0c\u540c\u6642\u652f\u6301\u91d1\u878d\u7522\u54c1\u7684\u5275\u65b0\uff0c\u5305\u62ec\u65b0\u578b\u7684\u4fdd\u96aa\u53ca\u6295\u8cc7\u7522\u54c1\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><strong><span style=\"color: #008000;\">\u6559\u5b78\u76ee\u6a19<\/span><\/strong><\/h3>\n<p>\u672c\u8ab2\u7a0b\u8a2d\u8a08\u7684\u76ee\u6a19\u9996\u5148\u8b93\u540c\u5b78\u80fd\u5920\u77e5\u9053\u91d1\u878d\u79d1\u6280\u9818\u57df\u767c\u5c55\u7684\u73fe\u6cc1\u53ca\u672a\u4f86\u8da8\u52e2\uff0c\u4e26\u80fd\u5920\u627e\u51fa\u73fe\u884c\u91d1\u878d\u6d88\u8cbb\u8005\u7684\u9700\u6c42\u8207\u75db\u9ede\uff0c\u63d0\u51fa\u53ef\u884c\u7684\u89e3\u6c7a\u65b9\u6848\u3002\u4e26\u4ee5\u500b\u6848\u8cc7\u6599\u96c6\u4f5c\u70ba\u7bc4\u4f8b\uff0c\u5b78\u7fd2\u5982\u4f55\u7528R\u7a0b\u5f0f\u505a\u8cc7\u6599\u8655\u7406\uff0c\u5e36\u9818\u540c\u5b78\u900f\u904e\u6a5f\u5668(\u6df1\u5ea6)\u5b78\u7fd2\u65b9\u6cd5\uff0c\u89e3\u6c7a\u500b\u6848\u63d0\u51fa\u7684\u554f\u984c\u3002<\/p>\n<hr \/>\n<h3 style=\"text-align: left;\"><strong><span style=\"color: #008000;\">\u8ab2\u7a0b\u5927\u7db1<\/span><\/strong><\/h3>\n<h5>PART-I \u91d1\u878d\u79d1\u6280\u73fe\u6cc1\u8207\u672a\u4f86\u8da8\u52e2<\/h5>\n<ul>\n<li>\u91d1\u878d\u79d1\u6280\u767c\u5c55\u73fe\u6cc1<\/li>\n<li>\u91d1\u878d\u79d1\u6280\u89e3\u6c7a\u65b9\u6848<\/li>\n<li>\u91d1\u878d\u79d1\u6280\u672a\u4f86\u767c\u5c55<\/li>\n<\/ul>\n<h5>PART-II \u91d1\u878d\u79d1\u6280\u500b\u6848\u5be6\u4f5c<\/h5>\n<ul>\n<li>\u7406\u8ca1\u6a5f\u5668\u4eba(Robo-advisor)\u5be6\u4f5c<\/li>\n<li>\u4fdd\u96aa\u5ba2\u6236\u7e8c\u7d04\u91d1\u984d\u9810\u6e2c\u500b\u6848\u5be6\u4f5c(\u8cc7\u6599\u4f86\u6e90\uff1aT-Brain)<\/li>\n<li>House Prices: Advanced Regression Techniques\u500b\u6848\u5be6\u4f5c(\u8cc7\u6599\u4f86\u6e90\uff1aKaggle)<\/li>\n<li>Home Credit Default Risk\u500b\u6848\u5be6\u4f5c(\u8cc7\u6599\u4f86\u6e90\uff1aKaggle)<\/li>\n<li>The Winton Stock Market Challenge\u500b\u6848\u5be6\u4f5c(\u8cc7\u6599\u4f86\u6e90\uff1aKaggle)<\/li>\n<\/ul>\n<hr \/>\n<h3 style=\"text-align: left;\"><strong><span style=\"color: #008000;\">\u81ea\u88fd\u6559\u6750<\/span><\/strong><\/h3>\n<p>\u672c\u8ab2\u7a0b\u4e0d\u4f7f\u7528\u6559\u79d1\u66f8\uff0c\u6211\u5011\u5c07\u4ee5\u904e\u53bb\u7684\u81ea\u88fd\u6559\u6750\u70ba\u57fa\u790e\uff0c\u4f9d\u64da\u8ab2\u7a0b\u9700\u8981\u91cd\u65b0\u7de8\u88fd\u6559\u6750\uff0c\u6559\u6750\u9805\u76ee\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=833\">\u8ab2\u7a0b\u7db2\u7ad9<\/a>\uff1a\u6574\u5408\u81ea\u88fd\u6559\u6750\u8207\u7dda\u4e0a\u8cc7\u6e90\uff0c\u4fc3\u9032\u4e92\u52a9\u5b78\u7fd2 (HTML)<\/li>\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=bNzcONJsc2Y\">\u5c0e\u8b80\u5f71\u7247<\/a>\uff1a\u5e6b\u52a9\u540c\u5b78\u4e86\u89e3\u7dda\u4e0a\u9810\u7fd2\u5167\u5bb9(\u7dda\u4e0a\u8ab2\u7a0b\u539f\u6587\u6559\u5b78\u5f71\u7247)<\/li>\n<li><a href=\"https:\/\/drive.google.com\/open?id=17NYL53esNEs56fvlfhKmXxvanduOjwRy\">\u8b1b\u7fa9<\/a>\uff1a\u6bcf\u4e00\u55ae\u5143\u7684\u8b1b\u7fa9\u6295\u5f71\u7247 (PPT)<\/li>\n<li><a href=\"http:\/\/rpubs.com\/tonychuo\/AS8-0-CVM\">\u8ab2\u5802\u7b46\u8a18<\/a>\uff1a\u6bcf\u4e00\u55ae\u5143\u7684\u8ab2\u5802\u6240\u4f7f\u7528\u7684\u7a0b\u5f0f\u78bc(R-Notebook)<\/li>\n<li><a href=\"http:\/\/rpubs.com\/tonychuo\/AS7-1\">\u4f5c\u696d\u7b46\u8a18<\/a>\uff1a\u6bcf\u4e00\u55ae\u5143\u7684\u4f5c\u696d(R-Notebook)<\/li>\n<li><a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=1244\">\u7dda\u4e0a\u6a21\u64ec\u7a0b\u5f0f<\/a>\uff1a\u4ee5\u4e92\u52d5\u6a21\u64ec\u7684\u65b9\u5f0f\u5e6b\u52a9\u540c\u5b78\u4e86\u89e3\u6bd4\u8f03\u8907\u96dc\u7684\u6982\u5ff5 (R:Shiny)<\/li>\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=ZNC3AQj1Pv8&amp;index=1&amp;list=PLZgYls1tojKn4cRSjR2q0vVys4AWXDsKP\">\u4e0a\u8ab2\u9304\u5f71<\/a>\uff1a \u65b9\u4fbf\u540c\u5b78\u8907\u7fd2\u6216\u88dc\u8ab2 (YouTube)<\/li>\n<\/ul>\n<p>\u8acb\u900f\u904e\u4ee5\u4e0a\u7db2\u8def\u9023\u7d50\u5be9\u95b1\u6211\u5011\u7684\u81ea\u88fd\u6559\u6750\u7bc4\u4f8b\u3002<\/p>\n<hr \/>\n<h3 style=\"text-align: left;\"><strong><span style=\"color: #008000;\">\u4e2d\u5c71\u7ba1\u9662\u5927\u6578\u64da\u904b\u7b97\u8cc7\u6e90<\/span><\/strong><\/h3>\n<p>\u672c\u8ab2\u7a0b\u4e4b\u4e2d\u5c07\u4f7f\u7528\u8d85\u904e\u4e09\u5104\u7b46\u8cc7\u6599\u7684\u5de8\u578b\u8cc7\u6599\u96c6\uff0c\u5b78\u751f\u53ef\u4ee5\u900f\u904e\u5b78\u751f\u5e33\u865f\u4f7f\u7528<a href=\"https:\/\/bap.cm.nsysu.edu.tw\/?page_id=1319\">\u4e2d\u5c71\u7ba1\u9662\uff1a\u5546\u696d\u5927\u6578\u64da\u5e73\u53f0<\/a>\u4e4b\u4e2d\u7684\u5927\u6578\u64da\u904b\u7b97\u8cc7\u6e90\uff0c\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\u6240\u6709\u7684\u5927\u578b\u8cc7\u6599\u96c6\u5c07\u4e8b\u5148\u5e03\u7f6e\u5728Hadoop\u7db2\u8def\u6a94\u6848\u7cfb\u7d71\u4e4b\u4e2d<\/li>\n<li>\u5de8\u91cf\u8cc7\u6599\u53ef\u4ee5\u8f09\u5165<a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=1723\">Spark\u6574\u5408\u5206\u6790\u5f15\u64ce<\/a>\uff0c\u4ee5\u8cc7\u6599\u6846\u4ecb\u9762\u8655\u7406\u8cc7\u6599\uff0c<\/li>\n<li>\u5de8\u91cf\u8cc7\u6599\u4e5f\u53ef\u4ee5\u8f09\u5165GreenPlum\u5206\u6563\u5f0f\u8cc7\u6599\u5eab\uff0c\u900f\u904eSQL\u4ecb\u9762\u9032\u884c\u8655\u7406<\/li>\n<li>\u9664\u4e86\u8cc7\u6599\u6846\u548cSQL\u4ecb\u9762\u4e4b\u5916\uff0c<a href=\"http:\/\/cm.nsysu.edu.tw\/~msrc\/wp\/?page_id=1376\">\u6574\u5408\u5206\u6790\u5e73\u53f0<\/a>\u4e5f\u63d0\u4f9b\u4e86\u7c21\u6613\u7684\u8cc7\u6599\u4e0a\u50b3\u548c\u63a2\u7d22\u529f\u80fd<\/li>\n<li>\u900f\u904e\u5e73\u53f0\u53ef\u4ee5\u4f7f\u7528\u9ad8\u968e\u4ecb\u9762(Keras)\u4f7f\u7528\u914d\u5099\u6709GPU\u7684\u6df1\u5ea6\u904b\u7b97\u4e3b\u6a5f\u5efa\u7acb\u4eba\u5de5\u667a\u6167\u6a21\u578b<\/li>\n<li>\u4f7f\u7528\u8005\u7b2c\u4e00\u6b21\u767b\u9304\uff0c\u5373\u53ef\u900f\u904e\u6839\u76ee\u9304\u4e4b\u4e0b\u7684\u793a\u7bc4\u7a0b\u5f0f\uff0c(\u7df4\u7fd2)\u4f7f\u7528\u4ee5\u4e0a\u5404\u9805\u8cc7\u6e90<\/li>\n<li>\u4f7f\u7528\u8005\u53ef\u4ee5\u900f\u904e<a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=1725\">\u6587\u5b57\u5206\u6790\u5e73\u53f0<\/a>\uff0c\u4ee5\u534a\u81ea\u52d5\u5316\u7684\u65b9\u5f0f\u4e0a\u50b3\u3001\u5206\u6790\u6587\u96c6\u8cc7\u6599\uff0c\u76ee\u524d\u6587\u5b57\u5e73\u53f0\u4e4b\u4e2d\u5df2\u7d93\u5b58\u6709\u904e\u53bb10\u5e74\u9593PTT\u7db2\u7ad9\u591a\u6578\u7248\u9762\u7684\u6587\u5b57\u8cc7\u6599\uff0c\u4f7f\u7528\u8005\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u95dc\u9375\u5b57\u548c\u65e5\u671f\u7be9\u9078PO\u6587\u5167\u5bb9\uff0c\u9032\u884c\u5206\u6790<\/li>\n<\/ul>\n<hr \/>\n<h3 style=\"text-align: left;\"><strong><span style=\"color: #008000;\">\u7dda\u4e0a\u8ab2\u7a0b<\/span><\/strong><\/h3>\n<p>\u6211\u5011\u6703\u53c3\u8003\u4ee5\u4e0b\u7dda\u4e0a\u8ab2\u7a0b(MOOC&#8217;s)\uff1a<\/p>\n<ul>\n<li>\u54e5\u672c\u54c8\u6839\u5546\u5b78\u9662\u958b\u8a2d\u7684<a href=\"https:\/\/www.coursera.org\/specializations\/digital-transformation-financial-services\">Digital Transformation in Financial Services<\/a>\u7dda\u4e0a\u8ab2\u7a0b(Coursera)\n<ul>\n<li><a href=\"https:\/\/www.coursera.org\/learn\/digital-competition-financial-services\">Digital Competition in Financial Services<\/a><\/li>\n<li><a href=\"https:\/\/www.coursera.org\/learn\/fintech-transformation-financial-services\">FinTech and the Transformation in Financial Services<\/a><\/li>\n<li><a href=\"https:\/\/www.coursera.org\/learn\/innovation-strategy-fintech\">Innovation Strategy: Developing Your Fintech strategy<\/a><\/li>\n<li><a href=\"https:\/\/www.coursera.org\/learn\/digital-transformation-financial-services-project\">Digital Transformation of Financial Services &#8211; Capstone Project<\/a><\/li>\n<\/ul>\n<\/li>\n<li>\u7d10\u7d04\u5dde\u7acb\u5927\u5b78\u6c34\u725b\u57ce\u5206\u6821\u958b\u8a2d\u7684<a href=\"https:\/\/zh-tw.coursera.org\/specializations\/blockchain\">Blockchain<\/a>\u7dda\u4e0a\u8ab2\u7a0b(Coursera)\n<ul>\n<li><a href=\"https:\/\/zh-tw.coursera.org\/learn\/blockchain-basics\">Blockchain Basics<\/a><\/li>\n<li><a href=\"https:\/\/zh-tw.coursera.org\/learn\/smarter-contracts\">Smart Contracts<\/a><\/li>\n<li><a href=\"https:\/\/zh-tw.coursera.org\/learn\/decentralized-apps-on-blockchain\">Decentralized Apllications(Dapps)<\/a><\/li>\n<li><a href=\"https:\/\/zh-tw.coursera.org\/learn\/blockchain-platforms\">Blockchain Platforms<\/a><\/li>\n<\/ul>\n<\/li>\n<li>\u7d10\u7d04\u5927\u5b78\u5766\u767b\u5de5\u7a0b\u5b78\u9662\u958b\u8a2d\u7684<a href=\"https:\/\/www.coursera.org\/specializations\/machine-learning-reinforcement-finance\">Machine Learning and Reinforcement Learning in Finance\u7dda\u4e0a\u8ab2\u7a0b(Coursera)<\/a>\n<ul>\n<li><a href=\"https:\/\/www.coursera.org\/learn\/guided-tour-machine-learning-finance\">Guided Tour of Machine Learning in Finance<\/a><\/li>\n<li><a href=\"https:\/\/www.coursera.org\/learn\/fundamentals-machine-learning-in-finance\">Fundamentals of Machine Learning in Finance<\/a><\/li>\n<li><a href=\"https:\/\/www.coursera.org\/learn\/reinforcement-learning-in-finance\">Reinforcement Learning in Finance<\/a><\/li>\n<li><a href=\"https:\/\/www.coursera.org\/learn\/advanced-methods-reinforcement-learning-finance\">Overview of Advanced Methods of Reinforcement Learning in Finance<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u5f9e\u5176\u4e2d\u622a\u53d6\u5408\u9069\u7684\u6559\u5b78\u55ae\u5143\u3001\u4f5c\u696d\u7fd2\u984c\u6216\u8cc7\u6599\u6848\u4f8b\uff0c\u76f4\u63a5\u5f15\u7528\u70ba\u9810\u7fd2\u6559\u6750\u3001\u53c3\u8003\u6559\u6750\uff0c\u6216\u4ee5\u5176\u4f5c\u70ba\u81ea\u7de8\u6559\u6750\u7684\u7d20\u6750\u3002<\/p>\n<hr \/>\n<h3 style=\"text-align: left;\"><strong><span style=\"color: #008000;\">\u958b\u653e\u8cc7\u6599\u4f86\u6e90<\/span><\/strong><\/h3>\n<ul>\n<li>\u672c\u8ab2\u7a0b\u5c07\u5f9e\u4ee5\u4e0b\u958b\u653e\u8cc7\u6599\u7db2\u7ad9\u8490\u96c6\u8cc7\u6599\u96c6\uff0c\u85c9\u4ee5\u7de8\u8f2f\u7ba1\u7406\u8cc7\u6599\u6848\u4f8b\uff1a\n<ul>\n<li><u><a href=\"https:\/\/www.kaggle.com\/\">Kaggle<\/a><\/u> \u516c\u958b\u8cc7\u6599\u7af6\u8cfd\u7db2\u7ad9<\/li>\n<li><a href=\"https:\/\/tbrain.trendmicro.com.tw\/\">T-Brain AI\u5be6\u6230\u5427<\/a> \u516c\u958b\u8cc7\u6599\u7af6\u8cfd\u7db2\u7ad9<\/li>\n<li><u><a href=\"https:\/\/archive.ics.uci.edu\/ml\/datasets.html\">UCI Machine Learning Repository<\/a><\/u><\/li>\n<li><u>\u653f\u5e9c\u8cc7\u6599\u958b\u653e\u5e73\u81fa<\/u><\/li>\n<li><u><a href=\"https:\/\/scidm.nchc.org.tw\/\">\u570b\u5bb6\u9ad8\u901f\u7db2\u8def\u8207\u8a08\u7b97\u4e2d\u5fc3\u8cc7\u6599\u96c6\u5e73\u53f0<\/a><\/u><\/li>\n<li><a href=\"https:\/\/data.worldbank.org\/\">World Bank Open Data<\/a>\u4e16\u754c\u9280\u884c\u958b\u653e\u6578\u64da\u5eab<\/li>\n<li><a href=\"https:\/\/www.imf.org\/en\/Data\">IMF Data<\/a> \u570b\u969b\u8ca8\u5e63\u57fa\u91d1\u7d44\u7e54\u958b\u653e\u6578\u64da\u5eab<\/li>\n<li><a href=\"https:\/\/comtrade.un.org\/\">UN Comtrade Database<\/a> \u806f\u5408\u570b\u5546\u54c1\u8cbf\u6613\u7d71\u8a08\u6578\u64da\u5eab<\/li>\n<li><a href=\"https:\/\/stats.oecd.org\/\">OECD DATA<\/a> \u7d93\u6fdf\u5408\u4f5c\u66a8\u767c\u5c55\u7d44\u7e54\u6578\u64da\u5eab<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u8ab2\u7a0b\u5b89\u6392 \u8fd1\u5e7e\u5e74\u958b\u59cb\u7531\u65bc\u91d1\u878d(Finance)\u8207\u79d1\u6280(Technology)\u7684\u7d50\u5408\uff0c\u6539\u8b8a\u4e86\u8cc7\u91d1\u904b\u884c\u8207\u4ea4\u6613\u7684\u898f\u5247\u8207\u9762\u8c8c\uff0c\u4f7f\u5f97\u91d1\u878d\u79d1\u6280(Financial Technology\uff0c\u7c21\u7a31FinTech)\u6210\u70ba\u4e16\u754c\u5404\u570b\u91cd\u8981\u7684\u63a2\u8a0e\u8b70\u984c\uff0c\u4e5f\u662f\u76ee\u524d\u91d1\u878d\u696d\u8207\u79d1\u6280\u696d\u7684\u7126\u9ede\u30022015\u5e74\u4e16\u754c\u7d93\u6fdf\u8ad6\u58c7 (World Economic Forum 2015, WEF)\u63d0\u51fa\u300c\u516d\u5927\u529f\u80fd\u9818\u57df\uff0c\u5341\u4e00\u7d44\u5275\u65b0\u300d\u7684\u660e\u78ba\u767c\u5c55\u67b6\u69cb\uff0c\u523b\u756b\u51faFinTech\u53ef\u80fd\u5e36\u4f86\u7684\u660e\u65e5\u91d1\u878d\u74b0\u5883\u6a23\u614b\uff0c\u6b64\u516d\u5927\u529f\u80fd\u9818\u57df\u5206\u5225\u70ba\u501f\u8cb8\u3001\u6295\u8cc7\u7ba1\u7406\u3001\u4fdd\u96aa\u3001\u652f\u4ed8\u3001\u52df\u8cc7\u53ca\u5e02\u5834\u3002\u70ba\u56e0\u61c9FinTech\u7684\u767c\u5c55\u6d6a\u6f6e\uff0c\u91d1\u7ba1\u67032015\u5e74\u9678\u7e8c\u63a8\u51fa\u7cfb\u5217\u91d1\u878d\u79d1\u6280\u76f8\u95dc\u653f\u7b56\uff0c2015\u5e74\u4e5f\u88ab\u8996\u70ba\u53f0\u7063\u91d1\u878d\u79d1\u6280\u5143\u5e74\uff0c\u6b63\u662f\u5f9e\u9019\u4e00\u5e74\u958b\u59cb\uff0c Stanford, Princeton, MIT, Duke, NYU, NTU\u7b49\u570b\u5167\u5916\u540d\u6821\u7d1b\u7d1b\u958b\u8a2d\u91d1\u878d\u79d1\u6280\u9818\u57df\u76f8\u95dc\u8ab2\u7a0b\u3002\u76ee\u524dFinTech\u6280\u8853\u5c64\u9762\u5df2\u7d93\u767c\u5c55\u6210\u70ba\u667a\u6167\u8cc7\u6599\u5206\u6790(\u5305\u62ec\u4e86\u5de8\u91cf\u8cc7\u6599\u5206\u6790\u3001\u96f2\u7aef\u904b\u7b97\u8207\u667a\u6167\u786c\u9ad4)\u3001\u4eba\u5de5\u667a\u6167\u8207\u5340\u584a\u93c8\u6280\u8853\uff0c\u800c\u667a\u6167\u8cc7\u6599\u5206\u6790\u4e3b\u8981\u662f\u4eba\u5de5\u667a\u6167\u767c\u5c55\u4e0b\u7684\u7522\u7269\uff0c\u5176\u5728\u91d1\u878d\u9818\u57df\u4e3b\u8981\u6db5\u84cb\u4e86\u6295\u8cc7\u3001\u501f\u8cb8\u3001\u4fdd\u96aa\u53ca\u5fb5\u4fe1\u884c\u696d\uff0c\u76f8\u95dc\u6280\u8853\u5df2\u7d93\u6210\u70ba\u696d\u52d9\u958b\u5c55\u4e4b\u57fa\u790e\uff0c\u540c\u6642\u652f\u6301\u91d1\u878d\u7522\u54c1\u7684\u5275\u65b0\uff0c\u5305\u62ec\u65b0\u578b\u7684\u4fdd\u96aa\u53ca\u6295\u8cc7\u7522\u54c1\u3002 &nbsp; \u6559\u5b78\u76ee\u6a19 \u672c\u8ab2\u7a0b\u8a2d\u8a08\u7684\u76ee\u6a19\u9996\u5148\u8b93\u540c\u5b78\u80fd\u5920\u77e5\u9053\u91d1\u878d\u79d1\u6280\u9818\u57df\u767c\u5c55\u7684\u73fe\u6cc1\u53ca\u672a\u4f86\u8da8\u52e2\uff0c\u4e26\u80fd\u5920\u627e\u51fa\u73fe\u884c\u91d1\u878d\u6d88\u8cbb\u8005\u7684\u9700\u6c42\u8207\u75db\u9ede\uff0c\u63d0\u51fa\u53ef\u884c\u7684\u89e3\u6c7a\u65b9\u6848\u3002\u4e26\u4ee5\u500b\u6848\u8cc7\u6599\u96c6\u4f5c\u70ba\u7bc4\u4f8b\uff0c\u5b78\u7fd2\u5982\u4f55\u7528R\u7a0b\u5f0f\u505a\u8cc7\u6599\u8655\u7406\uff0c\u5e36\u9818\u540c\u5b78\u900f\u904e\u6a5f\u5668(\u6df1\u5ea6)\u5b78\u7fd2\u65b9\u6cd5\uff0c\u89e3\u6c7a\u500b\u6848\u63d0\u51fa\u7684\u554f\u984c\u3002 \u8ab2\u7a0b\u5927\u7db1 PART-I \u91d1\u878d\u79d1\u6280\u73fe\u6cc1\u8207\u672a\u4f86\u8da8\u52e2 \u91d1\u878d\u79d1\u6280\u767c\u5c55\u73fe\u6cc1 \u91d1\u878d\u79d1\u6280\u89e3\u6c7a\u65b9\u6848 \u91d1\u878d\u79d1\u6280\u672a\u4f86\u767c\u5c55 PART-II \u91d1\u878d\u79d1\u6280\u500b\u6848\u5be6\u4f5c \u7406\u8ca1\u6a5f\u5668\u4eba(Robo-advisor)\u5be6\u4f5c \u4fdd\u96aa\u5ba2\u6236\u7e8c\u7d04\u91d1\u984d\u9810\u6e2c\u500b\u6848\u5be6\u4f5c(\u8cc7\u6599\u4f86\u6e90\uff1aT-Brain) House Prices: Advanced Regression Techniques\u500b\u6848\u5be6\u4f5c(\u8cc7\u6599\u4f86\u6e90\uff1aKaggle) Home Credit Default Risk\u500b\u6848\u5be6\u4f5c(\u8cc7\u6599\u4f86\u6e90\uff1aKaggle) The Winton Stock Market Challenge\u500b\u6848\u5be6\u4f5c(\u8cc7\u6599\u4f86\u6e90\uff1aKaggle) \u81ea\u88fd\u6559\u6750 \u672c\u8ab2\u7a0b\u4e0d\u4f7f\u7528\u6559\u79d1\u66f8\uff0c\u6211\u5011\u5c07\u4ee5\u904e\u53bb\u7684\u81ea\u88fd\u6559\u6750\u70ba\u57fa\u790e\uff0c\u4f9d\u64da\u8ab2\u7a0b\u9700\u8981\u91cd\u65b0\u7de8\u88fd\u6559\u6750\uff0c\u6559\u6750\u9805\u76ee\u5305\u62ec\uff1a \u8ab2\u7a0b\u7db2\u7ad9\uff1a\u6574\u5408\u81ea\u88fd\u6559\u6750\u8207\u7dda\u4e0a\u8cc7\u6e90\uff0c\u4fc3\u9032\u4e92\u52a9\u5b78\u7fd2 (HTML) \u5c0e\u8b80\u5f71\u7247\uff1a\u5e6b\u52a9\u540c\u5b78\u4e86\u89e3\u7dda\u4e0a\u9810\u7fd2\u5167\u5bb9(\u7dda\u4e0a\u8ab2\u7a0b\u539f\u6587\u6559\u5b78\u5f71\u7247) \u8b1b\u7fa9\uff1a\u6bcf\u4e00\u55ae\u5143\u7684\u8b1b\u7fa9\u6295\u5f71\u7247 (PPT) \u8ab2\u5802\u7b46\u8a18\uff1a\u6bcf\u4e00\u55ae\u5143\u7684\u8ab2\u5802\u6240\u4f7f\u7528\u7684\u7a0b\u5f0f\u78bc(R-Notebook) \u4f5c\u696d\u7b46\u8a18\uff1a\u6bcf\u4e00\u55ae\u5143\u7684\u4f5c\u696d(R-Notebook) \u7dda\u4e0a\u6a21\u64ec\u7a0b\u5f0f\uff1a\u4ee5\u4e92\u52d5\u6a21\u64ec\u7684\u65b9\u5f0f\u5e6b\u52a9\u540c\u5b78\u4e86\u89e3\u6bd4\u8f03\u8907\u96dc\u7684\u6982\u5ff5 (R:Shiny) \u4e0a\u8ab2\u9304\u5f71\uff1a \u65b9\u4fbf\u540c\u5b78\u8907\u7fd2\u6216\u88dc\u8ab2 (YouTube) \u8acb\u900f\u904e\u4ee5\u4e0a\u7db2\u8def\u9023\u7d50\u5be9\u95b1\u6211\u5011\u7684\u81ea\u88fd\u6559\u6750\u7bc4\u4f8b\u3002 \u4e2d\u5c71\u7ba1\u9662\u5927\u6578\u64da\u904b\u7b97\u8cc7\u6e90 \u672c\u8ab2\u7a0b\u4e4b\u4e2d\u5c07\u4f7f\u7528\u8d85\u904e\u4e09\u5104\u7b46\u8cc7\u6599\u7684\u5de8\u578b\u8cc7\u6599\u96c6\uff0c\u5b78\u751f\u53ef\u4ee5\u900f\u904e\u5b78\u751f\u5e33\u865f\u4f7f\u7528\u4e2d\u5c71\u7ba1\u9662\uff1a\u5546\u696d\u5927\u6578\u64da\u5e73\u53f0\u4e4b\u4e2d\u7684\u5927\u6578\u64da\u904b\u7b97\u8cc7\u6e90\uff0c\u5305\u62ec\uff1a \u6240\u6709\u7684\u5927\u578b\u8cc7\u6599\u96c6\u5c07\u4e8b\u5148\u5e03\u7f6e\u5728Hadoop\u7db2\u8def\u6a94\u6848\u7cfb\u7d71\u4e4b\u4e2d \u5de8\u91cf\u8cc7\u6599\u53ef\u4ee5\u8f09\u5165Spark\u6574\u5408\u5206\u6790\u5f15\u64ce\uff0c\u4ee5\u8cc7\u6599\u6846\u4ecb\u9762\u8655\u7406\u8cc7\u6599\uff0c \u5de8\u91cf\u8cc7\u6599\u4e5f\u53ef\u4ee5\u8f09\u5165GreenPlum\u5206\u6563\u5f0f\u8cc7\u6599\u5eab\uff0c\u900f\u904eSQL\u4ecb\u9762\u9032\u884c\u8655\u7406 \u9664\u4e86\u8cc7\u6599\u6846\u548cSQL\u4ecb\u9762\u4e4b\u5916\uff0c\u6574\u5408\u5206\u6790\u5e73\u53f0\u4e5f\u63d0\u4f9b\u4e86\u7c21\u6613\u7684\u8cc7\u6599\u4e0a\u50b3\u548c\u63a2\u7d22\u529f\u80fd \u900f\u904e\u5e73\u53f0\u53ef\u4ee5\u4f7f\u7528\u9ad8\u968e\u4ecb\u9762(Keras)\u4f7f\u7528\u914d\u5099\u6709GPU\u7684\u6df1\u5ea6\u904b\u7b97\u4e3b\u6a5f\u5efa\u7acb\u4eba\u5de5\u667a\u6167\u6a21\u578b \u4f7f\u7528\u8005\u7b2c\u4e00\u6b21\u767b\u9304\uff0c\u5373\u53ef\u900f\u904e\u6839\u76ee\u9304\u4e4b\u4e0b\u7684\u793a\u7bc4\u7a0b\u5f0f\uff0c(\u7df4\u7fd2)\u4f7f\u7528\u4ee5\u4e0a\u5404\u9805\u8cc7\u6e90 \u4f7f\u7528\u8005\u53ef\u4ee5\u900f\u904e\u6587\u5b57\u5206\u6790\u5e73\u53f0\uff0c\u4ee5\u534a\u81ea\u52d5\u5316\u7684\u65b9\u5f0f\u4e0a\u50b3\u3001\u5206\u6790\u6587\u96c6\u8cc7\u6599\uff0c\u76ee\u524d\u6587\u5b57\u5e73\u53f0\u4e4b\u4e2d\u5df2\u7d93\u5b58\u6709\u904e\u53bb10\u5e74\u9593PTT\u7db2\u7ad9\u591a\u6578\u7248\u9762\u7684\u6587\u5b57\u8cc7\u6599\uff0c\u4f7f\u7528\u8005\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u95dc\u9375\u5b57\u548c\u65e5\u671f\u7be9\u9078PO\u6587\u5167\u5bb9\uff0c\u9032\u884c\u5206\u6790 \u7dda\u4e0a\u8ab2\u7a0b \u6211\u5011\u6703\u53c3\u8003\u4ee5\u4e0b\u7dda\u4e0a\u8ab2\u7a0b(MOOC&#8217;s)\uff1a \u54e5\u672c\u54c8\u6839\u5546\u5b78\u9662\u958b\u8a2d\u7684Digital Transformation in Financial Services\u7dda\u4e0a\u8ab2\u7a0b(Coursera) Digital Competition in Financial Services FinTech and the Transformation in Financial Services Innovation Strategy: Developing Your Fintech strategy Digital Transformation of Financial Services &#8211; Capstone Project \u7d10\u7d04\u5dde\u7acb\u5927\u5b78\u6c34\u725b\u57ce\u5206\u6821\u958b\u8a2d\u7684Blockchain\u7dda\u4e0a\u8ab2\u7a0b(Coursera) Blockchain Basics Smart Contracts Decentralized Apllication&#8230;<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-802","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/802","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=802"}],"version-history":[{"count":6,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/802\/revisions"}],"predecessor-version":[{"id":5760,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/802\/revisions\/5760"}],"wp:attachment":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=802"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}