{"id":5111,"date":"2023-05-20T16:02:42","date_gmt":"2023-05-20T08:02:42","guid":{"rendered":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=5111"},"modified":"2023-09-23T00:39:32","modified_gmt":"2023-09-22T16:39:32","slug":"%e9%87%91%e8%9e%8d%e6%95%b8%e6%93%9a%e5%88%86%e6%9e%90112-1","status":"publish","type":"page","link":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=5111","title":{"rendered":"\u91d1\u878d\u6578\u64da\u5206\u6790(112-1)"},"content":{"rendered":"

\u8ab2\u7a0b\u5927\u7db1<\/strong><\/span><\/h4>\n

FinTech\u7684\u8ce6\u6b0a\u6295\u8cc7\u4eba(Empowered Investor)\u6982\u5ff5\uff0c\u5c07\u5c0e\u5f15\u672a\u4f86\u91d1\u878d\u5e02\u5834\u671d\u5411CS\uff08Computer Science\uff09\u8207\u91d1\u878d\u5546\u54c1\u64cd\u4f5c\u7684\u6574\u5408\u767c\u5c55\u4e0a\u3002\u56e0\u6b64\uff0c\u5168\u65b9\u4f4d\u500b\u4eba\u7406\u8ca1\u4eba\u624d\u7684\u57f9\u990a\uff0c\u4e0d\u50c5\u8981\u77ad\u89e3\u5e02\u9762\u4e0a\u7684\u91d1\u878d\u5de5\u5177\u5916\uff0c\u66f4\u5fc5\u9808\u5177\u5099\u4e00\u5b9a\u7a0b\u5ea6\u7684\u8cc7\u6599\u8655\u7406\u8207\u5206\u6790\u80fd\u529b\uff0c\u4ee5\u56e0\u61c9\u672a\u4f86FinTech\u8da8\u52e2\u4e0b\u7684\u5e02\u5834\u7af6\u722d\u3002\u672c\u8ab2\u7a0b\u7684\u76ee\u6a19\u662f\u4ee5\u8cc7\u6599\u79d1\u5b78(Data Science)\u70ba\u4e3b\uff0c\u900f\u904eR\u8a9e\u8a00\u7a0b\u5f0f\u8a2d\u8a08\u80fd\u529b\uff0c\u57f9\u990a\u5168\u65b9\u4f4d\u7406\u8ca1\u4eba\u624d\uff0c\u5f9e\u5de8\u91cf\u7684\u91cf\u5316\u8ca1\u52d9\u4fe1\u606f\u5206\u6790\u51fa\u5408\u9069\u7684\u500b\u4eba\u7406\u8ca1\u4ea4\u6613\u7b56\u7565\u3002<\/span><\/p>\n

FinTech’s Empowered Investor concept will guide the future development of financial markets towards the integration of CS (Computer Science) and financial commodity operations. Therefore, the cultivation of all-round personal financial management talents must not only understand the financial instruments on the market, but also must have a certain degree of data processing and analysis capabilities in order to cope with the market competition under the trend of FinTech in the future. The goal of this course is to focus on Data Science, to develop a full range of financial management talents through R language programming skills, and to analyze appropriate personal financial trading strategies from a huge amount of quantitative financial information.<\/span><\/p>\n

\u8ab2\u7a0b\u76ee\u6a19<\/strong><\/span><\/h4>\n

\u56e0\u61c9\u672a\u4f86FinTech\u8da8\u52e2\uff0c\u672c\u8ab2\u7a0b\u7684\u6559\u5b78\u76ee\u6a19\u5c31\u662f\u5f9e\u8cc7\u6599\u79d1\u5b78(Data Science)\u89d2\u5ea6\u51fa\u767c\uff0c\u900f\u904eR\u8a9e\u8a00\u7a0b\u5f0f\u6559\u5b78\uff0c\u57f9\u990a\u5b78\u751f\u904b\u7528R\u7a0b\u5f0f\u80fd\u529b\uff0c\u5f9e\u91cf\u5316\u8ca1\u52d9\u4fe1\u606f\u5206\u6790\u51fa\u5408\u9069\u7684\u500b\u4eba\u7406\u8ca1\u4ea4\u6613\u7b56\u7565\uff0c\u9054\u5230\u5168\u65b9\u4f4d\u7406\u8ca1\u80fd\u529b\u3002\u672c\u8ab2\u7a0b\u524d\u534a\u6bb5\u5c07\u5c08\u6ce8\u5728R\u8a9e\u8a00\u6559\u5b78\uff0c\u5f8c\u534a\u6bb5\u5c08\u6ce8\u5728\u904b\u7528R\u8a9e\u8a00\u5206\u6790\u76f8\u95dc\u4ea4\u6613\u7b56\u7565\u4e4b\u53ef\u884c\u6027\u3002<\/span><\/p>\n

Cultivate the students have the ability of data science. Teach students R language and programing. Focus on R programing at the beginning, and use R to create trading strategy after that. Finally, cultivate students to be FinTech talents.<\/span><\/p>\n

\u6388\u8ab2\u65b9\u5f0f<\/strong><\/span><\/h4>\n
    \n
  1. Homework or\/and In-class quizs<\/span><\/li>\n
  2. Lecture<\/span>
    \n\u5df2\u9078\u8ab2\u5b78\u751f\u8acb\u65bc\u4ee5\u4e0b\u9023\u7d50\u9032\u5165: https:\/\/meet.google.com\/cvf-grme-auq<\/a><\/span>
    \n\u9032\u5165\u6703\u8b70\u5ba4\uff0c\u7d71\u4e00\u540d\u7a31\u70ba\uff1a\u79d1\u7cfb+\u5e74\u7d1a+\u5b78\u865f+\u59d3\u540d\u3002<\/span>
    \n\u975e\u9078\u8ab2\u5b78\u751f\u64ec\u65c1\u807d\u8005,\u8acb\u65bc\u524d\u8ff0\u9023\u7d50\u767b\u5165,\u4e26\u65bc\u7559\u8a00\u5340\u7559\u4e0b\u79d1\u7cfb+\u5e74\u7d1a+\u5b78\u865f+\u59d3\u540d\uff0c\u4ee5\u505a\u70ba\u7570\u5e38\u8655\u7406\u4e4b\u53c3\u8003\u3002\u672c\u8ab2\u7a0b\u5c07\u8207\u4f01\u696d\u9032\u884c\u7522\u5b78\u5408\u4f5c\uff0c\u6bcf\u7d44\u7686\u9808\u5b8c\u6210\u8ab2\u7a0b\u5c08\u6848(\u5c08\u6848\u50c5\u63d0\u4f9b\u9700\u6c42\u898f\u5283\uff0c\u5305\u542b\u4ecb\u9762\/\u67b6\u69cb\u6216\u96db\u578b\u7cfb\u7d71\uff0c\u4e0d\u5305\u542b\u57f7\u884c\u8207\u5206\u6790)\u3002<\/span><\/li>\n<\/ol>\n

    \u8a55\u5206\u65b9\u5f0f<\/strong><\/span><\/h4>\n
      \n
    1. \u9ede\u540d[Class participation]\uff1a20%<\/span><\/li>\n
    2. \u8ab2\u5802\u4f5c\u696d[Homework]\uff1a10%<\/span><\/li>\n
    3. \u671f\u4e2d\u8003[Midterm]\uff1a35%<\/span><\/li>\n
    4. \u671f\u672b\u5206\u7d44\u5831\u544a[Final group report]\uff1a35%<\/span><\/li>\n<\/ol>\n

      \u53c3\u8003\u66f8\/\u6559\u79d1\u66f8\/\u95b1\u8b80\u6587\u737b<\/strong><\/span><\/h4>\n

      \u9673\u666f\u7965\uff0c2016. R \u8edf\u9ad4\u61c9\u7528\u7d71\u8a08\u65b9\u6cd5<\/em>\uff0c\u6771\u83ef\u66f8\u5c40<\/span>
      \n\u8521\u7acb\u8011\uff0c2015. \u91cf\u5316\u6295\u8cc7\u4ee5R\u8a9e\u8a00\u70ba\u5de5\u5177 <\/em>\uff0c\u96fb\u5b50\u5de5\u696d\u51fa\u7248\u793e<\/span>
      \n\u6731\u5bb6\u6cd3\uff0c2013. \u6293\u4f4fK\u7dda\uff0c\u7372\u5229\u7121\u9650<\/em>\uff0c\u91d1\u5c09
      \n\u738b\u662d\u6587\uff0c\u81ea\u7de8\u8b1b\u7fa9(\u4e3b\u8981)<\/em><\/span><\/p>\n

      \u8ab2\u7a0b\u5167\u5bb9\u53ca\u9032\u5ea6<\/strong><\/span><\/h4>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
      Week<\/span><\/td>\nSyllabus<\/span><\/td>\n<\/tr>\n
      1<\/span><\/td>\nR \u8edf\u9ad4\u7c21\u4ecb\u8207\u64cd\u4f5c[R basic]<\/span><\/td>\n<\/tr>\n
      2<\/span><\/td>\nR \u7684\u8b8a\u6578\u8207\u8cc7\u6599\u8f38\u5165\u8f38\u51fa[R parameters and data manipulation]<\/span><\/td>\n<\/tr>\n
      3<\/span><\/td>\nR \u7684\u8cc7\u6599\u8f49\u63db\u8207\u8655\u7406\u8207\u81ea\u8a02\u51fd\u6578[R data transpose and create function]<\/span><\/td>\n<\/tr>\n
      4<\/span><\/td>\nR \u7684\u8cc7\u6599\u8f49\u63db\u8207\u8655\u7406\u8207\u81ea\u8a02\u51fd\u6578[R data transpose and create function]<\/span><\/td>\n<\/tr>\n
      5<\/span><\/td>\nR for Data Science 1[R for Data Science 1]<\/span><\/td>\n<\/tr>\n
      6<\/span><\/td>\nR for Data Science 2[R for Data Science 2]<\/span><\/td>\n<\/tr>\n
      7<\/span><\/td>\nR \u5e38\u7528\u51fd\u6578\u8207\u7a0b\u5f0f\u6280\u5de7[R most used function and skills]<\/span><\/td>\n<\/tr>\n
      8<\/span><\/td>\n\u6280\u8853\u5206\u6790\u6982\u5ff5(\u6307\u6a19\u5206\u6790)[Technical analysis]<\/span><\/td>\n<\/tr>\n
      9<\/span><\/td>\n\u6280\u8853\u5206\u6790\u6982\u5ff5(\u7dda\u5716\u5206\u6790)[Technical analysis]<\/span><\/td>\n<\/tr>\n
      10<\/span><\/td>\nR\u6280\u8853\u5206\u6790\u5957\u4ef6\u904b\u7528[R quantmod and tidyquant]<\/span><\/td>\n<\/tr>\n
      11<\/span><\/td>\nR\u6280\u8853\u5206\u6790\u5957\u4ef6\u904b\u7528[R quantmod and tidyquant]<\/span><\/td>\n<\/tr>\n
      12<\/span><\/td>\n\u6280\u8853\u7dda\u5716\u91cf\u5316\u689d\u4ef6\u6355\u6293\u4e4b\u4ea4\u6613\u7b56\u7565\u5be6\u4f5c[Technical analysis and trading strategy]<\/span><\/td>\n<\/tr>\n
      13<\/span><\/td>\n\u8ff4\u6b78\u5957\u4ef6\u8207\u4e94\u7dda\u8b5c\u4e4b\u904b\u7528[Regression packages]<\/span><\/td>\n<\/tr>\n
      14<\/span><\/td>\n\u57fa\u672c\u5206\u6790\u6982\u5ff5[Fundamental analysis]<\/span><\/td>\n<\/tr>\n
      15<\/span><\/td>\n\u8ca1\u52d9\u6307\u6a19(\u5982\u4e94\u529b\u5206\u6790)\u91cf\u5316\u9078\u80a1\u4e4b\u4ea4\u6613\u7b56\u7565\u4ecb\u7d39[Trading strategy with financial index]<\/span><\/td>\n<\/tr>\n
      16<\/span><\/td>\n\u671f\u672b\u5831\u544a\u521d\u6b65\u8ab2\u5802\u5206\u4eab[Final report]<\/span><\/td>\n<\/tr>\n
      17<\/span><\/td>\n\u671f\u672b\u6210\u679c\u5831\u544a\u8207\u7e73\u4ea4[Final report]<\/span><\/td>\n<\/tr>\n
      18<\/span><\/td>\n\u5f48\u6027\u5b78\u7fd2[Alternative Curriculum]<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"

      \u8ab2\u7a0b\u5927\u7db1 FinTech\u7684\u8ce6\u6b0a\u6295\u8cc7\u4eba(Empowered Investor)\u6982\u5ff5\uff0c\u5c07\u5c0e\u5f15\u672a\u4f86\u91d1\u878d\u5e02\u5834\u671d\u5411CS\uff08Computer Science\uff09\u8207\u91d1\u878d\u5546\u54c1\u64cd\u4f5c\u7684\u6574\u5408\u767c\u5c55\u4e0a\u3002\u56e0\u6b64\uff0c\u5168\u65b9\u4f4d\u500b\u4eba\u7406\u8ca1\u4eba\u624d\u7684\u57f9\u990a\uff0c\u4e0d\u50c5\u8981\u77ad\u89e3\u5e02\u9762\u4e0a\u7684\u91d1\u878d\u5de5\u5177\u5916\uff0c\u66f4\u5fc5\u9808\u5177\u5099\u4e00\u5b9a\u7a0b\u5ea6\u7684\u8cc7\u6599\u8655\u7406\u8207\u5206\u6790\u80fd\u529b\uff0c\u4ee5\u56e0\u61c9\u672a\u4f86FinTech\u8da8\u52e2\u4e0b\u7684\u5e02\u5834\u7af6\u722d\u3002\u672c\u8ab2\u7a0b\u7684\u76ee\u6a19\u662f\u4ee5\u8cc7\u6599\u79d1\u5b78(Data Science)\u70ba\u4e3b\uff0c\u900f\u904eR\u8a9e\u8a00\u7a0b\u5f0f\u8a2d\u8a08\u80fd\u529b\uff0c\u57f9\u990a\u5168\u65b9\u4f4d\u7406\u8ca1\u4eba\u624d\uff0c\u5f9e\u5de8\u91cf\u7684\u91cf\u5316\u8ca1\u52d9\u4fe1\u606f\u5206\u6790\u51fa\u5408\u9069\u7684\u500b\u4eba\u7406\u8ca1\u4ea4\u6613\u7b56\u7565\u3002 FinTech’s Empowered Investor concept will guide the future development of financial markets towards the integration of CS (Computer Science) and financial commodity operations. Therefore, the cultivation of all-round personal financial management talents must not only understand the financial instruments on the market, but also must have a certain degree of data processing and analysis capabilities in order to cope with the market competition under the trend of FinTech in the future. The goal of this course is to focus on Data Science, to develop a full range of financial management talents through R language programming skills, and to analyze appropriate personal financial trading strategies from a huge amount of quantitative financial information. \u8ab2\u7a0b\u76ee\u6a19 \u56e0\u61c9\u672a\u4f86FinTech\u8da8\u52e2\uff0c\u672c\u8ab2\u7a0b\u7684\u6559\u5b78\u76ee\u6a19\u5c31\u662f\u5f9e\u8cc7\u6599\u79d1\u5b78(Data Science)\u89d2\u5ea6\u51fa\u767c\uff0c\u900f\u904eR\u8a9e\u8a00\u7a0b\u5f0f\u6559\u5b78\uff0c\u57f9\u990a\u5b78\u751f\u904b\u7528R\u7a0b\u5f0f\u80fd\u529b\uff0c\u5f9e\u91cf\u5316\u8ca1\u52d9\u4fe1\u606f\u5206\u6790\u51fa\u5408\u9069\u7684\u500b\u4eba\u7406\u8ca1\u4ea4\u6613\u7b56\u7565\uff0c\u9054\u5230\u5168\u65b9\u4f4d\u7406\u8ca1\u80fd\u529b\u3002\u672c\u8ab2\u7a0b\u524d\u534a\u6bb5\u5c07\u5c08\u6ce8\u5728R\u8a9e\u8a00\u6559\u5b78\uff0c\u5f8c\u534a\u6bb5\u5c08\u6ce8\u5728\u904b\u7528R\u8a9e\u8a00\u5206\u6790\u76f8\u95dc\u4ea4\u6613\u7b56\u7565\u4e4b\u53ef\u884c\u6027\u3002 Cultivate the students have the ability of data science. Teach students R language and programing. Focus on R programing at the beginning, and use R to create trading strategy after that. Finally, cultivate students to be FinTech talents. \u6388\u8ab2\u65b9\u5f0f Homework or\/and In-class quizs Lecture \u5df2\u9078\u8ab2\u5b78\u751f\u8acb\u65bc\u4ee5\u4e0b\u9023\u7d50\u9032\u5165: https:\/\/meet.google.com\/cvf-grme-auq \u9032\u5165\u6703\u8b70\u5ba4\uff0c\u7d71\u4e00\u540d\u7a31\u70ba\uff1a\u79d1\u7cfb+\u5e74\u7d1a+\u5b78\u865f+\u59d3\u540d\u3002 \u975e\u9078\u8ab2\u5b78\u751f\u64ec\u65c1\u807d\u8005,\u8acb\u65bc\u524d\u8ff0\u9023\u7d50\u767b\u5165,\u4e26\u65bc\u7559\u8a00\u5340\u7559\u4e0b\u79d1\u7cfb+\u5e74\u7d1a+\u5b78\u865f+\u59d3\u540d\uff0c\u4ee5\u505a\u70ba\u7570\u5e38\u8655\u7406\u4e4b\u53c3\u8003\u3002\u672c\u8ab2\u7a0b\u5c07\u8207\u4f01\u696d\u9032\u884c\u7522\u5b78\u5408\u4f5c\uff0c\u6bcf\u7d44\u7686\u9808\u5b8c\u6210\u8ab2\u7a0b\u5c08\u6848(\u5c08\u6848\u50c5\u63d0\u4f9b\u9700\u6c42\u898f\u5283\uff0c\u5305\u542b\u4ecb\u9762\/\u67b6\u69cb\u6216\u96db\u578b\u7cfb\u7d71\uff0c\u4e0d\u5305\u542b\u57f7\u884c\u8207\u5206\u6790)\u3002 \u8a55\u5206\u65b9\u5f0f \u9ede\u540d[Class participation]\uff1a20% \u8ab2\u5802\u4f5c\u696d[Homework]\uff1a10% \u671f\u4e2d\u8003[Midterm]\uff1a35% \u671f\u672b\u5206\u7d44\u5831\u544a[Final group report]\uff1a35% \u53c3\u8003\u66f8\/\u6559\u79d1\u66f8\/\u95b1\u8b80\u6587\u737b \u9673\u666f\u7965\uff0c2016. R \u8edf\u9ad4\u61c9\u7528\u7d71\u8a08\u65b9\u6cd5\uff0c\u6771\u83ef\u66f8\u5c40 \u8521\u7acb\u8011\uff0c2015. \u91cf\u5316\u6295\u8cc7\u4ee5R\u8a9e\u8a00\u70ba\u5de5\u5177 \uff0c\u96fb\u5b50\u5de5\u696d\u51fa\u7248\u793e \u6731\u5bb6\u6cd3\uff0c2013. \u6293\u4f4fK\u7dda\uff0c\u7372\u5229\u7121\u9650\uff0c\u91d1\u5c09 \u738b\u662d\u6587\uff0c\u81ea\u7de8\u8b1b\u7fa9(\u4e3b\u8981) \u8ab2\u7a0b\u5167\u5bb9\u53ca\u9032\u5ea6 Week Syllabus 1 R \u8edf\u9ad4\u7c21\u4ecb\u8207\u64cd\u4f5c[R basic] 2 R \u7684\u8b8a\u6578\u8207\u8cc7\u6599\u8f38\u5165\u8f38\u51fa[R parameters and data manipulation] 3 R \u7684\u8cc7\u6599\u8f49\u63db\u8207\u8655\u7406\u8207\u81ea\u8a02\u51fd\u6578[R data transpose and create function] 4 R \u7684\u8cc7\u6599\u8f49\u63db\u8207\u8655\u7406\u8207\u81ea\u8a02\u51fd\u6578[R data tr…<\/p>\n","protected":false},"author":69,"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-5111","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/5111","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\/69"}],"replies":[{"embeddable":true,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5111"}],"version-history":[{"count":7,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/5111\/revisions"}],"predecessor-version":[{"id":5649,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/5111\/revisions\/5649"}],"wp:attachment":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5111"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}