{"id":798,"date":"2021-04-04T15:25:38","date_gmt":"2021-04-04T07:25:38","guid":{"rendered":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=798"},"modified":"2025-10-17T23:30:25","modified_gmt":"2025-10-17T15:30:25","slug":"%e6%95%b8%e4%bd%8d%e8%a1%8c%e9%8a%b7%e8%88%87%e9%9b%bb%e5%ad%90%e5%95%86%e5%8b%99%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=798","title":{"rendered":"\u6578\u4f4d\u884c\u92b7\u8207\u96fb\u5b50\u5546\u52d9\u8cc7\u6599\u6848\u4f8b"},"content":{"rendered":"<div style=\"line-height: 2;\">\n<h3><strong><span style=\"color: #008000;\">\u8ab2\u7a0b\u5b89\u6392<\/span><\/strong><\/h3>\n<p>\u73fe\u4ee3\u884c\u92b7\u7684\u5169\u500b\u4e2d\u5fc3\u601d\u60f3\u5206\u5225\u662f\uff1a\u300c\u4ee5\u9867\u5ba2\u50f9\u503c\u70ba\u4e2d\u5fc3\u7684\u6578\u4f4d\u884c\u92b7\u300d\u548c\u300c\u4ee5\u6578\u64da\u5206\u6790\u70ba\u57fa\u790e\u7684\u7b56\u7565\u898f\u5283\u300d\uff0c\u6240\u4ee5\u672c\u8ab2\u7a0b\u9664\u4e86\u4f7f\u7528\u8cc7\u6599\u6848\u4f8b\u8b93\u540c\u5b78\u7df4\u7fd2\u9867\u5ba2\u50f9\u503c\u7ba1\u7406\u548c\u6578\u4f4d\u884c\u92b7\u5de5\u5177\u4e4b\u5916\uff0c\u6211\u5011\u4e5f\u8a08\u756b\u8207\u570b\u5167\u7684\u96fb\u5546\u516c\u53f8\u5408\u4f5c\uff0c\u8acb\u516c\u53f8\u63d0\u4f9b\u524d\u53f0(\u5f9e\u7db2\u7ad9\u3001\u6d41\u91cf\u5206\u6790\u5de5\u5177\u548c\u5404\u6578\u4f4d\u5a92\u9ad4\u6536\u96c6\u4e0b\u4f86\u7684\u9867\u5ba2\u884c\u70ba\u8cc7\u6599)\u548c\u5f8c\u53f0(\u9867\u5ba2\u57fa\u672c\u8cc7\u6599\u548c\u4ea4\u6613\u7d00\u9304)\u8cc7\u6599\uff0c\u914d\u5408\u6211\u5011\u900f\u904e\u7dda\u4e0a\u5de5\u5177\u548c\u7db2\u8def\u722c\u87f2\u5f9e\u4e92\u806f\u7db2\u8490\u96c6\u4e0b\u4f86\u7684\u5916\u90e8\u8cc7\u6599(\u793e\u7fa4\u5a92\u9ad4\u6216\u8a55\u8ad6\u7db2\u7ad9\u7684\u6587\u5b57\u5167\u5bb9\uff0c\u6216\u7db2\u7ad9\u6d41\u91cf\u3001\u95dc\u9375\u5b57\u7814\u7a76\u3001\u7af6\u722d\u5206\u6790\u8cc7\u6599\u7b49\u7b49)\uff0c\u6574\u5408\u6210\u4e00\u500b\u7d50\u5408\u524d\u53f0\u3001\u5f8c\u53f0\u8207\u5916\u90e8\u6578\u64da\u3001\u540c\u6642\u5e36\u6709\u7d50\u69cb\u8207\u975e\u7d50\u69cb\u5316\u8cc7\u6599\u7684\u5de8\u578b\u95dc\u806f\u5f0f\u8cc7\u6599\u96c6\uff0c\u7528\u4f86\u505a\u6574\u500b\u6578\u4f4d\u884c\u92b7\u8207\u96fb\u5b50\u5546\u52d9\u5fae\u5b78\u7a0b\u7684Capstone Project\uff1b\u6a21\u4eff\u4e00\u822c\u516c\u53f8\u7684\u4f01\u5283\u4eba\u54e1\u6700\u5e38\u906d\u9047\u7684\u60c5\u5883\uff0cCapstone Project\u5c07\u53ea\u6703\u63d0\u4f9b\u8cc7\u6599\uff0c\u800c\u4e0d\u6703\u6307\u5b9a\u5206\u6790\u7684\u6a19\u7684\uff0c\u540c\u5b78\u5011\u9700\u8981\u7d9c\u5408\u4f7f\u7528\u5728\u5b78\u7a0b\u4e4b\u4e2d\u5b78\u904e\u7684\u5206\u6790\u5de5\u5177\u548c\u65b9\u6cd5\uff1a<\/p>\n<p>(1)\u4f7f\u7528\u5927\u6578\u64da\u5206\u6790\u5e73\u53f0\u6574\u7406\u7d50\u69cb\u8207\u975e\u7d50\u69cb\u5316\u8cc7\u6599<br \/>\n(2)\u4f7f\u7528\u63a2\u7d22\u6027\u5206\u6790\u65b9\u6cd5\u548c\u8cc7\u6599\u8996\u89ba\u5316\u5de5\u5177\u770b\u51fa\u51fa\u96b1\u85cf\u5728\u8cc7\u6599\u4e4b\u4e2d\u7684\u7d50\u69cb\u548c\u8da8\u52e2<br \/>\n(3)\u5f9e\u7d50\u69cb\u548c\u548c\u8da8\u52e2\u4e4b\u4e2d\u81ea\u884c\u63d0\u51fa\u95dc\u9375\u7684\u554f\u984c\uff0c\u7136\u5f8c\u518d<br \/>\n(4)\u4f7f\u7528\u9810\u6e2c\u6027\u548c\u8a3a\u65b7\u6027\u65b9\u6cd5\u4ee5\u53ca\u6a21\u64ec\u8207\u512a\u5316\u5de5\u5177\uff0c\u5c0d\u95dc\u9375\u554f\u984c\u63d0\u51fa\u53ef\u884c\u7684\u5c0d\u7b56\u3002<\/p>\n<h4><\/h4>\n<hr \/>\n<h3 style=\"text-align: left;\"><strong><span style=\"color: #008000;\">\u8ab2\u7a0b\u5927\u7db1<\/span><\/strong><\/h3>\n<h5>PART-I \u6578\u4f4d\u5a92\u9ad4\u8207\u7dda\u4e0a\u5de5\u5177\u64cd\u505a\u5be6\u52d9<\/h5>\n<ul>\n<li>\u6578\u4f4d\u884c\u92b7\u6982\u8ad6 Digital Marketing<\/li>\n<li>\u5927\u6578\u64da\u7684\u5546\u696d\u610f\u6db5 The Business Implication of Big Data<\/li>\n<li>\u6578\u4f4d\u884c\u92b7\u7684\u6838\u5fc3\uff1a\u516c\u53f8\u7db2\u7ad9 Company Web Site<\/li>\n<li>\u7db2\u7ad9\u6d41\u91cf\u5206\u6790 Web Analytics by Google Analytics<\/li>\n<li>\u95dc\u9375\u5b57\u7814\u7a76\u8207\u641c\u7d22\u5f15\u64ce\u512a\u5316 Keyword Research &amp; Search Engine Optimization<\/li>\n<li>\u95dc\u9375\u5b57\u8207\u7db2\u9801\u5ee3\u544a Keyword and Display Advertisment<\/li>\n<li>\u5167\u5bb9\u884c\u92b7\u8207\u75c5\u6bd2\u5f0f\u884c\u92b7 Content and Virus Marketing<\/li>\n<li>\u806f\u5408\u884c\u92b7\u8207\u7db2\u7d05\u884c\u92b7 Affiliate Marketing and Celebraties<\/li>\n<li>\u793e\u7fa4\u5a92\u9ad4\u8207\u793e\u7fa4\u7db2\u7d61\u884c\u92b7 Social Media &amp; Social Marketing<\/li>\n<li>\u884c\u52d5\u5a92\u9ad4\u884c\u92b7 Mobile Marketing<\/li>\n<li>\u6574\u5408\u5f0f\u884c\u92b7\u6e9d\u901a Integrated Marketing and Communications<\/li>\n<\/ul>\n<h5>PART-II \u6578\u4f4d\u884c\u92b7\u8cc7\u6599\u6848\u4f8b<\/h5>\n<ul>\n<li>\u65b0\u7522\u54c1\u92b7\u552e\u9810\u4f30\u6848\u4f8b<\/li>\n<li>\u5ee3\u544a\u6548\u76ca\u8a55\u4f30\u6848\u4f8b<\/li>\n<li><a href=\"http:\/\/www.kaggle.com\/c\/acquire-valued-shoppers-challenge\">\u96f6\u552e\u696d\u9867\u5ba2\u50f9\u503c\u7ba1\u7406\u6848\u4f8b<\/a>\n<ul>\n<li>Acquire Valued Shoppers Challenge (Kaggle)<\/li>\n<li>349,655,789\u7b46\u4ea4\u6613\u9805\u76ee\uff0c26,500,000\u7b46\u4ea4\u6613\uff0c311,500\u4f4d\u9867\u5ba2<\/li>\n<\/ul>\n<\/li>\n<li><a href=\"http:\/\/www.kaggle.com\/c\/instacart-market-basket-analysis\">\u96fb\u5546\u7db2\u7ad9\u63a8\u85a6\u7cfb\u7d71\u6848\u4f8b<\/a>\n<ul>\n<li>Instacart Market Basket Analysis (Kaggle)<\/li>\n<li>22,026,608\u7b46\u4ea4\u6613\u9805\uff0c2,178,586\u7b46\u4ea4\u6613\uff0c131,209\u4f4d\u9867\u5ba2\uff0c49,688\u9805\u7522\u54c1<\/li>\n<\/ul>\n<\/li>\n<li><a href=\"http:\/\/www.kaggle.com\/c\/coupon-purchase-prediction\">\u96f6\u552e\u696d\u6298\u50f9\u5238\u6548\u7387\u9810\u6e2c\u6848\u4f8b<\/a>\n<ul>\n<li>Coupon Purchase Prediction (Kaggle)<\/li>\n<li>2,833,178\u6b21\u7522\u54c1\u7db2\u9801\u9ede\u64ca\uff0c1,046,668\u7db2\u7ad9\u9020\u8a2a\u4eba\u6b21<\/li>\n<li>168,996\u7b46\u4ea4\u6613\uff0c22,873\u4f4d\u9867\u5ba2<\/li>\n<\/ul>\n<\/li>\n<li><a href=\"http:\/\/2015.recsyschallenge.com\/challenge.html\">\u96fb\u5546\u7db2\u7ad9\u700f\u89bd\u8a18\u9304\u6848\u4f8b<\/a>\n<ul>\n<li>Yoochoose RecSys 2015 Competition Dataset<\/li>\n<li>33,003,944 clicks\uff0c9,297,691 sessions<\/li>\n<\/ul>\n<\/li>\n<li><a href=\"https:\/\/www.yelp.com\/dataset\/challenge\">YELP\u8a55\u8ad6\u7db2\u7ad9\u6587\u96c6<\/a>\n<ul>\n<li>Yelp Academy Challenge Round 12<\/li>\n<li>5,996,996\u7bc7\u8a55\u8ad6\u6587\u7ae0(2005~2018)\uff0c280,992\u5f35\u7167\u7247\uff0c<\/li>\n<li>1,518,169\u8a55\u8ad6\u4eba\uff0c188,583\u5546\u5e97<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h5>PART-III \u6578\u4f4d\u884c\u92b7Capstone Project<\/h5>\n<ul>\n<li>\u8cc7\u6599\u5167\u5bb9\n<ul>\n<li>\u524d\u53f0\u8cc7\u6599\uff1a\u5f9e\u7db2\u7ad9\u3001\u6d41\u91cf\u5206\u6790\u5de5\u5177\u548c\u5404\u6578\u4f4d\u5a92\u9ad4\u6536\u96c6\u4e0b\u4f86\u7684\u9867\u5ba2\u884c\u70ba\u8cc7\u6599<\/li>\n<li>\u5f8c\u53f0\u8cc7\u6599\uff1a\u9867\u5ba2\u57fa\u672c\u8cc7\u6599\u548c\u4ea4\u6613\u7d00\u9304<\/li>\n<li>\u5916\u90e8\u8cc7\u6599\uff1a\u900f\u904e\u7dda\u4e0a\u5de5\u5177\u548c\u7db2\u8def\u722c\u87f2\u5f9e\u4e92\u806f\u7db2\u8490\u96c6\u4e0b\u4f86\u7684\u5916\u90e8\u8cc7\u6599\uff0c\u50cf\u662f\u793e\u7fa4\u5a92\u9ad4\u6216\u8a55\u8ad6\u7db2\u7ad9\u7684\u6587\u5b57\u5167\u5bb9\uff0c\u6216\u7db2\u7ad9\u6d41\u91cf\u6bd4\u8f03\u3001\u95dc\u9375\u5b57\u7814\u7a76\u3001\u7af6\u722d\u5206\u6790\u8cc7\u6599\u7b49\u7b49<\/li>\n<\/ul>\n<\/li>\n<li>\u5206\u6790\u6b65\u9a5f\uff1a\n<ul>\n<li>\u4f7f\u7528\u5927\u6578\u64da\u5206\u6790\u5e73\u53f0\u6574\u7406\u7d50\u69cb\u8207\u975e\u7d50\u69cb\u5316\u8cc7\u6599\uff0c<\/li>\n<li>\u4f7f\u7528\u63a2\u7d22\u6027\u5206\u6790\u65b9\u6cd5\u548c\u8cc7\u6599\u8996\u89ba\u5316\u5de5\u5177\u770b\u51fa\u51fa\u96b1\u85cf\u5728\u8cc7\u6599\u4e4b\u4e2d\u7684\u7d50\u69cb\u548c\u8da8\u52e2\uff0c<\/li>\n<li>\u5f9e\u7d50\u69cb\u548c\u548c\u8da8\u52e2\u4e4b\u4e2d\u81ea\u884c\u63d0\u51fa\u95dc\u9375\u7684\u554f\u984c\uff0c<\/li>\n<li>\u4f7f\u7528\u9810\u6e2c\u6027\u548c\u8a3a\u65b7\u6027\u65b9\u6cd5\u88fd\u4f5c\u6a21\u578b\uff0c<\/li>\n<li>\u4f7f\u7528\u6a21\u64ec\u8207\u512a\u5316\u5de5\u5177\u5c0d\u95dc\u9375\u554f\u984c\u63d0\u51fa\u53ef\u884c\u7684\u5c0d\u7b56\uff0c<\/li>\n<li>\u88fd\u4f5c\u3001\u6e96\u5099\u671f\u672b\u7c21\u5831<\/li>\n<\/ul>\n<\/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\u667a\u6167\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>\u672c\u8ab2\u7a0b\u4e5f\u5c07\u914d\u5408\u4e2d\u5c71\u7ba1\u9662\u7684\u7684\u300c<a href=\"https:\/\/bap.cm.nsysu.edu.tw\/?page_id=925\">\u6578\u4f4d\u884c\u92b7\u8207\u7db2\u7ad9\u6578\u64da\u5206\u6790 \u7dda\u4e0a\u8ab2\u7a0b\u81ea\u5b78\u5730\u5716<\/a>\u300d\uff0c\u76e1\u91cf\u5229\u7528\u570b\u5916\u77e5\u540d\u5927\u5b78\u7684\u7dda\u4e0a\u8ab2\u7a0b\u5167\u5bb9\uff1b\u5177\u9ad4\u800c\u8a00\uff0c\u6211\u5011\u8a08\u756b\u5c07\u53c3\u8003\u4ee5\u4e0b\u7dda\u4e0a\u8ab2\u7a0b(MOOC&#8217;s)\uff1a<\/p>\n<ul>\n<li>\u4f0a\u5229\u8afe\u5927\u5b78\u9999\u6ab3\u5206\u6821\u958b\u8a2d\u7684<a href=\"https:\/\/www.coursera.org\/specializations\/digital-marketing\">Digital Marketing Specialization<\/a>\u7cfb\u5217\u8ab2\u7a0b\n<ul>\n<li><a href=\"https:\/\/www.coursera.org\/learn\/marketing-digital?specialization=digital-marketing\">Marketing in a Digital World<\/a><\/li>\n<li><a href=\"https:\/\/www.coursera.org\/learn\/marketing-analytics?specialization=digital-marketing\">Marketing Analytics in Theory<\/a><\/li>\n<li><a href=\"https:\/\/www.coursera.org\/learn\/digital-analytics?specialization=digital-marketing\">Marketing Analytics in Practice<\/a><\/li>\n<li><a href=\"https:\/\/www.coursera.org\/learn\/marketing-channels?specialization=digital-marketing\">Digital Media and Marketing Principles<\/a><\/li>\n<\/ul>\n<\/li>\n<li>\u897f\u5317\u5927\u5b78\u958b\u8a2d\u7684<a href=\"https:\/\/www.coursera.org\/specializations\/social-media-marketing\">Social Media Marketing Specialization<\/a>\u7cfb\u5217\u8ab2\u7a0b\n<ul>\n<li><a href=\"https:\/\/www.coursera.org\/learn\/what-is-social?specialization=social-media-marketing\">What is Social?<\/a><\/li>\n<li><a href=\"https:\/\/www.coursera.org\/learn\/importance-of-listening?specialization=social-media-marketing\">The Importance of Listening<\/a><\/li>\n<li><a href=\"https:\/\/www.coursera.org\/learn\/nurture-market-strategies?specialization=social-media-marketing\">Engagement &amp; Nurture Marketing Strategies<\/a><\/li>\n<li><a href=\"https:\/\/www.coursera.org\/learn\/social-imc?specialization=social-media-marketing\">Content, Advertising &amp; Social IMC<\/a><\/li>\n<\/ul>\n<\/li>\n<li>\u4f2f\u514b\u840a\u5927\u5b78\u958b\u8a2d\u7684<a href=\"https:\/\/www.edx.org\/micromasters\/berkeleyx-marketing-analytics\">Marketing Analytics<\/a>\u7cfb\u5217\u8ab2\u7a0b\n<ul>\n<li><a href=\"https:\/\/www.edx.org\/course\/marketing-analytics-marketing-measurement-strategy-0\">Marketing Measurement Strategy<\/a><\/li>\n<li><a href=\"https:\/\/www.edx.org\/course\/marketing-analytics-price-and-promotion-analytics-0\">Price and Promotion Analytics<\/a><\/li>\n<li><a href=\"https:\/\/www.edx.org\/course\/marketing-analytics-competitive-analysis-and-market-segmentation-0\">Competitive Analysis and Market Segmentation<\/a><\/li>\n<li><a href=\"https:\/\/www.edx.org\/course\/marketing-analytics-products-distribution-and-sales-0\">Products, Distribution and Sales<\/a><\/li>\n<\/ul>\n<\/li>\n<li>\u8cd3\u5dde\u5927\u5b78\u83ef\u9813\u5546\u5b78\u9662\u958b\u8a2d\u7684\n<ul>\n<li><a href=\"https:\/\/www.coursera.org\/learn\/wharton-customer-analytics?specialization=business-analytics\">Customer Analytics<\/a>\u7dda\u4e0a\u8ab2\u7a0b\uff0c\u548c<\/li>\n<li><a href=\"https:\/\/www.coursera.org\/learn\/wharton-contagious-viral-marketing\">Viral Marketing and How to Craft Contagious Content<\/a>\u7dda\u4e0a\u8ab2\u7a0b<\/li>\n<\/ul>\n<\/li>\n<li>\u6ce2\u58eb\u9813\u5927\u5b78\u958b\u8a2d\u7684<a href=\"https:\/\/www.edx.org\/course\/social-media-marketing-bux-qd504x-0\">Strategic Social Media Marketing<\/a>\u7dda\u4e0a\u8ab2\u7a0b<\/li>\n<li>\u54e5\u502b\u6bd4\u4e9e\u5927\u5b78\u958b\u8a2d\u7684<a href=\"https:\/\/www.edx.org\/course\/marketing-analytics-columbiax-bamm-104x-0\">Marketing Analytics<\/a>\u7dda\u4e0a\u8ab2\u7a0b<\/li>\n<li>\u6cd5\u570bESSEC\u5546\u5b78\u9662\u8207\u4e16\u754c\u7d1a\u7684\u7ba1\u7406\u9867\u554f\u516c\u53f8ACCENTURE\u5171\u540c\u958b\u8a2d\u7684<a href=\"https:\/\/www.coursera.org\/learn\/foundations-marketing-analytics\">Foundations of marketing analytics<\/a>\u7dda\u4e0a\u8ab2\u7a0b<\/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<p>\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<\/p>\n<ul>\n<li><a href=\"https:\/\/www.kaggle.com\/\">Kaggle<\/a> \u516c\u958b\u8cc7\u6599\u7db2\u7ad9<\/li>\n<li><a href=\"https:\/\/archive.ics.uci.edu\/ml\/datasets.html\">UCI Machine Learning Repository<\/a><\/li>\n<li><a href=\"https:\/\/data.gov.tw\/\">\u653f\u5e9c\u8cc7\u6599\u958b\u5206\u5e73\u53f0<\/a><\/li>\n<li><a href=\"https:\/\/scidm.nchc.org.tw\/\">\u570b\u5bb6\u9ad8\u901f\u7db2\u8def\u8207\u8a08\u7b97\u4e2d\u5fc3 \u8cc7\u6599\u5e02\u96c6\u5e73\u53f0<\/a><\/li>\n<\/ul>\n<hr \/>\n<h3 style=\"text-align: left;\"><strong><span style=\"color: #008000;\">\u7dda\u4e0a\u8ab2\u7a0b\u8a8d\u8b49<\/span><\/strong><\/h3>\n<p>\u6211\u5011\u4e5f\u8a08\u756b\u900f\u904e\u4e92(\u81ea)\u52a9\u5b78\u7fd2\u7684\u65b9\u5f0f\uff0c\u5354\u52a9\u5b78\u751f\u4e0a\u5b8c<a href=\"https:\/\/analytics.google.com\/analytics\/academy\/\">Google Analytics Academy<\/a>\u6240\u63d0\u4f9b\u7684\u9019\u5169\u500b\u514d\u8cbb\u7dda\u4e0a\u8ab2\u7a0b\u4e26\u53d6\u5f97\u8a8d\u8b49\uff1a<\/p>\n<ul>\n<li><a href=\"https:\/\/analytics.google.com\/analytics\/academy\/course\/6\">Google Analytics (\u5206\u6790) \u7684\u57fa\u790e\u77e5\u8b58<\/a><\/li>\n<li><a href=\"https:\/\/analytics.google.com\/analytics\/academy\/course\/7\">Google Analytics (\u5206\u6790) \u7684\u9032\u968e\u6982\u5ff5<\/a><\/li>\n<\/ul>\n<hr \/>\n<h3 style=\"text-align: left;\"><strong><span style=\"color: #008000;\">\u5176\u4ed6\u7dda\u4e0a\u8cc7\u6e90<\/span><\/strong><\/h3>\n<p>\u6b64\u5916\uff0c\u6211\u5011\u4e5f\u8a08\u756b\u5728\u8ab2\u7a0b\u4e2d\u6307\u5c0e\u5b78\u751f\u4ee5\u514d\u8cbb\u8a66\u7528\u65b9\u5f0f\u4f7f\u7528\u4ee5\u4e0b\u7dda\u4e0a\u670d\u52d9\uff1a<\/p>\n<ul>\n<li>\u900f\u904e<a href=\"https:\/\/gsuite.google.com\/learning-center\/products\/sites\/get-started\/#!\/\">Google Site<\/a> \u67b6\u8a2d\u5c0f\u7d44\u548c\u500b\u4eba\u7db2\u7ad9<\/li>\n<li>\u900f\u904e<a href=\"https:\/\/analytics.google.com\/analytics\/academy\/\">Google Analytics<\/a>\u548c<a href=\"https:\/\/cloud.google.com\/bigquery\/\">Google BigQuery<\/a>\u6536\u96c6\u3001\u5206\u6790\u7db2\u7ad9\u6d41\u91cf\u8cc7\u6599<\/li>\n<li>\u900f\u904e<a href=\"https:\/\/www.similarweb.com\/\">SimilarWeb<\/a>\u6bd4\u8f03\u7af6\u722d\u7db2\u7ad9\u7684\u5404\u7a2e\u6d41\u91cf\u6307\u6a19<\/li>\n<li>\u900f\u904e<a href=\"https:\/\/serpstat.com\/\">Serpstat<\/a>\u505a\u95dc\u9375\u5b57\u7814\u7a76\u548c\u641c\u7d22\u5f15\u64ce\u512a\u5316<\/li>\n<li>\u900f\u904e<a href=\"https:\/\/brand24.com\/\">Brand24<\/a>\u505a\u793e\u7fa4\u5a92\u9ad4\u5167\u5bb9\u76e3\u807d<\/li>\n<li>\u900f\u904e <a href=\"https:\/\/cloud.google.com\/gcp\/?hl=zh-tw\">Google Cloud Platform (GCP)<\/a> \u79df\u7528\u3001\u67b6\u8a2d\u96f2\u7aef\u6df1\u5ea6\u5b78\u7fd2\u4e3b\u6a5f<\/li>\n<li>\u900f\u904e <a href=\"https:\/\/www.ibm.com\/watson-analytics\">IBM Watson Analytics<\/a> \u7df4\u7fd2\u4f7f\u7528\u81ea\u52d5\u6a5f\u5668\u5b78\u7fd2\u7cfb\u7d71<\/li>\n<li>\u900f\u904e <a href=\"https:\/\/www.ibm.com\/support\/knowledgecenter\/en\/SS4QC9\/com.ibm.solutions.wa_an_overview.2.0.0.doc\/wa_an_hlp_wasm_intro.html\">IBM Watson Analytics for Social Media<\/a> \u7df4\u7fd2\u64cd\u4f5c\u793e\u7fa4\u7db2\u8def\u76e3\u807d\u548c\u6587\u5b57\u5167\u5bb9\u5206\u6790<\/li>\n<\/ul>\n<hr \/>\n<h3 style=\"text-align: left;\"><strong><span style=\"color: #008000;\">\u53c3\u8003\u66f8\u76ee<\/span><\/strong><\/h3>\n<p>\u672c\u8ab2\u7a0b\u7684\u53c3\u8003\u66f8\u76ee\u66ab\u5b9a\u5982\u4e0b\uff1a<\/p>\n<ol>\n<li>Chapman, C., &amp; Feit, E. M. (2015). R for marketing research and analytics. Springer.<\/li>\n<li>James, G., Witten, D., &amp; Hastie, T. (2014). An Introduction to Statistical Learning: With Applications in R. Springer.<\/li>\n<li>Kaushik, A. (2009) Web Analytics 2.0: The Art of Online Accountability and Science of Customer Centricity. Sybex.<\/li>\n<li>Stokes, Rob. (2013). eMarketing: The essential guide to marketing in a digital world. Quirk eMarketing.<\/li>\n<\/ol>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u8ab2\u7a0b\u5b89\u6392 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