{"id":1246,"date":"2021-04-10T15:49:07","date_gmt":"2021-04-10T07:49:07","guid":{"rendered":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=1246"},"modified":"2025-02-12T13:05:54","modified_gmt":"2025-02-12T05:05:54","slug":"r%ef%bc%9a%e6%95%b8%e6%93%9a%e5%88%86%e6%9e%90%e8%88%87%e7%b5%b1%e8%a8%88","status":"publish","type":"page","link":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=1246","title":{"rendered":"R\uff1a\u6578\u64da\u5206\u6790\u8207\u7d71\u8a08"},"content":{"rendered":"<p>\u5728\u5927\u6578\u64da\u7684\u6f6e\u6d41\u4e4b\u4e0b\uff0c\u4e00\u6d41\u7684\u5546\u5b78\u9662\u6f38\u6f38\u90fd\u5df2\u7d93\u628a\u4ee5\u5c0f\u6a23\u672c\u70ba\u57fa\u790e\u7684\u50b3\u7d71\u7684\u5546\u7528\u7d71\u8a08\u3001\u548c\u4ee5\u5927\u6578\u64da\u70ba\u57fa\u790e\u7684\u5546\u696d\u6578\u64da\u5206\u6790\u5206\u958b\u4f86\u6559\uff0c\u9019\u4efd\u81ea\u5b78\u5730\u5716 \u57fa\u672c\u4e0a\u4e5f\u53cd\u6620\u51fa\u9019\u4e00\u500b\u8da8\u52e2\uff0c\u6211\u5011\u6574\u5408\u4e86DataCamp\u548cCoursera\u9019\u5169\u500b\u7dda\u4e0a\u6559\u5b78\u5e73\u53f0\u7684\u512a\u9ede\uff0c\u6574\u7406\u51fa\u4e00\u5957\u9069\u5408\u975e\u8cc7\u7ba1\u80cc\u666f\u7684\u5546\u5b78\u9662 \u7684\u5b78\u751f\u7684\u81ea\u5b78\u5730\u5716\u00a0 (\u9ede\u9078\u5716\u4e2d\u7684\u8ab2\u7a0b\u9805\u76ee\u5c31\u53ef\u4ee5\u9023\u7d50\u5230\u8a72\u8ab2\u7a0b\u7db2\u9801)\u00a0 &#8230;<\/p>\n<p><span style=\"color: #0000ff;\">\u3010UPDATE: 2019-07-10\u3011<\/span> \u54c8\u4f5b\u5927\u5b78\u4eca\u5e74(2018)\u63a8\u51fa\u4e00\u7cfb\u5217\u5c08\u70ba\u975e\u8cc7\u7ba1\u80cc\u666f\u7684\u5546\u5b78\u9662\u5b78\u751f\u8a2d\u8a08\u7684\u8cc7\u6599\u5206\u6790\u8207\u57fa\u790e\u7d71\u8a08\u8ab2\u7a0b &#8211; <a href=\"https:\/\/www.edx.org\/professional-certificate\/harvardx-data-science\">Data Science, Harvard Univ.<\/a>\uff0c\u76ee\u524d\u5168\u90e8\u7684\u55ae\u5143\u5df2\u7d93\u4e0a\u7dda\u4e86\uff0c\u4ee5\u4e0b\u6211\u5011\u5c07\u5b83\u6574\u5408\u5230\u6211\u5011\u7684\u81ea\u5b78\u5730\u5716\u88e1\u9762\u3002\u9019\u500b\u8ab2\u7a0b\u653e\u5728 <a href=\"https:\/\/www.edx.org\/\">edX<\/a> \u9019\u500b\u983b\u53f0\u4e0a\u9762\uff0c\u5b83\u4e00\u6a23\u6709\u514d\u8cbb\u65c1\u807d\u548c\u4ed8\u8cbb\u8a8d\u8b49\u5169\u7a2e\u9078\u9805\u3002<\/p>\n<p><iframe loading=\"lazy\" width=\"700\" height=\"780\" src=\"https:\/\/bap2.cm.nsysu.edu.tw\/bap2\/drawio\/DataScience23.html\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><span data-mce-type=\"bookmark\" style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" class=\"mce_SELRES_start\">\ufeff<\/span><span data-mce-type=\"bookmark\" style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" class=\"mce_SELRES_start\">\ufeff<\/span><\/iframe><\/p>\n<p><span style=\"font-weight: 400;\"><span style=\"color: #333399;\">\u3010R\u8a9e\u8a00\u3011<\/span>\u5c0d\u975e\u8cc7\u7ba1\u80cc\u666f\u7684MBA\u4f86\u8aaa\uff0c\u5546\u696d\u6578\u64da\u5206\u6790\u4e3b\u8981\u662f\u4f9d\u9760\u4f7f\u7528\u5de5\u5177\uff0c\u800cR\u8a9e\u8a00\u865f\u7121\u7591\u554f\u662f\u4f7f\u7528\u9019\u4e9b\u8cc7\u6599\u5206\u6790\u5de5\u5177\u6700\u65b9\u4fbf\u7684\u4ecb\u9762\u3002\u5f9e\u884c\u92b7\u50b3\u64ad\u3001\u8ca1\u52d9\u91d1\u878d\u3001\u7ba1\u7406\u6703\u8a08\u3001\u4f5c\u696d\u7ba1\u7406\u3001\u4eba\u529b\u8cc7\u6e90\u7ba1\u7406\uff0c\u5f9e\u50b3\u7d71\u7684\u8cc7\u6599\u5eab\u3001\u5927\u6578\u64da\u3001\u53e2\u96c6\u904b\u7b97\u3001\u5230\u76ee\u524d\u6d41\u884c\u7684\u4eba\u5de5\u667a\u6167\u3001\u6df1\u5ea6\u5b78\u7fd2\uff0c\u73fe\u5728\u90fd\u5df2\u7d93\u6709R\u7684\u9ad8\u968e\u61c9\u7528\u5957\u4ef6\uff0c\u8a31\u591a\u7b2c\u4e00\u6d41\u7684\u5546\u5b78\u9662\u4e5f\u7d1b\u7d1b\u63a8\u51fa\u8cc7\u6599\u79d1\u5b78\u5546\u7ba1\u61c9\u7528\u7684\u7dda\u4e0a\u8ab2\u7a0b\uff1b\u9019\u4e9b\u5957\u4ef6\u90fd\u662f\u53ef\u4ee5\u81ea\u884c\u4e0b\u8f09\u3001\u5408\u6cd5\u4f7f\u7528\u7684\uff1b\u5c0d\u5546\u5b78\u9662\u7684\u5b78\u751f\u4f86\u8aaa\uff0c\u5927\u591a\u6578\u7684\u7dda\u4e0a\u8ab2\u7a0b\u4e5f\u90fd\u662f\u53ef\u4ee5\u514d\u8cbb\u65c1\u807d\u7684(<\/span><a href=\"https:\/\/bap.cm.nsysu.edu.tw\/?p=816\"><span style=\"font-weight: 400;\">\u8a73\u5982\u6b64\u6587<\/span><\/a><span style=\"font-weight: 400;\">)\u3002\u4f7f\u7528\u9019\u4e9b\u7dda\u4e0a\u8cc7\u6e90\u552f\u4e00\u7684\u524d\u63d0\u662f\u8981\u6703\u4f7f\u7528R\u8a9e\u8a00\u505a\u57fa\u672c\u7684\u8cc7\u6599\u5206\u6790\uff0c\u9019\u4e00\u4efd\u81ea\u5b78\u5730\u5716\u5c31\u662f\u5e0c\u671b\u5e6b\u52a9\u540c\u5b78\u5011\u5efa\u7acb\u9019\u4e00\u500b\u57fa\u790e\u80fd\u529b\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><span style=\"color: #333399;\">\u3010\u7dda\u4e0a\u6559\u5b78\u5e73\u53f0\u3011<\/span>Coursera\u548cDataCamp\u90fd\u662f\u5f88\u53d7\u6b61\u8fce\u7684\u7dda\u4e0a\u6559\u5b78\u5e73\u53f0\uff0c\u524d\u8005\u7684\u512a\u9ede\u662f\u8ab2\u7a0b\u5167\u5bb9\u6bd4\u8f03\u6709\u7cfb\u7d71\u3001\u8ab2\u7a0b\u7d50\u69cb\u6bd4\u8f03\u624e\u5be6\uff0c\u6211\u5011\u8a8d\u70ba\u9019\u7a2e\u6559\u5b78\u65b9\u6cd5\u6bd4\u8f03\u9069\u5408\u767c\u5c55\u5f97\u6bd4\u8f03\u6210\u719f\u7684\u50b3\u7d71\u6a5f\u7387\u3001\u7d71\u8a08\uff1b\u5f8c\u8005\u597d\u8655\u5728\u65bc\u7dda\u4e0a\u5be6\u4f5c\u3001\u5feb\u901f\u4e0a\u624b\uff0c\u6211\u5011\u8a8d\u70ba\u5b83\u6bd4\u8f03\u9069\u5408\u6b63\u5728\u5feb\u901f\u767c\u5c55\u7684\u8cc7\u6599\u79d1\u5b78\u3001\u548c\u4e0d\u65b7\u63a8\u9673\u51fa\u65b0\u7684\u5546\u52d9\u61c9\u7528\u5957\u4ef6\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><span style=\"color: #333399;\">\u3010\u514d\u8cbb vs. \u4ed8\u8cbb\u8ab2\u7a0b\u3011<\/span>\u70ba\u4e86\u5b78\u7fd2\u7684\u5b8c\u6574\u6027\uff0c\u9019\u4e00\u4efd\u5730\u5716\u88e1\u9762\u6211\u5011\u7d0d\u5165\u4e86DataCamp\u548cCoursera\u7684\u4e00\u4e9b\u4ed8\u8cbb\u8ab2\u7a0b\u3002\u7dda\u4e0a\u6559\u5b78\u5e73\u53f0(MOOC)\u7576\u7136\u9700\u8981\u6536\u5165\u624d\u80fd\u5920\u7dad\u6301\u71df\u904b\uff0c\u4e0d\u904e\uff0c\u9019\u4e00\u4e9b\u6559\u5b78\u5e73\u53f0\u5c0d\u5b78\u751f\u90fd\u662f\u975e\u5e38\u53cb\u5584\u7684\uff1b\u6709\u5b78\u751f\u8eab\u4efd\u7684\u8a71\uff0c\u4f60\u53ef\u4ee5\u900f\u904eDataCamp Classroom\u9019\u4e00\u500b\u6a5f\u5236\uff0c\u5c31\u53ef\u4ee5\u5728\u4e00\u5b9a\u7684\u671f\u9650\u5167\u514d\u8cbb\u4e0aDataCamp\u7684\u4ed8\u8cbb\u8ab2\u7a0b\uff1b\u81f3\u65bcCoursera\uff0c\u4f60\u53ea\u8981\u5728\u8a3b\u518a\u9019\u8ab2\u7a0b\u7684\u6642\u5019\u9078\u53d6&#8221;Audit&#8221;\u9019\u4e00\u500b\u9078\u9805\uff0c\u4e5f\u5c31\u53ef\u4ee5<\/span><span style=\"font-weight: 400;\">\u514d\u8cbb\u65c1\u908a<\/span><span style=\"font-weight: 400;\">\u3002\u4e2d\u5c71\u7ba1\u9662\u7684\u540c\u5b78\u5728\u4f7f\u7528\u9019\u4e9b\u4ed8\u8cbb\u8ab2\u7a0b\u7684\u6642\u5019\u9700\u8981\u5e6b\u52a9\u7684\u8a71\uff0c\u6b61\u8fce\u4f60\u5230\u7ba1\u5b78\u4e2d\u5fc3\u7684\u6280\u8853\u8aee\u8a62\u6559\u5ba4(R4091-1, ext:4607)\uff0c\u6211\u5011\u6703\u5e6b\u4f60\u89e3\u6c7a\u554f\u984c\u3002 <\/span><\/p>\n<p><span style=\"color: #333399;\"><span style=\"font-weight: 400;\">\u3010<span style=\"color: #00ffff;\">\u8ef8\u5fc3\u8def\u5f91 <\/span><\/span><span style=\"color: #00ffff;\"><b>A-B-C<\/b><\/span><\/span><span style=\"font-weight: 400;\"><span style=\"color: #333399;\">\u3011<\/span>\u5c0d\u65bc\u975e\u8cc7\u7ba1\u80cc\u666f\u7684\u540c\u5b78\uff0c\u6211\u5011\u5efa\u8b70\u4f9d\u5e8f\u5148\u4e0a <\/span><b>A<\/b><span style=\"font-weight: 400;\">\u3001 <\/span><b>B<\/b><span style=\"font-weight: 400;\"> \u3001<\/span><b>C <\/b><span style=\"font-weight: 400;\">\u9019\u4e09\u500bTrack\u88e1\u9762\u7684\u4e03\u500b\u8ab2\u7a0b\uff0c\u5176\u4e2d\uff1a<\/span><span style=\"color: #33cccc;\"><b>A<\/b><\/span><span style=\"font-weight: 400;\"> \u662f\u4e2d\u6587\u7684R\u8a9e\u8a00\u7c21\u4ecb\uff1b<\/span><span style=\"color: #33cccc;\"><b>B<\/b><\/span><span style=\"font-weight: 400;\"> \u4ecb\u7d39\u5728\u5f8c\u7e8c\u7684\u8ab2\u7a0b\u88e1\u9762\u6703\u4e00\u76f4\u7528\u5230\u7684\u5169\u500b\u91cd\u8981\u5957\u4ef6\uff1b <\/span><span style=\"color: #33cccc;\"><b>C <\/b><\/span><span style=\"font-weight: 400;\">\u5247\u662f\u8cc7\u6599\u63a2\u7d22\u548c\u500b\u6848\u5206\u6790\u3002 \u9664\u4e86\u5bb9\u6613\u4e0a\u624b\u4e4b\u5916\uff0c\u8d70\u9019\u4e00\u689d\u8def\u5f91\u6703\u4e5f\u6703\u8b93\u4f60\u770b\u5230R\u7684\u5f37\u5927\u5206\u6790\u80fd\u529b\uff0c\u4f60\u6703\u5b78\u606f\u5230\u3001\u5373\u4f7f\u4e0d\u7528\u8271\u96e3\u7684\u6a5f\u7387\u3001\u7d71\u8a08\u65b9\u6cd5\uff0c\u5149\u662f\u9760R\u7684\u57fa\u672c\u8a9e\u6cd5\u548c\u7e6a\u5716\u529f\u80fd\uff0c\u6211\u5011\u5c31\u53ef\u4ee5\u5c0d\u5546\u52d9\u8cc7\u6599\u505a\u51fa\u5f88\u7cbe\u7dfb\u7684\u5206\u6790\u3002<\/span><\/p>\n<p><span style=\"color: #333399;\"><span style=\"font-weight: 400;\">\u3010<span style=\"color: #ff6600;\">\u8f14\u52a9\u8def\u5f91 <\/span><\/span><span style=\"color: #ff6600;\"><b>D<\/b><\/span><\/span><span style=\"font-weight: 400;\"><span style=\"color: #333399;\">\u3011<\/span>\u505a\u8cc7\u6599\u5206\u6790\u7684\u6642\u5019\u4e00\u5b9a\u6703\u7528\u5230\u7e6a\u5716\u548c\u6587\u5b57\u3001\u65e5\u671f\u8cc7\u6599\u8655\u7406\uff0c\u5e38\u5e38\u6211\u5011\u4e5f\u6703\u9700\u8981\u4f7f\u7528\u8ff4\u5708\u4e4b\u985e\u7684\u7a0b\u5f0f\u908f\u8f2f\u3002\u53ea\u4e0d\u904e\u9019\u4e9b\u300c\u96dc\u9805\u300d\u5728\u8ef8\u5fc3\u8def\u5f91\u4e4b\u4e2d\u4e5f\u6703\u9678\u7e8c\u5b78\u5230\uff0c\u5c0d\u591a\u6578\u4eba\u4f86\u8aaa\uff0cTrack <\/span><span style=\"color: #ff6600;\"><b>D<\/b><\/span><span style=\"font-weight: 400;\"> \u53ef\u4ee5\u5148\u653e\u4e00\u908a\uff0c\u6709\u9700\u8981\u3001\u6216\u6709\u7a7a\u7684\u6642\u5019\u518d\u56de\u4f86\u4e0a\u3002<\/span><\/p>\n<p><span style=\"color: #333399;\"><span style=\"font-weight: 400;\">\u3010<span style=\"color: #00ff00;\">\u7d71\u8a08\u8def\u5f91 <\/span><\/span><span style=\"color: #00ff00;\"><b>E<\/b><span style=\"font-weight: 400;\">\u3001<\/span><b>F<\/b><span style=\"font-weight: 400;\">\u3001<\/span><b>G<\/b><\/span><\/span><span style=\"font-weight: 400;\"><span style=\"color: #333399;\">\u3011<\/span>\u50b3\u7d71\u7684\u7d71\u8a08\u5206\u6790\u65b9\u6cd5\u6bd4\u8f03\u91cd\u8996\u7406\u8ad6\uff0c\u5b83\u4e3b\u8981\u662f\u7528\u4f86\u6aa2\u5b9a\u8b8a\u6578\u4e4b\u9593\u662f\u5426\u6709\u986f\u8457\u7684\u95dc\u4fc2\uff1b\u76f8\u5c0d\u800c\u8a00\uff0c\u73fe\u4ee3\u7684\u5546\u696d\u6578\u64da\u5206\u6790\u6bd4\u8f03\u52d9\u5be6\uff0c\u5b83\u4e3b\u8981\u662f\u4f7f\u7528\u6b77\u53f2\u8cc7\u6599\u4f86\u9810\u6e2c\u672a\u4f86\u3002 \u8a71\u96d6\u5982\u6b64\uff0c\u6211\u5011\u9084\u662f\u9700\u8981\u6709\u7d2e\u5be6\u7684\u7406\u8ad6\u57fa\u790e\uff0c\u624d\u80fd\u5b78\u7fd2\u3001\u904b\u7528\u6bd4\u8f03\u8907\u96dc\u7684\u5546\u696d\u5206\u5de5\u5177\u3002\u5c0d\u65bc\u6c92\u4e0a\u904e\u7ba1\u7d71\u7684\u540c\u5b78\uff0c\u6211\u5011\u5efa\u8b70\u5148\u628a <\/span><span style=\"color: #00ff00;\"><b>E<\/b><\/span><span style=\"font-weight: 400;\"> \u4e0a\u5b8c\uff0c\u9019\u500bTrack\u53ef\u4ee5\u770b\u6210\u4e00\u500b\u300c\u901f\u6210\u73ed\u300d\uff0c\u5e7e\u500b\u7c21\u77ed\u7684\u81ea\u5b78\u8ab2\u7a0b\u70ba\u5927\u5bb6\u5efa\u7acb\u57fa\u672c\u7684\u7d71\u8a08\u77e5\u8b58\uff0c\u5b83\u57fa\u672c\u4e0a\u8db3\u5920\u8b93\u5927\u5bb6\u505a\u4e00\u4e9b\u57fa\u672c\u7684\u5546\u696d\u6578\u64da\u5206\u6790\u3002\u4e0d\u904e\uff0c\u7d71\u8a08\u5b78\u5176\u5be6\u662f\u4e00\u500b\u5f88\u5927\u7684\u9818\u57df\uff0c\u771f\u7684\u8981\u628a\u5b83\u5b78\u597d\uff0c\u9084\u662f\u8981\u4e0a\u6bd4\u8f03\u6709\u7cfb\u7d71\u7684\u8ab2\u7a0b\u624d\u884c\u3002<\/span><b>F<\/b><span style=\"font-weight: 400;\"> \u548c <\/span><b>G<\/b><span style=\"font-weight: 400;\"> \u5206\u5225\u662f\u7531\u963f\u59c6\u65af\u7279\u4e39\u5927\u5b78\u548c\u675c\u514b\u5927\u5b78\u63d0\u4f9b\u7684\u6b63\u5f0f\u7d71\u8a08\u5b78\u7a0b\uff0c\u5b83\u5011\u5206\u5225\u90fd\u662f\u7531\u4e94\u500b\u8ab2\u7a0b\u7d44\u6210\u7684\u5b78\u7a0b\uff0c\u9664\u4e86\u8a73\u7d30\u7684\u6559\u5b78\u5f71\u7247\u4e4b\u5916\uff0c\u4e5f\u5206\u5225\u90fd\u642d\u914d\u5169\u500bDataCamp\u7684\u8ab2\u7a0b\u8b93\u5927\u5bb6\u505a\u7df4\u7fd2\u3002\u5c0d\u4e00\u822c\u7684\u78a9\u58eb\u751f\u6211\u6703\u63a8\u85a6 <\/span><span style=\"color: #00ff00;\"><b>F<\/b><\/span><span style=\"font-weight: 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\/>\n<h5><b>REFERENCE:<\/b><\/h5>\n<p>1. 9 Best Data Analyst with R Online Courses You Need to Know in 2021 [<a href=\"https:\/\/www.mltut.com\/data-analyst-with-r-online-courses\/\">url<\/a>]<\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u5927\u6578\u64da\u7684\u6f6e\u6d41\u4e4b\u4e0b\uff0c\u4e00\u6d41\u7684\u5546\u5b78\u9662\u6f38\u6f38\u90fd\u5df2\u7d93\u628a\u4ee5\u5c0f\u6a23\u672c\u70ba\u57fa\u790e\u7684\u50b3\u7d71\u7684\u5546\u7528\u7d71\u8a08\u3001\u548c\u4ee5\u5927\u6578\u64da\u70ba\u57fa\u790e\u7684\u5546\u696d\u6578\u64da\u5206\u6790\u5206\u958b\u4f86\u6559\uff0c\u9019\u4efd\u81ea\u5b78\u5730\u5716 \u57fa\u672c\u4e0a\u4e5f\u53cd\u6620\u51fa\u9019\u4e00\u500b\u8da8\u52e2\uff0c\u6211\u5011\u6574\u5408\u4e86DataCamp\u548cCoursera\u9019\u5169\u500b\u7dda\u4e0a\u6559\u5b78\u5e73\u53f0\u7684\u512a\u9ede\uff0c\u6574\u7406\u51fa\u4e00\u5957\u9069\u5408\u975e\u8cc7\u7ba1\u80cc\u666f\u7684\u5546\u5b78\u9662 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