{"id":1144,"date":"2021-04-08T03:07:32","date_gmt":"2021-04-07T19:07:32","guid":{"rendered":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=1144"},"modified":"2021-04-08T03:07:32","modified_gmt":"2021-04-07T19:07:32","slug":"%e5%9c%a8r%e7%92%b0%e5%a2%83%e4%b8%8b%e5%9f%b7%e8%a1%8c%e5%a4%a7%e6%95%b8%e6%93%9a%e9%81%8b%e7%ae%97","status":"publish","type":"page","link":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=1144","title":{"rendered":"\u5728R\u74b0\u5883\u4e0b\u57f7\u884c\u5927\u6578\u64da\u904b\u7b97"},"content":{"rendered":"<h3 style=\"text-align: left;\"><strong><span style=\"color: #008000;\">\u7ba1\u5b78\u4e2d\u5fc3 \u5546\u696d\u5927\u6578\u64da\u5de5\u4f5c\u574a(\u4e00) R\uff1a\u5927\u6578\u64da\u904b\u7b97<\/span><\/strong><\/h3>\n<h5>\u00a0 \u00a0 \u25c7 \u6642\u9593\uff1a09\/20 (\u4e94) 14:00~17:00\u00a0 \u00a0 \u00a0 \u25c7 \u5730\u9ede\uff1aCM3038<\/h5>\n<h5>&#x1f98b;\u00a0\u672c\u5b78\u671f(108.1)\u7ba1\u9662\u898f\u5283\u4e86\u4e00\u7cfb\u5217\u7684\u8ab2\u7a0b\u548c\u6d3b\u52d5\u4f86\u5e6b\u52a9\u540c\u5b78\u5011\u7e7c\u7e8c\u5b78\u7fd2\u5546\u696d\u6578\u64da\u5206\u6790\uff0c\u9664\u4e86\u5eb7\u8001\u5e2b\u7684\u300c\u5927\u6578\u64da\u5206\u6790\u3001\u6a5f\u5668\u5b78\u7fd2\u3001\u8207\u4eba\u5de5\u667a\u6167\u65b9\u6cd5(CM503)\u300d\u4e4b\u5916\uff0c\u7ba1\u5b78\u4e2d\u5fc3\u5c07\u63a8\u51fa\u4e00\u7cfb\u5217\u7684\u300e\u5546\u696d\u5927\u6578\u64da\u5de5\u4f5c\u574a\u300f\uff1b\u70ba\u4e86\u8b93\u540c\u5b78\u5011\u5728\u5b78\u6821\u5c31\u80fd\u5be6\u969b\u64cd\u4f5c\u7522\u696d\u898f\u6a21\u7684\u5de8\u91cf\u8cc7\u6599\uff0c\u6211\u5011\u5df2\u7d93\u5728\u7ba1\u9662\u7684\u5927\u6578\u64da\u5e73\u53f0\u4e4b\u4e2d\u9810\u5148\u5e03\u7f6e\u4e86\u4e00\u6279\u4e0d\u540c\u5c6c\u6027\u7684\u5de8\u91cf\u8cc7\u6599\u96c6\uff0c\u6bcf\u4e00\u500b\u5de5\u4f5c\u574a\u6211\u5011\u90fd\u6703\u76f4\u63a5\u4ee5\u7a0b\u5f0f\u5c0e\u8b80\u7684\u65b9\u5f0f\u3001\u6559\u540c\u5b78\u5011\u5982\u4f55\u5728R\u8a9e\u8a00\u7684\u74b0\u5883\u4e2d\u64cd\u4f5c\u5927\u6578\u64da\u904b\u7b97\u3001\u904b\u7528\u5546\u696d\u5206\u6790\u6280\u5de7\u4f86\u9032\u884c\u7b56\u7565\u898f\u5283\u3002 \u9019\u4e00\u7cfb\u5217\u5de5\u4f5c\u574a\u7684\u5167\u5bb9\u662f\u70ba\u975e\u6280\u8853\u80cc\u666f\u7684\u7ba1\u9662\u540c\u5b78\u8a2d\u8a08\u7684\uff0c\u6240\u4ee5\u5404\u4f4d\u540c\u5b78\u4e0d\u9700\u8981\u6709\u8cc7\u8a0a\u3001\u96fb\u7b97\u7684\u80cc\u666f\uff0c\u53ea\u8981\u4f60\u6703\u7528R\u8a9e\u8a00\u548cRStudio\uff0c\u5c31\u53ef\u4ee5\u53c3\u52a0\uff1b\u900f\u904e\u9019\u4e00\u6b21\u5b78\u7fd2\uff0c\u4f60\u5c07\u6703\u767c\u73fe\uff0c\u5728R\u7684\u74b0\u5883\u4e4b\u4e0b\uff0c\u53ea\u8981\u4f60\u7528\u5c0d\u5de5\u5177\u548c\u65b9\u6cd5\uff0c\u8981\u5206\u6790\u5e7e\u5341\u5104\u3001\u751a\u81f3\u65bc\u5e7e\u767e\u5104\u7b46\u7684\u8cc7\u6599\uff0c\u5176\u5be6\u90fd\u4e0d\u6703\u6709\u554f\u984c\u3002 &#x26f1;<\/h5>\n<h5 style=\"padding-left: 10px;\"><b>\u5167\u5bb9\u5927\u7db1\uff1a<\/b><\/h5>\n<h5 style=\"padding-left: 40px;\">1. \u5927\u6578\u64da\u904b\u7b97\u7684\u7cfb\u7d71\u67b6\u69cb\u548c\u57fa\u672c\u89c0\u5ff5<\/h5>\n<h5 style=\"padding-left: 40px;\">2. Acquire\u8cc7\u6599\u96c6\uff1a\u4e09\u5104\u4e94\u5343\u842c\u7b46\u96f6\u552e\u4ea4\u6613\u9805\u76ee<\/h5>\n<h5 style=\"padding-left: 40px;\">3. \u5728R\u8a9e\u8a00\u7684\u74b0\u5883\u4e2d\u64cd\u4f5c\u5927\u6578\u64da\u904b\u7b97<\/h5>\n<h5 style=\"padding-left: 40px;\">4. \u5de8\u91cf\u8cc7\u6599\u7684\u5f59\u6574\uff1a\u9805\u76ee\u3001\u8a02\u55ae\u3001\u9867\u5ba2<\/h5>\n<h5 style=\"padding-left: 40px;\">5. \u5de8\u91cf\u8cc7\u6599\u7684\u63a2\u7d22\uff1a\u7522\u54c1\u90e8\u9580\u548c\u96f6\u552e\u901a\u8def\u7684\u5c0d\u61c9\u95dc\u4fc2<\/h5>\n<h5 style=\"padding-left: 40px;\">6. \u56de\u50b3\u5927\u6578\u64da\u904b\u7b97\u7684\u7d50\u679c<\/h5>\n<h5 style=\"padding-left: 40px;\">7. \u8cc7\u6599\u8996\u89ba\u5316\uff1a\u9867\u5ba2\u6a19\u7c64\u3001\u65cf\u7fa4\u5c6c\u6027\u3001\u884c\u92b7\u7b56\u7565<\/h5>\n<h5 style=\"padding-left: 10px;\"><b>\u53c3\u8003\u9023\u7d50\uff1a<\/b><\/h5>\n<h5 style=\"padding-left: 40px;\">\u00a7 <a href=\"https:\/\/spark.apache.org\/docs\/2.1.0\/\">Spark 2.1.0<\/a><\/h5>\n<h5 style=\"padding-left: 40px;\">\u00a7 <a href=\"https:\/\/spark.rstudio.com\/\">sparklyr: R interface for Apache Spark<\/a><\/h5>\n<h5 style=\"padding-left: 10px;\"><b>\u6a94\u6848\u4e0b\u8f09\uff1a<\/b><\/h5>\n<h5 style=\"padding-left: 40px;\">\u00a7 <a href=\"https:\/\/drive.google.com\/open?id=1e6NthM_stTFyz30yXrP6VKuqCyQ-1ZGj\">spark_demo.R<\/a><\/h5>\n<h5 style=\"padding-left: 40px;\">\u00a7 <a href=\"https:\/\/drive.google.com\/open?id=1_csGjFePUrPALi0hnDbi5rm7PsWkontj\">\u5927\u6578\u64da\u904b\u7b97\u5e73\u53f0.pptx<\/a><\/h5>\n<h5 style=\"padding-left: 10px;\"><b>\u8ab2\u7a0b\u5f71\u7247\uff1a<\/b><\/h5>\n<h5 style=\"padding-left: 40px;\">\u00a7 <a href=\"https:\/\/youtu.be\/hNExl1vWEN0\">\u5546\u696d\u5927\u6578\u64da\u5de5\u4f5c\u574a(\u4e00) R\uff1a\u5927\u6578\u64da\u904b\u7b97<\/a><\/h5>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-2460\" src=\"http:\/\/bap.cm.nsysu.edu.tw\/wp-content\/uploads\/2019\/09\/bigdataplatform-1024x516.png\" alt=\"\" width=\"792\" height=\"399\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-2461\" src=\"http:\/\/bap.cm.nsysu.edu.tw\/wp-content\/uploads\/2019\/09\/datapipeline-1024x691.png\" alt=\"\" width=\"797\" height=\"538\" \/><\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<p><iframe loading=\"lazy\" src=\"https:\/\/bap.cm.nsysu.edu.tw\/msrc\/2019workshop\/spark_demo.html\" width=\"850\" height=\"16000\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><br \/>\n<\/iframe><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7ba1\u5b78\u4e2d\u5fc3 \u5546\u696d\u5927\u6578\u64da\u5de5\u4f5c\u574a(\u4e00) R\uff1a\u5927\u6578\u64da\u904b\u7b97 \u00a0 \u00a0 \u25c7 \u6642\u9593\uff1a09\/20 (\u4e94) 14:00~17:00\u00a0 \u00a0 \u00a0 \u25c7 \u5730\u9ede\uff1aCM3038 &#x1f98b;\u00a0\u672c\u5b78\u671f(108.1)\u7ba1\u9662\u898f\u5283\u4e86\u4e00\u7cfb\u5217\u7684\u8ab2\u7a0b\u548c\u6d3b\u52d5\u4f86\u5e6b\u52a9\u540c\u5b78\u5011\u7e7c\u7e8c\u5b78\u7fd2\u5546\u696d\u6578\u64da\u5206\u6790\uff0c\u9664\u4e86\u5eb7\u8001\u5e2b\u7684\u300c\u5927\u6578\u64da\u5206\u6790\u3001\u6a5f\u5668\u5b78\u7fd2\u3001\u8207\u4eba\u5de5\u667a\u6167\u65b9\u6cd5(CM503)\u300d\u4e4b\u5916\uff0c\u7ba1\u5b78\u4e2d\u5fc3\u5c07\u63a8\u51fa\u4e00\u7cfb\u5217\u7684\u300e\u5546\u696d\u5927\u6578\u64da\u5de5\u4f5c\u574a\u300f\uff1b\u70ba\u4e86\u8b93\u540c\u5b78\u5011\u5728\u5b78\u6821\u5c31\u80fd\u5be6\u969b\u64cd\u4f5c\u7522\u696d\u898f\u6a21\u7684\u5de8\u91cf\u8cc7\u6599\uff0c\u6211\u5011\u5df2\u7d93\u5728\u7ba1\u9662\u7684\u5927\u6578\u64da\u5e73\u53f0\u4e4b\u4e2d\u9810\u5148\u5e03\u7f6e\u4e86\u4e00\u6279\u4e0d\u540c\u5c6c\u6027\u7684\u5de8\u91cf\u8cc7\u6599\u96c6\uff0c\u6bcf\u4e00\u500b\u5de5\u4f5c\u574a\u6211\u5011\u90fd\u6703\u76f4\u63a5\u4ee5\u7a0b\u5f0f\u5c0e\u8b80\u7684\u65b9\u5f0f\u3001\u6559\u540c\u5b78\u5011\u5982\u4f55\u5728R\u8a9e\u8a00\u7684\u74b0\u5883\u4e2d\u64cd\u4f5c\u5927\u6578\u64da\u904b\u7b97\u3001\u904b\u7528\u5546\u696d\u5206\u6790\u6280\u5de7\u4f86\u9032\u884c\u7b56\u7565\u898f\u5283\u3002 \u9019\u4e00\u7cfb\u5217\u5de5\u4f5c\u574a\u7684\u5167\u5bb9\u662f\u70ba\u975e\u6280\u8853\u80cc\u666f\u7684\u7ba1\u9662\u540c\u5b78\u8a2d\u8a08\u7684\uff0c\u6240\u4ee5\u5404\u4f4d\u540c\u5b78\u4e0d\u9700\u8981\u6709\u8cc7\u8a0a\u3001\u96fb\u7b97\u7684\u80cc\u666f\uff0c\u53ea\u8981\u4f60\u6703\u7528R\u8a9e\u8a00\u548cRStudio\uff0c\u5c31\u53ef\u4ee5\u53c3\u52a0\uff1b\u900f\u904e\u9019\u4e00\u6b21\u5b78\u7fd2\uff0c\u4f60\u5c07\u6703\u767c\u73fe\uff0c\u5728R\u7684\u74b0\u5883\u4e4b\u4e0b\uff0c\u53ea\u8981\u4f60\u7528\u5c0d\u5de5\u5177\u548c\u65b9\u6cd5\uff0c\u8981\u5206\u6790\u5e7e\u5341\u5104\u3001\u751a\u81f3\u65bc\u5e7e\u767e\u5104\u7b46\u7684\u8cc7\u6599\uff0c\u5176\u5be6\u90fd\u4e0d\u6703\u6709\u554f\u984c\u3002 &#x26f1; \u5167\u5bb9\u5927\u7db1\uff1a 1. \u5927\u6578\u64da\u904b\u7b97\u7684\u7cfb\u7d71\u67b6\u69cb\u548c\u57fa\u672c\u89c0\u5ff5 2. Acquire\u8cc7\u6599\u96c6\uff1a\u4e09\u5104\u4e94\u5343\u842c\u7b46\u96f6\u552e\u4ea4\u6613\u9805\u76ee 3. \u5728R\u8a9e\u8a00\u7684\u74b0\u5883\u4e2d\u64cd\u4f5c\u5927\u6578\u64da\u904b\u7b97 4. \u5de8\u91cf\u8cc7\u6599\u7684\u5f59\u6574\uff1a\u9805\u76ee\u3001\u8a02\u55ae\u3001\u9867\u5ba2 5. \u5de8\u91cf\u8cc7\u6599\u7684\u63a2\u7d22\uff1a\u7522\u54c1\u90e8\u9580\u548c\u96f6\u552e\u901a\u8def\u7684\u5c0d\u61c9\u95dc\u4fc2 6. \u56de\u50b3\u5927\u6578\u64da\u904b\u7b97\u7684\u7d50\u679c 7. \u8cc7\u6599\u8996\u89ba\u5316\uff1a\u9867\u5ba2\u6a19\u7c64\u3001\u65cf\u7fa4\u5c6c\u6027\u3001\u884c\u92b7\u7b56\u7565 \u53c3\u8003\u9023\u7d50\uff1a \u00a7 Spark 2.1.0 \u00a7 sparklyr: R interface for Apache Spark \u6a94\u6848\u4e0b\u8f09\uff1a \u00a7 spark_demo.R \u00a7 \u5927\u6578\u64da\u904b\u7b97\u5e73\u53f0.pptx \u8ab2\u7a0b\u5f71\u7247\uff1a \u00a7 \u5546\u696d\u5927\u6578\u64da\u5de5\u4f5c\u574a(\u4e00) R\uff1a\u5927\u6578\u64da\u904b\u7b97 &nbsp; &nbsp; &nbsp;<\/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-1144","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/1144","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=1144"}],"version-history":[{"count":2,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/1144\/revisions"}],"predecessor-version":[{"id":2230,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/1144\/revisions\/2230"}],"wp:attachment":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1144"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}