{"id":5809,"date":"2024-03-06T12:12:01","date_gmt":"2024-03-06T04:12:01","guid":{"rendered":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=5809"},"modified":"2024-10-01T12:50:43","modified_gmt":"2024-10-01T04:50:43","slug":"4-%e8%b3%87%e6%96%99%e6%a1%86%e6%95%b4%e7%90%86%e5%a5%97%e4%bb%b6-cm512-2024-02","status":"publish","type":"page","link":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=5809","title":{"rendered":"4. \u8cc7\u6599\u6846\u6574\u7406\u5957\u4ef6 (CM512 2024.09)"},"content":{"rendered":"<h5 style=\"padding-left: 20px;\"><b>\u55ae\u5143\u5927\u7db1\uff1a<\/b><\/h5>\n<h6 style=\"padding-left: 60px;\">\u25c6 04A: `dplyr`\u5957\u4ef6\u7c21\u4ecb<\/h6>\n<h6 style=\"padding-left: 100px;\">\u25c7 \u6b04\u4f4d\u8f49\u63db\u8207\u5b9a\u7fa9 Transform and Create Columns<\/h6>\n<h6 style=\"padding-left: 100px;\">\u25c7 \u8a18\u9304\u7be9\u9078\u8207\u6392\u5217 Filtering and Ordering Rows<\/h6>\n<h6 style=\"padding-left: 100px;\">\u25c7 \u8cc7\u6599\u5f59\u7e3d\u8207\u7fa4\u7d44\u904b\u7b97 Group Summary<\/h6>\n<h6 style=\"padding-left: 100px;\">\u25c7 \u66f4\u9748\u6d3b\u7684\u8a9e\u6cd5 Enhancement Features<\/h6>\n<h6 style=\"padding-left: 60px;\">\u25c6 04B: \u8cc7\u6599\u7fa4\u7d44\u8207\u7fa4\u7d44\u904b\u7b97 `group_by` &amp; group operations<\/h6>\n<h6 style=\"padding-left: 100px;\">\u25c7 \u5de2\u5957\u5f0f\u7684\u7fa4\u7d44\u7d50\u69cb Embedded Group Structure<\/h6>\n<h6 style=\"padding-left: 100px;\">\u25c7 \u7fa4\u7d44\u532f\u7e3d Group Summarise<\/h6>\n<h6 style=\"padding-left: 100px;\">\u25c7 \u7fa4\u7d44\u8f49\u63db Group Mutate<\/h6>\n<h6 style=\"padding-left: 100px;\">\u25c7 \u532f\u7e3d\u3001\u5411\u91cf\u548c\u7a97\u53e3\u529f\u80fd summarise, vector &amp; windows functions<\/h6>\n<h6 style=\"padding-left: 60px;\">\u25c6 \u671f\u4e2d\u8cc7\u6599\u6848\uff1a Tafeng DataSet<\/h6>\n<h6 style=\"padding-left: 100px;\">\u25c7 \u8cc7\u6599\u5f59\u6574 Data Aggregation<\/h6>\n<hr \/>\n<h5 style=\"padding-left: 20px;\"><b>\u8ab2\u5802\u7b46\u8a18\uff1a<\/b><\/h5>\n<h6 style=\"padding-left: 60px;\">\u25c6 UNIT4A\uff1a`dplyr`\u5957\u4ef6\u7c21\u4ecb ( <a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/bap2\/2409cm512\/unit04A_dplyr.html\">html<\/a> )<\/h6>\n<h6 style=\"padding-left: 60px;\">\u25c6 UNIT4B\uff1a\u8cc7\u6599\u7fa4\u7d44\u8207\u7fa4\u7d44\u904b\u7b97 ( <a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/bap2\/2409cm512\/unit04B_GroupBy.html\">html<\/a> )<\/h6>\n<h6 style=\"padding-left: 60px;\">\u25c6 tafeng\/01_Prep\uff1a\u8cc7\u6599\u6e05\u7406\u8207\u5f59\u6574 ( <a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/bap2\/2409cm512\/tafeng\/1_Prep.html\">html<\/a> )<\/h6>\n<hr \/>\n<h5 style=\"padding-left: 20px;\"><b>\u6559\u6750\u4e0b\u8f09\uff1a\u00a0<\/b><\/h5>\n<h6 style=\"padding-left: 60px;\">\u25c6 \u6559\u6750\u8cc7\u6599\u593e (<a href=\"https:\/\/drive.google.com\/drive\/folders\/1s8evr2KMkMHAlCffq6Mqn1_yk_WTl02S?usp=drive_link\"> ~\/1331cm512\/<\/a> )<\/h6>\n<h6 style=\"padding-left: 60px;\">\u25c6 Unit04\u55ae\u5143\u8cc7\u6599\u593e ( <a href=\"https:\/\/drive.google.com\/drive\/folders\/1TBHGrwdjdlWURMmnjGI85L8UiFChPrEs?usp=drive_link\">~\/1331cm512\/04\u8cc7\u6599\u6846\u6574\u7406\u5957\u4ef6\/<\/a> )<\/h6>\n<h6 style=\"padding-left: 100px;\">\u25c7 unit04_dplyr.zip (\u7b2c\u56db\u55ae\u5143)<\/h6>\n<h6 style=\"padding-left: 100px;\">\u25c7 tafeng.zip (\u671f\u4e2d\u6848\u4f8b)<\/h6>\n<hr \/>\n<h5 style=\"padding-left: 20px;\"><b>\u7b2c\u56db\u5468\u4f5c\u696d\uff1a Due: 2024\/10\/10 (\u56db) 23:59 <\/b><\/h5>\n<h6 style=\"padding-left: 60px;\"><b>\u500b\u4eba\u4f5c\u696d\uff1a<\/b><\/h6>\n<h6 style=\"padding-left: 90px;\">1. \u56de\u7b54\u8ab2\u5802\u7b46\u8a18unit04A\/B\u4e4b\u4e2d\u7684\u554f\u984c\uff0cknit\u597dHTML\u6a94\uff0c\u4ee5\u6a94\u540d&#8221;\u5b78\u865f_unit04A\/B.html&#8221;<\/h6>\n<h6 style=\"padding-left: 135px;\">\u4e0a\u50b3\u5230\u96f2\u7aef\u8cc7\u6599\u593e[ <a href=\"https:\/\/drive.google.com\/drive\/folders\/1eEArVXK_X0M58OkEVWjwsj902ZjCPlwq?usp=drive_link\">~\/\u500b\u4eba\u4f5c\u696d\/04_dplyr\/<\/a> ]<\/h6>\n<h6 style=\"padding-left: 90px;\">2. \u5b8c\u6210DataCamp\u7dda\u4e0a\u8ab2\u7a0b\uff1a <a href=\"https:\/\/www.datacamp.com\/courses\/data-manipulation-with-dplyr-in-r\">Data manipulation with dplyr in R<\/a><\/h6>\n<h6 style=\"padding-left: 135px;\">\u5c07\u8a8d\u8b49\u4e0a\u50b3\uff0c \u6a94\u540d\uff1a \u5b78\u865f_dplyr.pdf \u2192 \u8cc7\u6599\u593e\u3010 <a href=\"https:\/\/drive.google.com\/drive\/folders\/1eEArVXK_X0M58OkEVWjwsj902ZjCPlwq?usp=drive_link\">~\/\u500b\u4eba\u4f5c\u696d\/04_datacamp_dplyr<\/a> \u3011<\/h6>\n<hr \/>\n<h5 style=\"padding-left: 20px;\"><b>\u8ab2\u7a0b\u5f71\u7247\uff1a<\/b><\/h5>\n<h6 style=\"padding-left: 90px;\">\u25c6 Week04 Video Recording<\/h6>\n<hr \/>\n<h6 style=\"padding-left: 60px;\"><b>\u53c3\u8003\u9023\u7d50\uff1a<\/b><\/h6>\n<h6 style=\"padding-left: 90px;\">\u25c6\u00a0\u00a0<a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/\">Portal of Big Data BA Platform<\/a><\/h6>\n<h6 style=\"padding-left: 90px;\">\u25c6\u00a0\u00a0<a href=\"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=2039&amp;lang=en\">R: Self Learning Roadmap<\/a><\/h6>\n<h6 style=\"padding-left: 90px;\">\u25c6\u00a0 John Hopkins: R Programming <a href=\"https:\/\/www.coursera.org\/learn\/r-programming\">online course<\/a><\/h6>\n<h6 style=\"padding-left: 90px;\">\u25c6\u00a0\u00a0John Hopkins: R Programming <a href=\"https:\/\/www.cs.upc.edu\/~robert\/teaching\/estadistica\/rprogramming.pdf\">eBook<\/a><\/h6>\n<h6 style=\"padding-left: 90px;\">\u25c6\u00a0\u00a0Harvard: Data Science <a href=\"https:\/\/www.edx.org\/professional-certificate\/harvardx-data-science\">online course<\/a><\/h6>\n<h6 style=\"padding-left: 90px;\">\u25c6\u00a0 Harvard: Data Science <a href=\"https:\/\/rafalab.github.io\/dsbook\/?fbclid=IwAR1x6AsYApxZb5VUIK8KIaUxH-bP6vkOP0KejwCjyajHoDuKHrVlijyzDDc\">ebook<\/a><\/h6>\n<hr \/>\n","protected":false},"excerpt":{"rendered":"<p>\u55ae\u5143\u5927\u7db1\uff1a \u25c6 04A: `dplyr`\u5957\u4ef6\u7c21\u4ecb \u25c7 \u6b04\u4f4d\u8f49\u63db\u8207\u5b9a\u7fa9 Transform and Create Columns \u25c7 \u8a18\u9304\u7be9\u9078\u8207\u6392\u5217 Filtering and Ordering Rows \u25c7 \u8cc7\u6599\u5f59\u7e3d\u8207\u7fa4\u7d44\u904b\u7b97 Group Summary \u25c7 \u66f4\u9748\u6d3b\u7684\u8a9e\u6cd5 Enhancement Features \u25c6 04B: \u8cc7\u6599\u7fa4\u7d44\u8207\u7fa4\u7d44\u904b\u7b97 `group_by` &amp; group operations \u25c7 \u5de2\u5957\u5f0f\u7684\u7fa4\u7d44\u7d50\u69cb Embedded Group Structure \u25c7 \u7fa4\u7d44\u532f\u7e3d Group Summarise \u25c7 \u7fa4\u7d44\u8f49\u63db Group Mutate \u25c7 \u532f\u7e3d\u3001\u5411\u91cf\u548c\u7a97\u53e3\u529f\u80fd summarise, vector &amp; windows functions \u25c6 \u671f\u4e2d\u8cc7\u6599\u6848\uff1a Tafeng DataSet \u25c7 \u8cc7\u6599\u5f59\u6574 Data Aggregation \u8ab2\u5802\u7b46\u8a18\uff1a \u25c6 UNIT4A\uff1a`dplyr`\u5957\u4ef6\u7c21\u4ecb ( html ) \u25c6 UNIT4B\uff1a\u8cc7\u6599\u7fa4\u7d44\u8207\u7fa4\u7d44\u904b\u7b97 ( html ) \u25c6 tafeng\/01_Prep\uff1a\u8cc7\u6599\u6e05\u7406\u8207\u5f59\u6574 ( html ) \u6559\u6750\u4e0b\u8f09\uff1a\u00a0 \u25c6 \u6559\u6750\u8cc7\u6599\u593e ( ~\/1331cm512\/ ) \u25c6 Unit04\u55ae\u5143\u8cc7\u6599\u593e ( ~\/1331cm512\/04\u8cc7\u6599\u6846\u6574\u7406\u5957\u4ef6\/ ) \u25c7 unit04_dplyr.zip (\u7b2c\u56db\u55ae\u5143) \u25c7 tafeng.zip (\u671f\u4e2d\u6848\u4f8b) \u7b2c\u56db\u5468\u4f5c\u696d\uff1a Due: 2024\/10\/10 (\u56db) 23:59 \u500b\u4eba\u4f5c\u696d\uff1a 1. \u56de\u7b54\u8ab2\u5802\u7b46\u8a18unit04A\/B\u4e4b\u4e2d\u7684\u554f\u984c\uff0cknit\u597dHTML\u6a94\uff0c\u4ee5\u6a94\u540d&#8221;\u5b78\u865f_unit04A\/B.html&#8221; \u4e0a\u50b3\u5230\u96f2\u7aef\u8cc7\u6599\u593e[ ~\/\u500b\u4eba\u4f5c\u696d\/04_dplyr\/ ] 2. \u5b8c\u6210DataCamp\u7dda\u4e0a\u8ab2\u7a0b\uff1a Data manipulation with dplyr in R \u5c07\u8a8d\u8b49\u4e0a\u50b3\uff0c \u6a94\u540d\uff1a \u5b78\u865f_dplyr.pdf \u2192 \u8cc7\u6599\u593e\u3010 ~\/\u500b\u4eba\u4f5c\u696d\/04_datacamp_dplyr \u3011 \u8ab2\u7a0b\u5f71\u7247\uff1a \u25c6 Week04 Video Recording \u53c3\u8003\u9023\u7d50\uff1a \u25c6\u00a0\u00a0Portal of Big Data BA Platform \u25c6\u00a0\u00a0R: Self Learning Roadmap \u25c6\u00a0 John Hopkins: R Programming online course \u25c6\u00a0\u00a0John Hopkins: R Programming eBook \u25c6\u00a0\u00a0Harvard: Data Science online course \u25c6\u00a0 Harvard: Data Science ebook<\/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-5809","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/5809","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=5809"}],"version-history":[{"count":4,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/5809\/revisions"}],"predecessor-version":[{"id":5947,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/5809\/revisions\/5947"}],"wp:attachment":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5809"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}