{"id":6500,"date":"2025-10-20T16:12:34","date_gmt":"2025-10-20T08:12:34","guid":{"rendered":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=6500"},"modified":"2025-10-20T16:12:34","modified_gmt":"2025-10-20T08:12:34","slug":"7-eda-ib533-2025-09","status":"publish","type":"page","link":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=6500&lang=en","title":{"rendered":"7. EDA (IB533 2025.09)"},"content":{"rendered":"
Unit Outlines\uff1a<\/b><\/h5>\n
\u25c6 From Exploration to Strategy<\/h6>\n
\u25c6 Exploration Tool Box<\/h6>\n
+ Data Manipulation & Summery<\/h6>\n
+ Data Visualization<\/h6>\n
+ Advanced Method : Clustering & Dimension Reduction<\/h6>\n
\u25c6 Data Cases<\/h6>\n
+ TF2 \u2013 Exploration<\/h6>\n
+ TF3 \u2013 Customer<\/h6>\n
+ TF4 \u2013 Product<\/h6>\n
\n
Tafeng POS Data\uff1a<\/b><\/h5>\n
\u25c6 TF2_Exploration (2_Explore.html<\/a>)<\/h6>\n
\u25c6 TF3_Customer_Value (3_CustValue.html<\/a>)<\/h6>\n
\u25c6 TF3_Product_Info (4_ProductInfo.html<\/a>)<\/h6>\n
\n
Google Drive\uff1a\u00a0<\/b><\/h5>\n
\u25c6 Course Material : [\u00a0 ~\/ib533\/<\/a> ]<\/h6>\n
\u25c6 Unit07:\u00a0 [ ~\/ib533\/unit07_Exploration\/<\/a> ]<\/h6>\n
\n
Unit07 Assignment\uff1a Due: 2025\/10\/29 (Wed.) 23:59 <\/b><\/h5>\n
Group Assignment<\/b>:<\/h6>\n
Referring to TF2\/3\/4, explore Customer (groups) and Product (categories)<\/h6>\n
within Tafeng dataset in 3 notebooks.\u00a0 Knit and upload the HTML files to<\/h6>\n
[ ~\/team\/<\/a>Group#\/ ] with filenames “G#_TF2\/3\/4.html”<\/h6>\n
\n
\u53c3\u8003\u9023\u7d50\uff1a<\/b><\/h6>\n
\u25c6\u00a0\u00a0From Data to Viz<\/a><\/h6>\n
\u25c6\u00a0\u00a0Portal of Big Data BA Platform<\/a><\/h6>\n
\u25c6\u00a0\u00a0R: Self Learning Roadmap<\/a><\/h6>\n
\u25c6\u00a0 John Hopkins: R Programming online course<\/a><\/h6>\n
\u25c6\u00a0\u00a0John Hopkins: R Programming eBook<\/a><\/h6>\n
\u25c6\u00a0\u00a0Harvard: Data Science online course<\/a><\/h6>\n
\u25c6\u00a0 Harvard: Data Science ebook<\/a><\/h6>\n
\n
\u25c6 Week07c Video Recording<\/h6>\n
\n","protected":false},"excerpt":{"rendered":"

Unit Outlines\uff1a \u25c6 From Exploration to Strategy \u25c6 Exploration Tool Box + Data Manipulation & Summery + Data Visualization + Advanced Method : Clustering & Dimension Reduction \u25c6 Data Cases + TF2 \u2013 Exploration + TF3 \u2013 Customer + TF4 \u2013 Product Tafeng POS Data\uff1a \u25c6 TF2_Exploration (2_Explore.html) \u25c6 TF3_Customer_Value (3_CustValue.html) \u25c6 TF3_Product_Info (4_ProductInfo.html) Google Drive\uff1a\u00a0 \u25c6 Course Material : [\u00a0 ~\/ib533\/ ] \u25c6 Unit07:\u00a0 [ ~\/ib533\/unit07_Exploration\/ ] Unit07 Assignment\uff1a Due: 2025\/10\/29 (Wed.) 23:59 Group Assignment: Referring to TF2\/3\/4, explore Customer (groups) and Product (categories) within Tafeng dataset in 3 notebooks.\u00a0 Knit and upload the HTML files to [ ~\/team\/Group#\/ ] with filenames “G#_TF2\/3\/4.html” \u53c3\u8003\u9023\u7d50\uff1a \u25c6\u00a0\u00a0From Data to Viz \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 \u25c6 Week07c Video Recording<\/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-6500","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/6500","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=6500"}],"version-history":[{"count":2,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/6500\/revisions"}],"predecessor-version":[{"id":6502,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/6500\/revisions\/6502"}],"wp:attachment":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6500"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}