{"id":4976,"date":"2022-11-02T14:36:45","date_gmt":"2022-11-02T06:36:45","guid":{"rendered":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=4976"},"modified":"2025-11-10T16:14:43","modified_gmt":"2025-11-10T08:14:43","slug":"8-probabilities-ib533-2020-09","status":"publish","type":"page","link":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=4976&lang=en","title":{"rendered":"8. Probabilities (IB533 2025.09)"},"content":{"rendered":"
Unit Outlines\uff1a<\/b><\/h5>\n
\u25c6 Business Analytics Process as a Data Pipeline<\/h6>\n
\u3002 Data, Stat., Visual, Model, Predict, Simulate, Optimize<\/h6>\n
\u25c6 The Concept of Probability & Distribution<\/h6>\n
\u25c6 Model and Modeling Process<\/h6>\n
\u3002 Method and Method Parameters<\/h6>\n
\u3002 Model and Model Coefficients<\/h6>\n
\u3002 The Trade off between Sensibility & Generality<\/h6>\n
\u25c6 Strategy Making is a Communication Process<\/h6>\n
\u3002 Model, Predict, Simulate, Visual<\/h6>\n
\u3002 Strategy Space: Alternatives in the Space of Objectives<\/h6>\n
\n
Unit Notebook\uff1a<\/b><\/h5>\n
\u25c6 Data Case: The Old Faith (enFaith2ax<\/a>)<\/h6>\n
Interactive Shiny App\uff1a<\/b><\/h5>\n
\u25c6 The Old Faith Business Case(enFaith2a.Rmd)<\/h6>\n
\n
Google Drive\uff1a\u00a0<\/b><\/h5>\n
\u25c6 Course Material : [\u00a0 ~\/ib533\/<\/a> ]<\/h6>\n
\u25c6 Unit08:\u00a0 [ ~\/ib533\/08_IntroProb\/<\/a> ]<\/h6>\n
\n
Unit08 Assignment\uff1a Due: 2025\/11\/19 (Wed.) 23:59 <\/b><\/h5>\n
Personal Assignment<\/b>:<\/h6>\n
Trace the business analytic logic and answer the questions at the end of\u00a0 enFaith2ax.Rmd<\/h6>\n
knit the HTML and upload to folder [ ~\/person\/08_prob\/<\/a> ]<\/h6>\n
with filename “<Student-ID>_enFaith2ax.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 Business Analytics Process as a Data Pipeline \u3002 Data, Stat., Visual, Model, Predict, Simulate, Optimize \u25c6 The Concept of Probability & Distribution \u25c6 Model and Modeling Process \u3002 Method and Method Parameters \u3002 Model and Model Coefficients \u3002 The Trade off between Sensibility & Generality \u25c6 Strategy Making is a Communication Process \u3002 Model, Predict, Simulate, Visual \u3002 Strategy Space: Alternatives in the Space of Objectives Unit Notebook\uff1a \u25c6 Data Case: The Old Faith (enFaith2ax) Interactive Shiny App\uff1a \u25c6 The Old Faith Business Case(enFaith2a.Rmd) Google Drive\uff1a\u00a0 \u25c6 Course Material : [\u00a0 ~\/ib533\/ ] \u25c6 Unit08:\u00a0 [ ~\/ib533\/08_IntroProb\/ ] Unit08 Assignment\uff1a Due: 2025\/11\/19 (Wed.) 23:59 Personal Assignment: Trace the business analytic logic and answer the questions at the end of\u00a0 enFaith2ax.Rmd knit the HTML and upload to folder [ ~\/person\/08_prob\/ ] with filename “<Student-ID>_enFaith2ax.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-4976","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/4976","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=4976"}],"version-history":[{"count":8,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/4976\/revisions"}],"predecessor-version":[{"id":6543,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/4976\/revisions\/6543"}],"wp:attachment":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4976"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}