7. EDA (IB533 2025.09)

Unit Outlines：

◆ From Exploration to Strategy

◆ Exploration Tool Box

+ Data Manipulation & Summery

+ Data Visualization

+ Advanced Method : Clustering & Dimension Reduction

◆ Data Cases

+ TF2 – Exploration

+ TF3 – Customer

+ TF4 – Product

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Tafeng POS Data：

◆ TF2_Exploration (2_Explore.html)

◆ TF3_Customer_Value (3_CustValue.html)

◆ TF3_Product_Info (4_ProductInfo.html)

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Google Drive： 

◆ Course Material : [  ~/ib533/ ]

◆ Unit07:  [ ~/ib533/unit07_Exploration/ ]

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Unit07 Assignment： 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.  Knit and upload the HTML files to

[ ~/team/Group#/ ] with filenames “G#_TF2/3/4.html”

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參考連結：

◆  From Data to Viz

◆  Portal of Big Data BA Platform

◆  R: Self Learning Roadmap

◆  John Hopkins: R Programming online course

◆  John Hopkins: R Programming eBook

◆  Harvard: Data Science online course

◆  Harvard: Data Science ebook

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◆ Week07c Video Recording

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