8. Probabilities (IB533 2025.09)

Unit Outlines：

◆ Business Analytics Process as a Data Pipeline

。 Data, Stat., Visual, Model, Predict, Simulate, Optimize

◆ The Concept of Probability & Distribution

◆ Model and Modeling Process

。 Method and Method Parameters

。 Model and Model Coefficients

。 The Trade off between Sensibility & Generality

◆ Strategy Making is a Communication Process

。 Model, Predict, Simulate, Visual

。 Strategy Space: Alternatives in the Space of Objectives

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Unit Notebook：

◆ Data Case: The Old Faith (enFaith2ax)

Interactive Shiny App：

◆ The Old Faith Business Case(enFaith2a.Rmd)

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Google Drive： 

◆ Course Material : [  ~/ib533/ ]

◆ Unit08:  [ ~/ib533/08_IntroProb/ ]

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Unit08 Assignment： Due: 2025/11/19 (Wed.) 23:59

Personal Assignment:

Trace the business analytic logic and answer the questions at the end of  enFaith2ax.Rmd

knit the HTML and upload to folder [ ~/person/08_prob/ ]

with filename “<Student-ID>_enFaith2ax.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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