Undergraduate Business Analytics Minor Spreadsheet Analytics - - PDF document

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Undergraduate Business Analytics Minor Spreadsheet Analytics - - PDF document

Spreadsheet Analytics 17 Nov 2013 Undergraduate Business Analytics Minor Spreadsheet Analytics BANA-2081 Business Analytics I (statistics and data analysis) BANA-2082 Business Analytics II (optimization/simulation) BANA-4080


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SLIDE 1

Spreadsheet Analytics 17 Nov 2013 2013-Evans-DSI-MSMESB-Slides.pdf 1

Spreadsheet Analytics

James R. Evans Operations, Business Analytics, and Information Systems University of Cincinnati

Undergraduate Business Analytics Minor

  • BANA-2081

Business Analytics I (statistics and data analysis)

  • BANA-2082

Business Analytics II (optimization/simulation)

  • BANA-4080 Data Mining and Analysis
  • BANA-4085 Spreadsheet Analytics
  • Choose two from the following:

– BANA-4090 Forecasting and Risk Analysis – BANA-6095 Case Studies in Business Analytics – FIN-4041 Financial Modeling – MKTG-3080 Marketing Research

BANA 4080: Spreadsheet Analytics

  • Second year; still “Under Construction”!
  • Intermediate to advanced Excel concepts with a

focus on applications and analytics topics (visualization, optimization, simulation).

  • Hands-on (laptops required for all courses in

the College of Business)

  • Students have varied backgrounds and

knowledge of Excel and analytics

Analytics Perspective Textbooks

  • Winston, Microsoft Excel 2010: Data

Analysis and Business Modeling, Microsoft Press, 2011. ISBN 978-0- 7356-4336-9.

  • Custom published version of selected

chapters from Evans, Business Analytics, Methods, Models and Decisions, Prentice-Hall 2013.

Software

  • Excel for Windows
  • Analytic Solver Platform (Frontline

Systems)

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SLIDE 2

Spreadsheet Analytics 17 Nov 2013 2013-Evans-DSI-MSMESB-Slides.pdf 2

Topics

  • Excel Basics Review
  • Range Names, Circular References, Paste Special,

Auditing Tool

  • Excel Functions: IF, COUNT-type, Something-IF
  • Data Visualization, Conditional Formatting, Sparklines
  • Dashboard workshop
  • Introduction to Excel Macros
  • Business Intelligence Tools: Sorting, Tables, Filtering

PivotTables and Slicers

Topics (continued)

  • Advanced Excel Functions: Text, Date, and Time

Functions; LOOKUP, INDEX, MATCH Functions

  • Spreadsheet Modeling
  • Developing User-Friendly Applications: Validating Data,

Excel Controls, Array Formulas

  • Data-driven Modeling, Trendlines
  • Model Analysis Tools: Data Tables, Goal Seek,

Scenario Manager

  • More about Macros and VBA
  • Guest speaker – emphasizes simplicity, communication

Topics (continued)

  • Review of Optimization Modeling
  • Optimization Model Analysis
  • Parameter Analysis in Spreadsheet Optimization
  • Additional Topics in Spreadsheet Optimization
  • Workshop on Optimization Results Visualization
  • Statistical Tools: Analysis Toolpak
  • Probability Modeling
  • Monte Carlo Simulation with Excel
  • Monte-Carlo Simulation with Risk Solver

Ask the Audience

  • Questions?
  • Other topics that might be added?
  • New ideas for pedagogy?
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SLIDE 3

Spreadsheet Analytics

James R. Evans Operations, Business Analytics, and Information Systems University of Cincinnati

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SLIDE 4

Undergraduate Business Analytics Minor

  • BANA-2081

Business Analytics I (statistics and data analysis)

  • BANA-2082

Business Analytics II (optimization/simulation)

  • BANA-4080 Data Mining and Analysis
  • BANA-4085 Spreadsheet Analytics
  • Choose two from the following:

– BANA-4090 Forecasting and Risk Analysis – BANA-6095 Case Studies in Business Analytics – FIN-4041 Financial Modeling – MKTG-3080 Marketing Research

slide-5
SLIDE 5

BANA 4080: Spreadsheet Analytics

  • Second year; still “Under Construction”!
  • Intermediate to advanced Excel concepts with a

focus on applications and analytics topics (visualization, optimization, simulation).

  • Hands-on (laptops required for all courses in

the College of Business)

  • Students have varied backgrounds and

knowledge of Excel and analytics

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SLIDE 6

Analytics Perspective

slide-7
SLIDE 7

Textbooks

  • Winston, Microsoft Excel 2010: Data

Analysis and Business Modeling, Microsoft Press, 2011. ISBN 978-0- 7356-4336-9.

  • Custom published version of selected

chapters from Evans, Business Analytics, Methods, Models and Decisions, Prentice-Hall 2013.

slide-8
SLIDE 8

Software

  • Excel for Windows
  • Analytic Solver Platform (Frontline

Systems)

slide-9
SLIDE 9

Topics

  • Excel Basics Review
  • Range Names, Circular References, Paste Special,

Auditing Tool

  • Excel Functions: IF, COUNT-type, Something-IF
  • Data Visualization, Conditional Formatting, Sparklines
  • Dashboard workshop
  • Introduction to Excel Macros
  • Business Intelligence Tools: Sorting, Tables, Filtering

PivotTables and Slicers

slide-10
SLIDE 10

Topics (continued)

  • Advanced Excel Functions: Text, Date, and Time

Functions; LOOKUP, INDEX, MATCH Functions

  • Spreadsheet Modeling
  • Developing User-Friendly Applications: Validating Data,

Excel Controls, Array Formulas

  • Data-driven Modeling, Trendlines
  • Model Analysis Tools: Data Tables, Goal Seek,

Scenario Manager

  • More about Macros and VBA
  • Guest speaker – emphasizes simplicity, communication
slide-11
SLIDE 11

Topics (continued)

  • Review of Optimization Modeling
  • Optimization Model Analysis
  • Parameter Analysis in Spreadsheet Optimization
  • Additional Topics in Spreadsheet Optimization
  • Workshop on Optimization Results Visualization
  • Statistical Tools: Analysis Toolpak
  • Probability Modeling
  • Monte Carlo Simulation with Excel
  • Monte-Carlo Simulation with Risk Solver
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SLIDE 12

Ask the Audience

  • Questions?
  • Other topics that might be added?
  • New ideas for pedagogy?