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BUAN 3500: Data Visualization and Descriptive Analytics in Business:
Spring 2025
Lauren M. Nelsen
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Front Matter
1
Introduction to Business Analytics
Introduction to Business Analytics Slides
Exercises
2
Descriptive Statistics
Descriptive Statistics Slides
Exercises
3
Data Visualization
Data Visualization Slides
Exercises
Other Tableau Practice
Generative AI and Data Visualization
Using Generative AI to Describe a Data Visualization
Using Generative AI to Create Data Visualizations
4
Dashboards
Dashboards Slides
Exercises
5
Probability
Probability Slides
Exercises
Discrete Probability Distributions Worksheet
Discrete Uniform Probability Mass Function
The Binomial Distribution
The Poisson Distribution
Exercises
Continuous Probability Distributions Worksheet
Common Continuous Probability Distributions
The Normal Probability Distribution
The Exponential Probability Distribution
The Uniform Distribution
The Triangular Probability Distribution
Exercises
6
Descriptive Data Mining
Descriptive Data Mining Slides
Exercises
7
Statistical Inference
Statistical Inference Slides
Confidence Intervals and Hypothesis Testing Worksheet
Confidence Intervals for the Mean
Confidence Interval for the Proportion
Confidence Intervals in Tableau
Real-World Examples of Finding Confidence Intervals in Excel
Hypothesis Testing
Test Statistics for Hypothesis Tests
p-value
Sample Size
Determining the Sample Size
8
Miscellaneous Topics
Generative AI and Data Analytics and Visualization
Calculated Fields
Viz Extensions and Dashboard Extensions in Tableau
Sankey Chart using a Viz Extension in Tableau
Dashboard Extensions in Tableau
Backmatter
Colophon
Colophon
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