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Integrating Tableau and R for Data Science

Integrating Tableau and R for Data Science

1h 11mIntermediate2017-04-05

Authors

Ben Sullins

Ben Sullins

Data Geek, Tech Consultant

Course details

R is known as one of the most robust statistical computing solutions out there. Tableau—a leading business intelligence platform—provides excellent data visualization and exploration capabilities. When combined, Tableau and R offer one of the most powerful and complete data analytics solutions in the industry today, providing businesses with unparalleled abilities to see and understand their data. In this course, learn how to integrate these two platforms, as well as how to determine when each one is a better choice. Instructor Ben Sullins explains how to connect Tableau to R, and covers geocoding, running linear regression models, clustering, and more.

Learning objectives
Where Tableau shines
When R is the best option
Installing Tableau, R, and Rserve
Running Rserve and connecting Tableau
Basic scripting in R
Importing data to Tableau
Linear regression
Clustering
Setting up R on Tableau Server
Publishing your work
Editing calculations

Skills covered

TableauTableau SoftwareRData VisualizationBusiness AnalyticsData AnalysisData ScienceBusiness Analysis and StrategyBusiness Software and ToolsOpen Source

Concepts

0. Introduction

  • 01 - Welcome
  • 02 - What you should know
  • 03 - Using the exercise files

1. Introducing R and Tableau

  • 04 - Where Tableau shines
  • 05 - Where R rules
  • 06 - Why integrate R and Tableau

2. Connecting Tableau to R

  • 07 - Install Tableau
  • 08 - Install R and RServe
  • 09 - Run RServe and connecting Tableau

3. Basic Scripting in R

  • 10 - Basic scripting in R

4. Basic Calculations in Tableau

  • 11 - Tableau desktop overview
  • 12 - Import data to Tableau
  • 13 - Basic calculations in Tableau
  • 14 - Table calculation overview

5. Examples

  • 15 - Outlier detection
  • 16 - Geocode addresses
  • 17 - Linear regression
  • 18 - Clustering

6. Sharing Your Insights on Tableau Server

  • 19 - Set up R on Tableau Server
  • 20 - Publish your work
  • 21 - Edit calculations on server

Conclusion

  • 22 - Next steps

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