Data Science with Tableau and R Programming Training Course

Course Code

tableauandr

Duration

14 hours (usually 2 days including breaks)

Requirements

  • Experience with Tableau

Audience

  • Data Scientists

Overview

R is a programming language and software environment for statistical computing. Together with R and Tableau, users can implement the analytical features of R with Tableau visualizations for effective data analysis.

This instructor-led, live training (online or onsite) is aimed at data scientists who wish to program in R for Tableau.

By the end of this training, participants will be able to:

  • Implement Tableau analytics with R.
  • Call R algorithms in Tableau to automate data processing.
  • Structure and visualize R functions in Tableau.
  • Make data driven decisions for business operations.

Format of the Course

  • Interactive lecture and discussion.
  • Lots of exercises and practice.
  • Hands-on implementation in a live-lab environment.

Course Customization Options

  • To request a customized training for this course, please contact us to arrange.

Course Outline

Introduction

Core Programming and Syntax in R

  • Variables
  • Loops
  • Conditional statements

Fundamentals of R

  • What are vectors?
  • Functions and packages in R

Preparing the Development Environment

  • Installing and configuring R and RStudio
  • Setting up Rserve

Classifying Data

  • Moving data between R and Tableau
  • Preparing and cleaning data
  • Modeling and scripting in R

Regressions in R and Tableau

  • Creating a regression model
  • Visualizing regressions
  • Predicting and comparing values

Clustering and Models

  • Working with clustering algorithms
  • Creating clusters
  • Visualizing clustered data

Advanced Analytics with R and Tableau

  • Using CRISP-DM
  • Working with TDSP models
  • Summarizing data

Summary and Conclusion

Testimonials

★★★★★
★★★★★

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