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       Data Science with Tableau and R Programming培訓

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