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Master R Programming

Comprehensive R tutorials for statistical computing and data analysis. Learn data manipulation, visualization, and statistical modeling.

75

Topics

7

Modules

Browse by Module

1

R Basics

15 topics covered

Introduction to RFunctions in RStrings in R+12 more

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2

Data Manipulation

16 topics covered

Tidyverse Introducti…dplyr Selectdplyr Filter+13 more

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3

Data Visualization

9 topics covered

Base R Graphicsggplot2 Introductionggplot2 Geoms+6 more

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4

Statistical Analysis

12 topics covered

Descriptive Statisti…Probability Distribu…Hypothesis Testing+9 more

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5

Machine Learning

11 topics covered

Machine Learning Bas…Caret PackageDecision Trees+8 more

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6

Advanced R

9 topics covered

purrr Functional Pro…Apply FunctionsRMarkdown+6 more

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7

Specialized Topics

3 topics covered

Text Mining Basicsquantmod Financezoo and xts Time Ser…

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All Topics (75)

Introduction to R Functions in R Strings in R Dates and Times in R R Packages Data Import in R Data Export in R Tidyverse Introduction dplyr Select dplyr Filter dplyr Mutate Variables and Data Types in R dplyr Arrange dplyr Summarize dplyr Group By tidyr Pivot tidyr Separate and Unite dplyr Joins Handling Missing Values Magrittr Pipes Stringr Basics Forcats for Factors Vectors in R lubridate Dates Base R Graphics ggplot2 Introduction ggplot2 Geoms ggplot2 Themes ggplot2 Facets ggplot2 Scales Descriptive Statistics Probability Distributions Hypothesis Testing Matrices in R Linear Regression Logistic Regression ANOVA Time Series Basics Correlation Analysis Chi-Square Test Non-Parametric Tests Survival Analysis Machine Learning Basics Caret Package Lists in R Decision Trees Random Forest Support Vector Machines K-Nearest Neighbors K-Means Clustering Hierarchical Clustering Principal Component Analysis Model Evaluation Cross-Validation purrr Functional Programming Data Frames in R Apply Functions RMarkdown Shiny Apps Unit Testing with testthat Debugging in R Writing R Packages Parallel Computing Data Table Plotly Interactive Plots Leaflet Maps Factors in R ggpubr Publication Plots Forecasting with forecast Text Mining Basics quantmod Finance zoo and xts Time Series Rcpp Integration Operators in R Control Flow in R

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