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R - (physics) the universal constant in the gas equation: pressure times volume = R times temperature; equal to 8.3143 joules per kelvin per mole. R is a programming language and free software environment for statistical computing and graphics supported by the R Foundation for Statistical Computing. The R language is widely used among statisticians and data miners for developing statistical software and data analysis. R/mfdoom: Remember ALL CAPS when you spell the man name.
Why Learn R?
R provides a wide array of functions to help you with statistical analysis with R—from s. R, or r, is the 18th letter of the modern English alphabet and the ISO basic Latin alphabet. Its name in English is ar, plural ars, or in Ireland or /ˈɔːr/.
R is a programming language is widely used by data scientists and major corporations like Google, Airbnb, Facebook etc. for data analysis. This is a complete course on R for beginners and covers basics to advance topics like machine learning algorithm, linear regression, time series, statistical inference etc.
What should I know?
Basic knowledge of statistical concept is a plus.
How to Use R?
Introduction| Tutorial | What is R Programming Language? Introduction & Basics |
| Tutorial | How to Download & Install R, RStudio, Anaconda on Mac or Windows |
| Tutorial | R Data Types, Arithmetic & Logical Operators with Example |
| Tutorial | R Matrix Tutorial: Create, Print, add Column, Slice |
| Tutorial | Factor in R: Categorical & Continuous Variables |
Data Preparation
| Tutorial | R Data Frame: Create, Append, Select, Subset |
| Tutorial | List in R: Create, Select Elements with Example |
| Tutorial | R Sort a Data Frame using Order() |
| Tutorial | R Dplyr Tutorial: Data Manipulation(Join) & Cleaning(Spread) |
| Tutorial | Merge Data Frames in R: Full and Partial Match |
| Tutorial | Functions in R Programming (with Example) |
Programming| Tutorial | IF, ELSE, ELSE IF Statement in R |
| Tutorial | For Loop in R with Examples for List and Matrix |
| Tutorial | While Loop in R with Example |
| Tutorial | apply(), lapply(), sapply(), tapply() Function in R with Examples |
| Tutorial | Import Data into R: Read CSV, Excel, SPSS, Stata, SAS Files |
| Tutorial | How to Replace Missing Values(NA) in R: na.omit & na.rm |
| Tutorial | R Exporting Data to Excel, CSV, SAS, STATA, Text File |
| Tutorial | Correlation in R: Pearson & Spearman with Matrix Example |
| Tutorial | R Aggregate Function: Summarise & Group_by() Example |
| Tutorial | R Select(), Filter(), Arrange(), Pipeline with Example |
Data Analysis | Tutorial | Scatter Plot in R using ggplot2 (with Example) |
| Tutorial | How to make Boxplot in R (with EXAMPLE) |
| Tutorial | Bar Chart & Histogram in R (with Example) |
| Tutorial | T Test in R: One Sample and Paired (with Example) |
| Tutorial | R ANOVA Tutorial: One way & Two way (with Examples) |
R Kelly
Machine Learning| Tutorial | R Simple, Multiple Linear and Stepwise Regression [with Example] |
| Tutorial | Decision Tree in R with Example |
| Tutorial | R Random Forest Tutorial with Example |
| Tutorial | Generalized Linear Model (GLM) in R with Example |
| Tutorial | K-means Clustering in R with Example |
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| Tutorial | R Vs Python: What’s the Difference? |
| Tutorial | SAS vs R: What's the Difference? |
| Tutorial | Histogram vs Bar Graph: Must Know Differences |
| Tutorial | Top 18 R Programming Interview Questions & Answers |
| Tutorial | 17 Best R Programming Books |
| Tutorial | R Programming Tutorial PDF |