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Mac OS X and Linux users especially need to read the instructions on the CRAN site carefully. R can be installed on all systems, but depending on your version of OS X or Linux, you may need to follow special procedures to install R successfully. Mac os x server for sierra 10.13. Not following these procedures could harm your system. In this video, I'm going to briefly show how you can install R on the Mac. It's a very simple process, it only takes a few steps. So the first thing you need to do is open your web browser and go to CRAN, this is the Comprehensive R Archive Network, and you'll see that there are a number of options for you to download here for different platforms.
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Why Learn R?
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 |
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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) |
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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 |