R Programming Language Tutorial Pdf Average ratng: 7,6/10 2890 reviews
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Section 2: What is R? 2.1 — History The R programming language is an offshoot of a programming language called S. It was developed by Ross Ihaka and Robert Gentle-man from the University of Auckland, New Zealand. It was primarily adopted by statisticians and is now the de facto standard for statistical computing. R is a software language for carrying out complicated (and simple) statistical analyses. It includes routines for data summary and exploration, graphical presentation and data modelling. The aim of this document is to provide you with a basic °uency in the language. It is suggested that you work through this document at the computer, having started an R session. R Tutorial PDF Version Quick Guide Resources Job Search Discussion R is a programming language and software environment for statistical analysis, graphics representation and reporting.
R Programming i. About the Tutorial R is a programming language and software environment for statistical analysis, graphics representation and reporting. R was created by Ross Ihaka and Robert Gentleman at the University of Auckland, New Zealand,. For R, the basic reference is The New S Language: A Programming Environment for Data Analysis and Graphics by Richard A. Becker, John M. Chambers and Allan R. The new features of the 1991 release of S are covered in Statistical Models in S edited by John M. Chambers and Trevor J.
Training Summary
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.
Course Syllabus
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) |
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 |
Basic R Programming Tutorial Pdf
Check!R Programming Language Manual Pdf
| Tutorial | R Vs Python: What’s the Difference? |
| Tutorial | SAS vs R: What's the Difference? |
| Tutorial | Top 18 R Programming Interview Questions & Answers |
| Tutorial | R Programming Tutorial PDF |