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Inside this PDF
Section 1- Introduction
What is R Programming? Introduction Basics (First Chapter FREE) How to Download and Install R, RStudio, and Anaconda on Mac/Windows R Data Types & Operator R Matrix Tutorial: Create,Print,add Column,Slice What is Factor in R? Categorical & Continuous
Section 2- Data Preparation
R Data Frames: Create,Append,Select,Subset Lists in R: Create, Select [Example] Sort a data frame using Order R Dplyr Tutorial: Merge,Join,Spread Merge data Frames in R:Full and Partial Match Function in R Programming [With Example]
Section 3- R Programming
IF,ELSE,ELIF, Statement in R For loop in R with Examples for List and Matrix While loop in R with Example apply(),sapply(),tapply() in R with Example Import data into R: Read CSV,Excel,SPSS,Stata,SAS Files Replace missing Values(NA)in R R Exporting Data to CSV, Excel, SAS, STATA, and Text File Pearson, Spearman Correlation in R and Correlation Matrix R Aggregate Function: Summarise & Group_by() [Example] R Select(), Filter(), Arrange(), Pipeline [Example]
Section 4- Data Analysis
Scatter plot with ggplot2 [Examples] How to make Boxplot in R (with EXAMPLE) Bar Chart & Histogram in R [Examples] T-Test in R: One-Sample and Paired [Example] R ANOVA Tutorial: One-way & Two-way [with Examples]
Section 5- Machine Learning
R Simple, Multiple Linear and Stepwise Regression [with Example] Decision trees in R with Example R Random Forest Tutorial [Examples] Generalized Linear Model (GLM) in R with Example K-means clustering in R with Example R Vs Python: What’s the difference?
