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R Language
Getting started with R Language
Awesome Book
Awesome Community
Awesome Course
Awesome Tutorial
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*apply family of functions (functionals)
.Rprofile
Aggregating data frames
Analyze tweets with R
ANOVA
Arima Models
Arithmetic Operators
Bar Chart
Base Plotting
Bibliography in RMD
boxplot
caret
Classes
Cleaning data
Code profiling
Coercion
Color schemes for graphics
Column wise operation
Combinatorics
Control flow structures
Creating packages with devtools
Creating reports with RMarkdown
Creating vectors
Data acquisition
Data frames
data.table
Date and Time
Date-time classes (POSIXct and POSIXlt)
Debugging
Distribution Functions
dplyr
Expression: parse + eval
Extracting and Listing Files in Compressed Archives
Factors
Fault-tolerant/resilient code
Feature Selection in R -- Removing Extraneous Features
Formula
Fourier Series and Transformations
Functional programming
Generalized linear models
Get user input
ggplot2
GPU-accelerated computing
Hashmaps
heatmap and heatmap.2
Hierarchical clustering with hclust
Hierarchical Linear Modeling
I/O for database tables
I/O for foreign tables (Excel, SAS, SPSS, Stata)
I/O for geographic data (shapefiles, etc.)
I/O for raster images
I/O for R's binary format
Implement State Machine Pattern using S4 Class
Input and output
Inspecting packages
Installing packages
Introduction to Geographical Maps
Introspection
JSON
Linear Models (Regression)
Lists
lubridate
Machine learning
Matrices
Meta: Documentation Guidelines
Missing values
Modifying strings by substitution
Natural language processing
Network analysis with the igraph package
Non-standard evaluation and standard evaluation
Numeric classes and storage modes
Object-Oriented Programming in R
Parallel processing
Pattern Matching and Replacement
Performing a Permutation Test
Pipe operators (%>% and others)
Pivot and unpivot with data.table
Probability Distributions with R
Publishing
R code vectorization best practices
R in LaTeX with knitr
R Markdown Notebooks (from RStudio)
R memento by examples
Random Forest Algorithm
Random Numbers Generator