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Standardize analyses by writing standalone R scripts
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strsplit function
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The character class
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tidyverse
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Updating R and the package library
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Using pipe assignment in your own package %<>%: How to ?
Using texreg to export models in a paper-ready way
Variables
Web Crawling in R
Web scraping and parsing
Writing functions in R
xgboost
R Language
Getting started with R Language
Awesome Book
Awesome Community
Awesome Course
Awesome Tutorial
Awesome YouTube
*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
Randomization
Raster and Image Analysis
Rcpp
Reading and writing strings
Reading and writing tabular data in plain-text files (CSV, TSV, etc.)
Recycling
Regular Expression Syntax in R
Regular Expressions (regex)
Reproducible R
Reshape using tidyr
Reshaping data between long and wide forms
RESTful R Services
RMarkdown and knitr presentation
RODBC
roxygen2
Run-length encoding
Scope of variables
Set operations
Shiny
Solving ODEs in R
Spark API (SparkR)
spatial analysis
Speeding up tough-to-vectorize code
Split function
sqldf
Standardize analyses by writing standalone R scripts
String manipulation with stringi package
strsplit function
Subsetting
Survival analysis
Text mining
The character class
The Date class
The logical class
tidyverse
Time Series and Forecasting
Updating R and the package library
Updating R version
Using pipe assignment in your own package %<>%: How to ?
Using texreg to export models in a paper-ready way
Variables
Web Crawling in R
Web scraping and parsing
Writing functions in R
xgboost
R Language - Awesome YouTube
2021
learning to code in R in 3 hours
R Tutorial For Beginners | R Programming Course | Learn R Language | R Training | Intellipaat
R vs Python | Which is Better for Data Analysis?
2020
R Programming Crash Course
R Programming Full Course In 7 Hours | R Programming For Beginners | R Tutorial | Simplilearn
R Tutorial For Beginners Part - 1 | R Programming For Beginners | R Language Tutorial | Simplilearn
2019
How to import data and install packages. R programming for beginners.
How to install R and install R Studio. How to use R studio | R programming for beginners
How to use Excel with R (Inputs and Outputs) : Data Science Hacks p2
Introduction to the R language and R Studio using Data Science | Part 2 | Eduonix
Loop in R while
Loops in R Repeat
Programming challenges in converting R to C++ - Olivia Quinet - Meeting C++ 2018
R Tidyverse Fill Missing Values
Support Vector Machines in R
Text Mining In R | Natural Language Processing | Data Science Certification Training | Edureka
2017
R programming for beginners – statistic with R (t-test and linear regression) and dplyr and ggplot
R Programming For Beginners | R Language Tutorial | R Tutorial For Beginners | Edureka
R Programming Tutorial
R Tutorial For Beginners | R Programming Tutorial l R Language For Beginners | R Training | Edureka
R Tutorial: Getting Started with R Programming [Part 2] | Commands, Variables, Data Types & Objects
2015
R Studio: Importing & Analyzing Data
R tutorial - The True Basics of R
2014
Hands-on dplyr tutorial for faster data manipulation in R
Introduction to Data Science with R - Data Analysis Part 1
R Programming Tutorial - 1 - What is R?
2013
Bar Charts and Pie Charts in R | R Tutorial 2.1| MarinStatsLectures
Create and Work with Vectors and Matrices in R | R Tutorial 1.4 | MarinStatslectures
Download R, Install R and Setup R & RStudio | R Tutorial 1.2 | MarinStatsLectures
Getting started with R and RStudio
Getting started with R: Basic Arithmetic and Coding in R | R Tutorial 1.3 | MarinStatsLectures
GOTO 2012 • The R Language The Good The Bad & The Ugly • John Cook
How to Perform K-Means Clustering in R Statistical Computing
Import Data, Copy Data from Excel to R CSV & TXT Files | R Tutorial 1.5 |MarinStatsLectures
Importing , Checking and Working with Data in R | R Tutorial 1.7 | MarinStatsLectures
R Programming Tutorial for Beginners - 1 | R Language Tutorial - 1 | R Studio | Edureka
R Tutorial: Introduction to R
Setting Up Your Working Directory in R (R Tutorial 1.10)
Simple Linear Regression in R | R Tutorial 5.1| MarinStatsLectures
Statistics with R (1) - Linear regression
Subsetting (Sort/Select) Data in R with Square Brackets | R Tutorial 1.9| MarinStatsLectures
2012
An Introduction to R - A Brief Tutorial for R {Software for Statistical Analysis}
Introduction to R Programming Online Course: (Day 1 of 16; Part 1 of 8)
Introduction to R Programming Part 1
2009
Reasons to learn the R Programming Language
2008
Statistics with R (part 1: very basic tutorial)
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