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R language resources
Notes and organization by topic to follow.
Books:
PCA_with_R.pdf
R Language Refcard.pdf
R-Cookbook.pdf
R-Intro to ML.pdf
R-Intro to Statistical Learning.pdf
R-Statistical Learning.pdf
R-cheatsheet-Caret.pdf
R-cheatsheet-Data-Import.pdf
R-cheatsheet-Dplyr.pdf
R-cheatsheet-Markdown.pdf
R-cheatsheet-Rstudio.pdf
R-cheatsheet-advanced.pdf
R-cheatsheet-dplyr-tidyr.pdf
R-cheatsheet-ggplot2.pdf
R-cheatsheet.pdf
R-cheatsheet.pdf
R-intro-3.2.3.pdf
R-intro-v3.1.2.pdf
R-intro.pdf
R-tidy-text-mining.pdf
R-using.pdf
RNotesForProfessionals.pdf
R_FOR_QUANTITATIVE_FINANCE.pdf
Sentiment-Analysis-tutorial-AAAI-2011.pdf
advanced-r.pdf
caret.pdf
ggplot2-tutorial.pdf
intro-statistical-learning-vol2.pdf
practical DS with R - chapter 8.pdf
r-parallel computing for data scienceh r.pdf
r-pkg-e1071.pdf
r-to-python-essential-libs.pdf
spatial-pattern-analysis-in-r.pdf
Online Articles:
Synthdid 101
Exploring Distributions with {shiny} and {TidyDensity}
Model selection, AIC and the Tweedie regression
R in inventory management and demand forecasting
Beautiful R tables
Statistical computing with GPUs
Using Xspline to create signatures
Calling ChatGPT from R
Popular R packages for Beginners - 2023
Ggplot2 documentation
Readr documentation
String documentation
Map drawing with Socviz
Artistic Maps with R
Execution Time with R
Correspondence Analysis
Forecasting Principles & Practice
Electricity market pricing cap framework
Interactive plots with Rbokeh
5 Surprising Things
Graph & Network Analytics Handbook
Data Prep with dplyr
Survival Analysis
Advanced R (Book)
One Frustrating Year with R
Advanced Graphics
Text Mining with Tidy
Plotting with Cairo Graphics Library
Jupyter kernel for R
Eigenvalue decomposition & SVD with Rarpack
Parallel R - GPU programming
3 Essential Data Science Libraries
Statistical Learning
Big Book of R - over 200 books
Learn R through Examples
Finding product anomolies during manufacturing with R & H2O
Isotonic Regression
Text Mining - Data Cleanup
Data Engineering and Data Shaping - 2nd edition
Efficient R
Insurance Risk Pricing - Tweedie
Linear Algrebra Intro
Image Processing with magick
Sentiment Analysis with sentimentr
A-B Testing Tips
Arbitrary Data Transforms with cdata
Plotting with ggmap
Plotting classifier thresholds
Image convolution with magick
Multichannel sales funnel market attribution
Caret cheatsheet
Visualizations, layered, with R Plotly and DisplayR
Ggplot2 visualizations - 50 most popular
Operations Research with R
Tidyverse
Ggplotly tips
R tutorial exercises
Machine learning pipelines
Operational Excellence - Part 5
Timekit time series forecasting
Cheat Sheet
Data Wrangline Cheatsheet