R fundamentals
R Graphics Cookbook, 2nd edition
What They Forgot to Teach You About R
Data Visualization with ggplot2
Happy Git and GitHub for the useR
Rcpp for everyone Chinese version
Unofficial rcpp api documentation
R Markdown: The Definitive Guide
blogdown: Creating Websites with R Markdown
bookdown: Authoring Books and Technical Documents with R Markdown
Bookdown Chinese manuscript writing manual
GIS fundamentals
Spatial Data Science with R and terra
Basic GIS Spatial Analysis with R
Intro to GIS and Spatial Analysis
Introduction to Spatial Data Programming with R
Elegant and informative maps with tmap
Geographic Data Science with R: Visualizing and Analyzing Environmental Change
Mapping and spatial analyses in R for One Health studies
Analyzing US Census Data: Methods, Maps, and Models in R
Spatial Analysis & Spatial Statistics
An Introduction to Spatial Data Analysis and Statistics: A Course in R
Hands-On Spatial Data Science with R
Spatial Microsimulation with R
Spatial Statistics for Data Science: Theory and Practice with R
Spatial Modelling for Data Scientists
Advanced Spatial Modeling with Stochastic Partial Differential Equations Using R and INLA
Geospatial Health Data: Modeling and Visualization with R-INLA and Shiny
Crime Mapping and Spatial Data Analysis using R
Introduction to urban accessibility
GEOG3915 GeoComputation and Spatial Analysis practicals
Satellite Image Time Series Analysis on Earth Observation Data Cubes
Spatial and spatiotemporal interpolation using Ensemble Machine Learning
Probability Statistics
Statistical Inference via Data Science
Introduction to Econometrics with R
Econometrics for Business Analytics
Basic statistics tutorials available on Statology
Doing Meta-Analysis with R: A Hands-On Guide
Beyond Multiple Linear Regression
Statistical Computation Notes & PKU
R Companion to Real Econometrics
Computational Statistics with R
Introduction to Computational Finance and Financial Econometrics with R
Bayesian Statistics
Bayes Rules! An Introduction to Applied Bayesian Modeling
Doing Bayesian Data Analysis in brms and the tidyverse
Introduction to Bayesian Inference
Bayesian Computation with R Scripts
Dynamic Time Series Models using R-INLA: An Applied Perspective
A Business Analyst’s Introduction to Business Analytics (Second Edition)
Machine Learning & Deep Learning
Applied Machine Learning Using mlr3 in R
Deep Learning and Scientific Computing with R torch
Interpretable Machine Learning-A Guide for Making Black Box Models Explainable
Machine Learning and Deep Learning with R
Hands-On Machine Learning with R
Causal Inference
The Effect: An Introduction to Research Design and Causality
Applied Causal Inference Powered by ML and AI
Machine Learning-based Causal Inference Tutorial
Network Analysis
Introduction to Network Analysis Using R
Network Analysis: Integrating Social Network Theory, Method, and Application with R