Learning Resources
Podcast:
MapScaping
|
VerySpatial |
Esri
|
Complexity
Esri:
WhereNext |
ArcNews |
ArcUser |
ArcWatch
Esri:
ArcGIS Pro: Get Started |
Spatial Statistics Resources
Bloomberg CityLab:
MapLab |
CityLab University
NASA Earth Observatory
Spatial Statistics in R (datacamp)
MIT Deep
Learning Basics
Mathematical models of epidemics
Online Textbooks/Tutorials
Spatial Analysis & Remote Sensing
Geocomputation with R (Robin Lovelace, Jakub Nowosad, Jannes Muenchow)
Geospatial Data Science in R
(Zia Ahmed)
Geospatial Data Science with R (Michael C. Wimberly)
Spatial Data
Science with R
(Robert J. Hijmans)
Spatial Data Science
(Edzer Pebesma and Roger Bivand)
Spatial
Data Programming with R (Michael Dorman)
GIS and Spatial Analysis (Manuel Gimond)
Earth Analytics (Earth
Lab, University of Colorado, Boulder)
Code for An Introduction to Spatial Analysis and Mapping in R (Brunsdon and Comber)
Geospatial Health Data (Paula Moraga)
Developing a Cancer Atlas using Bayesian Methods (Queensland
University of Technology)
Network Analysis
Network Analysis Using R (Yunran Chen)
Applied Network Analysis for Learning (Bodong Chen)
Statistics & Machine Learning
Generalized Additive Models (GAMs) in R
(Noam Ross)
Generalized Additive Models (Michael Clark)
R
for Data Science
(Garrett Grolemund & Hadley Wickham)
Data Science Live Book (Pablo Casas)
Bayesian Reasoning and Methods (Kevin Ross)
Bayesian Inference with INLA (Virgilio Gómez-Rubio)
Interpretable Machine Learning (Christoph Molnar)
Forecasting: Principles and Practice
(Rob J Hyndman and George Athanasopoulos)
醫學統計學 (Chaochen Wang)
R 資料科學與統計
(Jeff Lin)
Graphics & Data Visualization
Data Visualization with R (Robert Kabacoff)
Fundamentals of Data Visualization (Claus O. Wilke)
ggplot2: Elegant Graphics for Data Analysis
(Hadley Wickham)
R
Graphics Cookbook, 2nd edition (Winston Chang)
R Gallery Book (Kyle W. Brown)
R Programming
Mastering Shiny (Hadley Wickham)
Efficient R programming (Colin Gillespie, Robin Lovelace)
Best Coding Practices for R (Vikram Singh Rawat)
R Markdown: The Definitive Guide (Xie, Allaire, Grolemund)
R Markdown Cookbook (Yihui Xie, et.al)
Advanced R (Hadley Wickham)
Daily
Life
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