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Table of Contents
stylenone

R Programming

  1. R for Data Science (https://r4ds.had.co.nz/ ) - A comprehensive, free online book by Hadley Wickham and Garrett Grolemund.

  2. Coursera's R Programming course (https://www.coursera.org/learn/r-programming ) - Part of the Johns Hopkins Data Science Specialization.

  3. DataCamp's Introduction to R (https://www.datacamp.com/courses/free-introduction-to-r ) - A free interactive course for beginners.

  4. RStudio Education (https://education.rstudio.com/ ) - Collection of resources for learning R and RStudio.

Vector and Raster Preprocessing

  1. Spatial Data Science with R (https://rspatial.org/ ) - Comprehensive guide to working with spatial data in R.

  2. CRAN Task View: Analysis of Spatial Data (https://cran.r-project.org/web/views/Spatial.html ) - Overview of R packages for spatial data analysis.

  3. Introduction to GIS with R (https://www.jessesadler.com/post/gis-with-r-intro/ ) - A blog post series on GIS basics in R.

  4. Geocomputation with R (https://geocompr.robinlovelace.net/ ) - Free online book covering various aspects of geographic data analysis.

XGBoost in R

  1. XGBoost Documentation (https://xgboost.readthedocs.io/en/latest/R-package/index.html ) - Official documentation for XGBoost in R.

  2. Machine Learning Mastery's XGBoost with R (https://machinelearningmastery.com/xgboost-with-r/) - Tutorial on using XGBoost for machine learning in R.

  3. Kaggle's XGBoost tutorial (https://www.kaggle.com/code/pelkoja/xgboost-with-r) - A practical guide to using XGBoost in R for competitions.

Power BI

  1. Microsoft Learn for Power BI (https://docs.microsoft.com/en-us/learn/powerplatform/power-bi ) - Official Microsoft learning path for Power BI.

  2. Power BI YouTube Channel (https://www.youtube.com/user/mspowerbi ) - Official channel with tutorials and updates.

  3. edX's Analyzing and Visualizing Data with Power BI (https://www.edx.org/course/analyzing-and-visualizing-data-with-power-bi-2) - Comprehensive course on Power BI.

  4. Guy in a Cube YouTube Channel (https://www.youtube.com/channel/UCFp1vaKzpfvoGai0vE5VJ0w ) - Popular channel with Power BI tips and tutorials.

ArcGIS Online

  1. Esri Training (https://www.esri.com/training/ ) - Official training resources from Esri, including free courses.

  2. ArcGIS Online Resources (https://www.esri.com/en-us/arcgis/products/arcgis-online/resources ) - Collection of tutorials, videos, and documentation.

  3. Learn ArcGIS (https://learn.arcgis.com/ ) - Platform with guided lessons and hands-on exercises.

  4. GIS Geography's ArcGIS Online Tutorials (https://gisgeography.com/category/software/arcgis-online/) - Collection of tutorials and articles on ArcGIS Online.

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