My Love for Classic Browser Games
A personal reflection on timeless browser games like Minesweeper, Sudoku, and 2048 - games that combine strategy, logic, and endless replayability.
GamesPersonalStrategy
Blog
Thoughts and tutorials on R programming, package development, and data science.
textrecipes - Text Preprocessing Tools for ML Workflows
A comprehensive guide to using textrecipes for text preprocessing in machine learning workflows with R.
RMLText Analysis
paletteer - Comprehensive Color Palette Collection for R
Explore the extensive collection of color palettes available in the paletteer package for R visualization.
RVisualizationColor
prismatic - Color Manipulation Tools for R
Learn about prismatic's powerful color manipulation and conversion tools for R programming.
RColorTools
Creating ggplot2 Extensions: A Developer's Guide
Learn how to develop custom extensions for ggplot2, enhancing R's visualization capabilities with your own geoms and stats.
Rggplot2VisualizationPackage Development
Building ML Workflows with tidymodels
A comprehensive guide to creating reproducible machine learning workflows using the tidymodels ecosystem in R.
RMachine Learningtidymodels
Effective R Package Testing Strategies
Best practices for testing R packages using testthat, including unit tests, integration tests, and continuous integration setup.
RTestingPackage Development
Writing Effective R Package Documentation
Learn best practices for documenting R packages using roxygen2 and creating comprehensive vignettes.
RDocumentationPackage Development
Data Visualization Best Practices in R
Essential guidelines and techniques for creating effective data visualizations using ggplot2 and related packages.
RVisualizationggplot2Best Practices
Optimizing Shiny Apps for Performance
Learn techniques for improving the performance and user experience of your R Shiny applications.
RShinyPerformanceWeb Development
Parallel Processing in R: A Practical Guide
Learn how to leverage parallel processing in R to speed up computationally intensive tasks using packages like parallel, future, and furrr.
RPerformanceParallel Processing
Working with Spatial Data in R
A comprehensive guide to handling, analyzing, and visualizing spatial data in R using sf, terra, and related packages.
RSpatial DataGISVisualization
Functional Programming Techniques in R
Master functional programming concepts in R using purrr and base R functions for cleaner, more maintainable code.
RFunctional Programmingpurrr