satRdays Newcastle 2019
| title | author | length |
|---|---|---|
| Deploy R and Shiny | Sebastian Mellor | 18m |
Compares deployment options: shiny server open source runs one app per R process, has no built‑in authentication and needs Linux/sysadmin work but is cheap to… | ||
| Modelling, Tidyverse Way | Jelena Ilic | 22m |
Tidy modeling shows a concrete workflow: load resample to do an 80/20 stratified split on the 150‑row Auto MPG set, use recipes (step_ functions) to collapse… | ||
| Interpretable Machine Learning with R | Dean Allsopp | 15m |
Compares model-agnostic versus model-specific approaches using R packages and concrete examples: DALEX+vip for permutation-based importance, randomForest’s… | ||
| Football Analytics with the Soccermatics Package | Joe Gallagher | 19m |
Football analytics package that standardizes disparate event data (StatsBomb World Cup 2018, FA WSL, NWSL) into consistent pitch coordinates using… | ||
| Text Mining and Modelling in R | Tom Merritt Smith | 15m |
Slides show text mining in R using tidytext, text2vec, LDABvis, word2vec. Uses Trump tweets as the dataset, discovers an ampersand tokenization bug, builds a… | ||
| Creative Coding for Fun and (Non)Profit | Thomas Lin Pedersen | 37m |
Describes building generative visuals by implementing a quadtree in C++ for Barnes‑Hut particle simulation, reading d3 source, and releasing a particle library… | ||
| Sql Server and R for Real-time Predictions | Steph Locke | 25m |
Shows how to serialize R models into a SQL Server table, version them with temporal tables, and call them back with sp_execute_external_script to return… | ||
| Introducing R-ladies Newcastle | Rike Bolam | 06m |
R-ladies grows from a handful of meetup chapters into a coordinated global network that now lists 44,000 members across 148 groups in about 45 countries. Local… | ||
| Real Time Shiny Applications | Jamie Owen | 27m |
Prototype sends R objects (ggplot2 plots) from remote jobs into a Shiny UI using WebSockets, then persists and shares them with multiple viewers by writing to… | ||
| Geocomputation with R | Robin Lovelace | 40m |
Practical overview of geocomputation with R emphasizing reproducible tools and real impact: uses the SF package for vector work, raster (and emerging stars)… | ||
| nothing matches | ||