Ryan Johnson's repositories
data_interview_materials
A place to store some, hopefully, useful resources for data professionals interviewing
PlumberDemo
A quick demo of wrapping a model in an API using Plumber
team_career_progression
Repository to store skills matrixes and technical contributor path documents
binder_test
Trying out binder for deploying ML models
cloudml
Cloud ML interface for R
DogVCat
Classic convnet example I wanted to tinker with
fandom_etl
A set of tools for extracting data from a fandom site and cleaning it.
generative_bias
Repo for building automated bias testing for generative models
health-app
R Shiny project to track personal health metrics and visualize them
primus_rag
A RAG system that hopefully will prove useful to some people
redshiftTools
R Tools to use Amazon Redshift with R
KerasTutorials
Repo for me going through the excellent Deep Learning in R book
machine_setup
Some simple scripts for making getting a new Mac ready for data science (and light data engineering work) quick and easy
RTJfunctions
Very old functions made or edited for DTI work
TerraformExamples
A repo for working through the Terraform book
UsefulFunctions
Bash scripts for AWS, etc.