Michael Rasmussen's repositories
angular-complete-guide
Udemy course
BeyondMLR
Repo for January 2021 version of Beyond Multiple Linear Regression: Applied Generalized Linear Models and Multilevel Models in R. The rendered version can be found at: https://bookdown.org/roback/bookdown-BeyondMLR/
Blogdown-MichaelRasmussen
My website
concerto-platform
Concerto Platform - Open-Source Online Adaptive Testing Platform
deploy_shiny_app
Template to deploy Shiny Apps via Docker and ShinyProxy
deploying-machine-learning-models
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
diabetes_shinyapp
A Shiny App that demonstrates predictive analytics developed using the tidymodels package with patient data sourced from the UCI Repository Of Machine Learning Database
feature-engineering-for-machine-learning
Code repository for the online course Feature Engineering for Machine Learning
feature-selection-for-machine-learning
Code repository for the online course Feature Selection for Machine Learning
hyperparameter-optimization
Code repository for the online course Hyperparameter Optimization for Machine Learning
machine-learning-imbalanced-data
Code repository for the online course Machine Learning with Imbalanced Data
mastering-shiny
Mastering Shiny: a book
material-dashboard-angular2
Material Dashboard Angular
MissingDataAndPrediction
Missing Data when Applying Prediction Models
ml-basics
Exercise notebooks for Machine Learning modules on Microsoft Learn
mr4ds
R and Microsoft R Workflows for Data Science
new_project
Template project directory structure that follows the design described by R's ProjectTemplate package
r-on-aml-moe
Quick example for running an R model in an Azure Machine Learning Managed Online Endpoint.
skills-copilot-codespaces-vscode
My clone repository
testing-and-monitoring-ml-deployments
Example project for the course "Testing & Monitoring Machine Learning Model Deployments"
word-guessing-game
A word guessing game made using React, Typescript, and Tailwind