Discover @bradleyboehmke Open Source projects

Bradley Boehmke (@bradleyboehmke)

bradleyboehmke

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data-science-learning-resources

A collection of data science and machine learning resources that I've found helpful (I only post what I've read!)

harrypotter

An R Package for the Harry Potter Book Series

completejourney

An R data 📦 of retail shopping transactions for 2469 households over one year

Text-Mining-Tutorials

Various text analytics tutorials

dw-r

Code and text for the "Data Wrangling with R" book.

xgboost_databricks_tuning

bradleyboehmke

random-forest-training

Materials for Random Forests training

unit-testing-r

Contains simple examples and discussion around unit testing in R

CinDay-RUG-IML-2018

Slides and other material for Cincinnati-Dayton useR presentation on interpretable machine learning with R

R-Training-Text-Mining

Resources for my Text Mining with R course (Mar 8-9, 2018)

Dayton-Weather-2018

A reproduction of my 2014 Tufte weather visualization

uc-bana-4080

Additional resources for the UC BANA 4080 Data Mining course

Visualization

Developing visualization tutorials for University of Cincinnati

01---R-Markdown

R Markdown training

uc-bana-7025

Additional resources for the UC BANA 7025 Data Wrangling course

PyML

Machine Learning with Python

Jupyter Notebook

modeldata

Data sets useful for teaching machine learning

learningAnalytics

An R package that provides a structured learning environment to deliver tutorials covering various statistical learning techniques

HOML-PDF

R-Training-Intro

Intro to R training material delivered in a 2 day format

analytics-connect-intermediate-r

Intermediate R (slides for Analytics Connect '18)

uc-bana-6043

Additional resources for the UC BANA 6043 Statistical Computing course

learningCurve-shiny-app

A shiny app project to illustrate the idea of learning curves

R-Training-Package-Development

R package development training material

Forecasting-Tutorials

word_prediction_app

analytics-connect-intro-r

Introduction to R (slides for Analytics Connect '18)

rbootcamp

Interactive tutorials for my R Bootcamp course

galois-talk

colab

Jupyter Notebook

R-Vocabulary

myfirstpackage

Package building 101 training

Air-Force-Little-Blue-Book

analytics-summit-2021

Presentation: Scaling Productivity with an Inner Source Ecosystem

Intro-to-R-Bootcamp

Developing material for a short course that provides an intensive, hands-on introduction to the R programming language for University of Cincinnati Business Analytics M.S. students.