Posts

Predicting bike ridership: deploying the model

R
machine learning
tidymodels
XGBoost
Google Cloud Platform
Docker
Shiny
forecasting
MLOps

Part 3 of predicting bike ridership in Halifax, Nova Scotia. In this post, I deploy the machine learning model on Google Cloud Platform.
May 19, 2022
Taylor Dunn

Predicting bike ridership: developing a model

R
machine learning
tidymodels
random forest
XGBoost
support-vector machine
forecasting

Part 2 of predicting bike ridership in Halifax, Nova Scotia. In this post, I explore and tune different modeling approaches.
Apr 29, 2022
Taylor Dunn

Predicting bike ridership: getting the data

R
API

Part 1 of predicting bike ridership in Halifax, Nova Scotia. In this post, I retrieve and explore data from two open APIs.
Apr 27, 2022
Taylor Dunn

Analyzing US baby names over the years

R
TidyTuesday
data visualization

TidyTuesday 2022 Week 12: Baby names.
Mar 26, 2022
Taylor Dunn

Canada COVID-19 data in R: scheduling API queries

R
COVID-19
API
package development
GitHub actions
cron

Scheduling data retrieval and updating with GitHub Actions and cron.
Jan 22, 2022
Taylor Dunn

Canada COVID-19 data in R: creating a package

R
COVID-19
API
package development

Creating an R package that wraps the Canadian COVID-19 tracker API.
Dec 30, 2021
Taylor Dunn

Canada COVID-19 data in R: exploring the API

R
COVID-19
API

An exploration of the Canadian COVID-19 tracker API.
Dec 28, 2021
Taylor Dunn

Advent of Code 2021: Days 21-25

Advent of Code
Python
R

My solutions to the #AdventOfCode2021 coding challenges, days 21 through 25.
Dec 21, 2021
Taylor Dunn

Advent of Code 2021: Days 16-20

Advent of Code
Python
R

My solutions to the #AdventOfCode2021 coding challenges, days 16 through 20.
Dec 16, 2021
Taylor Dunn

Advent of Code 2021: Days 11-15

Advent of Code
Python
R

My solutions to the #AdventOfCode2021 coding challenges, days 11 through 15.
Dec 11, 2021
Taylor Dunn

Advent of Code 2021: Days 6-10

Advent of Code
Python
R

My solutions to the #AdventOfCode2021 coding challenges, days 6 through 10.
Dec 6, 2021
Taylor Dunn

Advent of Code 2021: Days 1-5

Advent of Code
Python
R

My solutions to the #AdventOfCode2021 coding challenges, days 1 through 5.
Dec 1, 2021
Taylor Dunn

TidyTuesday 2021 Week 21

R
TidyTuesday
text mining
data visualization

#TidyTuesday 2021-05-18: Ask a Manager Salary Survey.
May 18, 2021
Taylor Dunn

TidyTuesday 2020 Week 45

R
TidyTuesday
tidymodels
machine learning
random forest

#TidyTuesday 2020-11-03: Ikea Furniture.
Nov 8, 2020
Taylor Dunn

TidyTuesday 2020 Week 28

R
TidyTuesday
tidymodels
machine learning
random forest
lasso

#TidyTuesday 2020-07-07: Coffee Ratings.
Jul 12, 2020
Taylor Dunn

Ordinal regression in R: part 2

R
regression
ordinal
Bayesian statistics

A theoretical and applied walkthrough of ordinal regression. Part 2: the Bayesian approach with brms.
Mar 17, 2020
Taylor Dunn

Ordinal regression in R: part 1

R
regression
ordinal
frequentist statistics

A theoretical and applied walkthrough of ordinal regression. Part 1: the frequentist approach with ordinal.
Mar 15, 2020
Taylor Dunn
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