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.

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.

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.

Analyzing US baby names over the years

R

TidyTuesday

data visualization

TidyTuesday 2022 Week 12: Baby names.

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.

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.

Canada COVID-19 data in R: exploring the API

R

COVID-19

API

An exploration of the Canadian COVID-19 tracker API.

Advent of Code 2021: Days 21-25

Advent of Code

Python

R

My solutions to the #AdventOfCode2021 coding challenges, days 21 through 25.

Advent of Code 2021: Days 16-20

Advent of Code

Python

R

My solutions to the #AdventOfCode2021 coding challenges, days 16 through 20.

Advent of Code 2021: Days 11-15

Advent of Code

Python

R

My solutions to the #AdventOfCode2021 coding challenges, days 11 through 15.

Advent of Code 2021: Days 6-10

Advent of Code

Python

R

My solutions to the #AdventOfCode2021 coding challenges, days 6 through 10.

Advent of Code 2021: Days 1-5

Advent of Code

Python

R

My solutions to the #AdventOfCode2021 coding challenges, days 1 through 5.

TidyTuesday 2021 Week 21

R

TidyTuesday

text mining

data visualization

#TidyTuesday 2021-05-18: Ask a Manager Salary Survey.

TidyTuesday 2020 Week 45

R

TidyTuesday

tidymodels

machine learning

random forest

#TidyTuesday 2020-11-03: Ikea Furniture.

TidyTuesday 2020 Week 28

R

TidyTuesday

tidymodels

machine learning

random forest

lasso

#TidyTuesday 2020-07-07: Coffee Ratings.

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.

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.