Package Management and Efficient Testing for Machine Learning Models
An approach to an OOP-style ML Model Workflow with uv and tox
Posts by Year
2025
2024
Classifying Trees With Trees
Tree-based models for classification in sklearn
2023
Time Series Analysis: Canadian Gas Production (Jan. 1960 - Feb. 2005)
Tidyverts for Time Series Forecasting
2022
Time Series Analysis: Cardiovascular Mortality from the LA Pollution study
Using R to model and forecast time series data
Non-Linear Regression Modeling with Bootstrapping: mtcars
tidymodels for scalable regression analysis
2021
Logistic Regression: Modeling Bank Account Closures
Using the tidymodels framework for logistic regression
2020
SQL & Tableau: Data Analytics For an Online Retailer Part 2
Analyzing Channel Portfolio Management, Analyzing Business Patterns and Seasonality, Product Analysis
SQL & Tableau: Data Analytics For an Online Retailer Part 1
Analyzing Traffic Sources, Analyzing Website Performance