News

2025-05-21

New chapters on iterative optimization and feature selection.

Whenever a section has a corresponding computing supplement, an icon (e.g., ) is shown that directly links to that section.

Non-user facing changes:

  • Some prep work for future light/dark mode.
  • Move to mirai for parallel processing.

2024-10-01

Enabled google analytics.

2024-09-23

Chapter 4 is now on missing data, bumping subsequent chapter numbers.

New chapters on resampling and grid search are now online.

2024-06-17

Several new chapters on embeddings, splines/interactions/discretization, and overfitting. Also, shinylive is used for interactive visualizations of concepts.

2024-01-02

Fixed various typos.

2023-12-21

Typo fix on main page.

2023-12-19

Small updates.

Updated snapshot.

The background color of premade outputs has been changed to the pages background color (#16).

2023-12-11

No new content.

Updated snapshot.

Includes new Google Scholar links for articles (#8)

2023-11-17

Updated renv snapshot.

2023-10-09

First committed versions.