Archive of stories published by Pete Caya

Multi-Class Logistic Regression

A few weeks ago I wrote this blog post where I tasked myself with implementing two-class logistic regression from scratch. Since I couldn’t find any guides for implementing multi-class logistic regression online, I decided I would implement the multi-class version as well…


Zipf’s Law: Word Frequencies in Alexandre Dumas’s Works

As a mini-project to combine my exercises from Data Science at the Command Line with my studies of French, I thought I would modify one of the script examples that was provided in the book to create a quick analysis inspired by Zipf’s…

These were the top 10 stories published by Pete Caya; you can also dive into yearly archives: 2017, 2018.