Using Unsupervised Machine Learning to Tag Blog Posts
9/1/2025 @ 📑 The OfficeI describe the process for using machine learning to categorize my blog posts with Python.
Documentation of the tools, workflows, data tricks—and the occasional hot take—that shape my day‑to‑day work.
I describe the process for using machine learning to categorize my blog posts with Python.
In this article, I examine an important concept in machine learning: the bias-variance trade-off.
AI is upsetting the power balance between teachers and students. I explore how teachers can adapt to the rise of generative AI and use it to promote real learning and critical thinking.
I give an introduction to the basic concepts of machine learning.
I demonstrate the process from idea to PowerPoint slideshow. It’s a technique that saves me hours of time every semester.
I document the procedure for installing a web app that didn’t install itself correctly.
I hate it when the page numbers in a PDF don’t match the numbers in a scanned document.
I use Python to build a library of IELTS writing questions I can use in the classroom.
I’m an English teacher. I’m preparing for the new school year starting next month.
My site hosting provider hosts my email, too. I want to move my site hosting, but I want to keep my email where it is. Follow along as I learn how.