Bias-Variance Trade-Off: The Case of a Lemonade Stand
5/18/2025 @ 📑 The OfficeIn this article, I examine an important concept in machine learning: the bias-variance trade-off.
Documentation of the tools, workflows, data tricks—and the occasional hot take—that shape my day‑to‑day work.
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.
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