The Spark of Micro-Teaching: Simplifying Machine Learning for All 🤖✨
The Spark Behind the Session: A Personal Take on AI Teaching Imagine standing at the edge of a topic as broad and complex as Machine Learning, and having just 15 minutes to bring it alive for your peers. That’s the challenge—and the charm—of microteaching. As part of my ED403 experience, I delivered a session titled "Introduction to Machine Learning" under the EE461 Special Topics course. My goal? Make machine learning understandable, practical, and relevant—even to those hearing about it for the first time. The Plan: From Data to Decisions in 15 Minutes Microteaching isn’t about covering everything—it’s about doing something meaningful with precision. I structured my session around the basics: what machine learning is, how it differs from traditional programming, and how we see it daily in spam filters, voice assistants, and fraud detection systems. Using MATLAB’s classification workflow, I broke down the 6 essential stages: data loading, preprocessing, feature ex...