📰 Dev.to · ZyVOP

Most explanations of machine learning are wrong. Here's what it actually is, why it beats hardcoded rules, and the one runnable example that makes it click.

No APIs. No LLMs. No GPUs. Just Python, scikit-learn, and the lessons I learned building my first machine learning model from scratch