One-Hot Encoding: The Genius Trick That Works Perfectly Until It Explodes Your Computer

It's the most popular way to handle categories. It's safe, simple, and mathematically beautiful. But feed it 10,000 product IDs and watch your RAM vanish into thin air. Here's everything about one-hot encoding — including when to run away from it.