Beginner Tutorial for Momentum Trading Algorithms

Momentum trading algorithms have always fascinated me. I discovered that they are used by some of the world’s biggest hedge funds, as well as people trading at home like me. I remember when I first dipped my toes into algorithmic trading. Momentum strategies seemed like a good entry point. They are simple, well-studied, and very appealing for beginners. In this guide, I want to share what I learned about momentum trading. I’ll walk you through how I built a simple momentum algorithm for stocks. I’ll also talk about common mistakes I made, best practices I wish I knew sooner, and some things you should keep in mind. Note: This piece was written with artificial intelligence support and may reference projects I'm affiliated with. What Is Momentum Trading? To me, momentum trading started making sense when I realized a basic truth. Assets that have recently gone up tend to keep going up, and losers tend to stay weak. The whole idea is to ride price trends, buying when things are strong and