algorithmic-trading

Machine learning crypto bots promise alpha in chaotic markets, but most retail traders lose money. Here's what actually works — and what doesn't.

Algorithms now place most orders in US equity markets, and neural networks are one of the tools quantitative firms use to read order books and forecast returns. Here is how the methods work, what the research actually shows, and where the risks lie.