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How to Create AI Trading Signals That Actually Work — Using Just Python and Open Data

  • AI is eating the world — and trading strategies are no exception. Here’s a real-deal walkthrough for building simple but powerful AI-based trading signals using Python, open data, and a bit of financial common sense.
  • The goal: to turn my passion for AI and trading into something that actually made money.
  • AI in trading isn’t magic. It’s statistics, logic, and hard boundaries. But with the right framing and data, it can give you a consistent edge.
  • Disclaimer: The tools and methods discussed in this article represent a proof of concept and are not yet fully optimized for production use. The purpose is to demonstrate the potential of AI in financial applications and show how you can build similar solutions.

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