The real secret to market prediction isn't psychology, it's pure math. This article breaks down how "order book gaps" create predictable patterns. We'll show you the full process to build a neural network that predicts 1-minute charts and, crucially, how to test it on unseen data. 🤫

We'll talk about:

• Why market patterns are mathematical (from order book gaps), not psychological.
• The major failure of "genetic algorithms" (and how they learn to "cheat" by hiding losses).
• A much better method: True Machine Learning using Python, Keras, and TensorFlow.
• The key "ChatGPT-inspired" strategy: predicting just one single candle at a time.
• Why training on thousands of real data points is essential.
• The most important step: How to test your AI on "unseen data" to avoid "overfitting."

Keywords: AI Trading, Machine Learning, Python, Time-Series Prediction, Algorithmic Trading, How To Make Money With AI.

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