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High-Frequency Trading (HFT) firms leverage machine learning on massive tick-level market datasets to gain a competitive edge. Supervised learning predicts short-term price movements from order book dynamics and trade activity, unsupervised learning uncovers hidden patterns and anomalies, while reinforcement learning continuously improves trade ...
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