Predicting stock or foreign exchange prices with ML models

This is more likely a Reinforcement Learning problem. I studied this subject a few years ago, I hope this material I selected helps you: GitHub - Draichi/Portfolio-Management-list: 📓 List of portfolio management resources, using Reinforcement Learning.

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