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AI-Powered Automation: Building a Crypto Trading Bot Reading lesson

Implementing Simple Strategies: SMA Crossover and RSI

Module 4 · Trading Strategy Development
15 min
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Reading lesson Premium 15 min

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SMA Crossover Strategy The most classic algorithmic strategy. When the short-term moving average crosses above the long-term average, it signals a potential uptrend (buy). The reverse signals a potential downtrend (sell). class SMACrossover(Strategy): def generate_signal(self, data: pd.DataFrame) -> str: short_ma =...
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