Data Cleaning and Preprocessing is part of AI-Powered Automation: Building a Crypto Trading Bot. Unlock this lesson and the full Academy catalog.
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Data Cleaning and Preprocessing Raw market data from exchanges is rarely perfect. Before using it for strategies or ML, you need to clean and preprocess it. Common Data Issues Missing candles — gaps in data when exchange was down Duplicates — pagination overlap may cause duplicate entries Timezone inconsistencies —...