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Machine learning stirs up competition in FX Trading By crunching vast quantities of data by computer, machine learning algorithms can identify hidden patterns in past data and learn to forecast stock market returns or FX currency pairs.The momentum behind machine learning is getting more attention with the volatility caused by the global pandemic. Experts suggest that models built with machine learning are faster, more complex, and can adjust to extreme events, such as surge in volatility precipitated by the COVID-19 outbreak.