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Practical Machine Learning Cookbook by Atul Tripathi

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Random forest - currency trading strategy

The goal of forecasting future price trends for forex markets can be scientifically achieved after carrying out technical analysis. Forex traders develop strategies based on multiple technical analyses such as market trend, volume, range, support and resistance levels, chart patterns and indicators, as well as conducting a multiple time frame analysis using different time-frame charts. Based on statistics of past market action, such as past prices and past volume, a technical analysis strategy is created for evaluating the assets. The main goal for analysis is not to measure an asset's underlying value but to calculate future performance of markets indicated by the historical performance.

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