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</html><description>1. Introduction In modern financial markets, algorithmic trading has established itself as an important method for optimizing investment strategies through advanced data science techniques. In particular, the development of Machine Learning and Deep Learning has opened up the possibility of automatically making trading decisions by learning patterns from historical data. This article will propose various &hellip; &#xB354; &#xBCF4;&#xAE30; ""</description></oembed>
