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</html><description>In recent years, the use of machine learning and deep learning in financial markets has surged. Effective implementation of algorithmic trading requires data collection, analysis, predictive modeling, and performance evaluation. This article will explore linear regression, one of the machine learning techniques, along with regularization methods to effectively regulate it, and explain how it can &hellip; &#xB354; &#xBCF4;&#xAE30; ""</description></oembed>
