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Introduction  Machine learning is rapidly transforming the way we solve complex problems and make informed data-driven decisions across industries. One of the most widely used machine learning algorithms is the ‘Random Forest Algorithm’. Data scientists and analysts love it because it can handle complex datasets, reduce overfitting, and make accurate predictions.  Here, in this article we dive deep into the Random Forest algorithm, explore real-time applications of the algorithm, and provide  helpful code examples.... more