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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

Many people's jobs include data science on a regular basis. Currently, the two most used programming languages for data science projects are Pythonand R. For data science, R is not sufficient. Simply put, R is a computer language that belongs to the data analytics field. Therefore, it would be excellent to use Python and its libraries in addition to R. It is challenging to choose one of these adaptable data analytic languages over the other. R Programming: What Is It? R programming is a popular programming language for data analyt... more