
In the realm of data science, one of the most significant challenges professionals face involves dealing with large datasets that exceed the memory capacity of their machines. Standard tools often either slow down or fail completely when processing such vast amounts of data. This limitation hampers the ability of data scientists to fully leverage their data and extract meaningful insights.