Data, in many ways, behaves like a classroom full of students. Some voices are loud, confident, and overrepresented, while others sit quietly in the back, barely noticed. In the world of machine learning, this imbalance between majority and minority classes creates biased models — ones that celebrate the “popular students” while neglecting the quiet but…
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Introduction Think of data as water flowing through a vast city. Some streams rush in pipes under streets, others trickle through fountains, while reservoirs hold massive reserves. For years, organisations tried to manage this water with central dams, but the city grew too complex. Now, two new approaches—Data Mesh and Data Fabric—emerge as modern plumbing…
