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This tutorial demonstrates how to calculate z-scores by hand using Python, without relying on packages. The focus is on understanding the underlying calculation process, rather than using automated methods. The video is presented by data scientist Adam Ross Nelson, who encourages viewers to subscribe for more tutorials. The code for calculating z-scores is shown on screen.