The paper’s aim is to study old and new problems regarding the Bézier curves, which are important tools in the geometric modelling of shapes. We use the Matlab software to study the
estimation error of fitting data using Bézier curves least square fitting and to find new methods within a study that is currently under development about minimizing the distance between the curve and the approximated data.