The document presents a study on the dynamic rigidity of high-speed spindles supported by ball bearings, focusing on regenerative chatter in machining which degrades surface quality and productivity. It introduces a coupled spindle-bearing model analyzed using finite element methods, considering factors like gyroscopic effects and viscous damping to derive tool tip frequency response functions (FRFs). The findings indicate that spindle dynamics significantly influence machining stability and suggest that bearing contact forces and dynamic interactions must be carefully modeled for accurate predictions.