Deep Learning Modus OperandiExplores the benefits of deeper networks in deep learning and the importance of over-parameterization and generalization.
Numerical analysisCovers advanced numerical analysis topics including deep neural networks and optimization methods.
Interpolation de fonctionExplores interpolation of regular functions, error analysis, convergence, and Chebyshev polynomials.
Trajectory Generation and HardwareExplores trajectory generation, hardware components, interpolation methods, and the advantages of fieldbuses in robot control applications.
Lagrange InterpolationIntroduces Lagrange interpolation for approximating data points with polynomials, discussing challenges and techniques for accurate interpolation.
