Advanced Quantum Field TheoryCovers advanced topics in Quantum Field Theory, including representations of the Poincare group and the construction of unitary irreps.
Support Vector Machines: Kernel SVMExplores non-linear SVM using kernels for data separation in higher-dimensional spaces, optimizing training with kernels to avoid explicit transformations.
Quantum Mechanics PostulatesExplains the postulates of quantum mechanics, including system description, evolution, measurement, composite systems, and examples with qubits.
Fourier Series: Complex CaseCovers the calculation of Fourier coefficients for periodic complex signals and the concept of a complete orthonormal system.