Statistical Signal ProcessingCovers Gaussian Mixture Models, Denoising, Data Classification, and Spike Sorting using Principal Component Analysis.
Classical Scattering TheoryCovers the classical scattering theory for two-body systems and the behavior of molecules in critical conditions.
Transient Heat TransferCovers exercises on heat and mass transfer, including multimodal heat transfer and transient conduction.
Quantum ChemistryExplores quantum chemistry, covering the Heisenberg Uncertainty Principle and mathematical aspects of quantum mechanics.
Introduction to Data ScienceIntroduces the basics of data science, covering decision trees, machine learning advancements, and deep reinforcement learning.