Covers topic models, focusing on Latent Dirichlet Allocation, clustering, GMMs, Dirichlet distribution, LDA learning, and applications in digital humanities.
Covers fundamental concepts in electronics design, including Maxwell's equations, Kirchoff's equations, active components, PCB fabrication, impedance matching, and ADC architectures.
Explores Monte Carlo techniques for sampling and simulation, covering integration, importance sampling, ergodicity, equilibration, and Metropolis acceptance.