Diffusion ModelsExplores diffusion models, focusing on generating samples from a distribution and the importance of denoising in the process.
Malware: IntroductionIntroduces the basics of malware, its distribution, reasons for its rise, and taxonomy.
Binary Choice ModelCovers the binary choice model, error term assumptions, specific constants, invariances, and distribution properties.
Generalization ErrorExplores generalization error in machine learning, focusing on data distribution and hypothesis impact.
Regulation of Therapeutic ProductsExplores the regulation of therapeutic products, covering legal requirements, product classification, market access, and advertising rules.
