Inclusion-Exclusion FormulaExplores the inclusion-exclusion formula in discrete mathematics, demonstrating its applications through examples and probability scenarios.
Digital Circuits: Logic BasicsIntroduces digital circuits, covering binary systems, logic operators, Boolean algebra, memory elements, and practical examples like BCD decoders and shift registers.
The Binomial TheoremCovers the binomial theorem, Pascal's identity, and triangle with examples and applications.
Applications of GAMPDelves into applying the GAMP algorithm to simplify the lasso problem and analyze optimization challenges in neural networks.
The Simplex Category: Simplicial SetsCovers the combinatorics of the simplex category and its equivalence to topological spaces, as well as the concept of functor categories for cosimplicial and simplicial objects.