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Counting: Permutations and Combinations
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Counting: Permutations and Combinations
Covers permutation, combination, and the pigeonhole principle in counting problems.
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Enumeration: Counting Subsets
Covers the concept of enumeration and counting subsets of a finite set with examples and factorial notation.
Steinitz Lemma and Cycles
Explores the Steinitz Lemma and the concept of cycles in linear algebra.
Counting: Combinations and Permutations
Covers the concepts of combinations and permutations in counting scenarios.
Symmetric Group and Cycle Decomposition
Explores the Symmetric group, cycle decomposition, Orbit-Stabilizer theorem, and properties of cycles and transpositions.
Symmetric Group and Group Actions
Covers the Symmetric group, cycle decomposition, transpositions, even and odd permutations, and group actions.
Linear Algebra: Sets and Subsets
Explores sets and subsets in linear algebra, emphasizing counting elements and subsets.
Symmetric Group and Alternating Group
Explores the Symmetric group, cycle notation, multiplication, the sign of a permutation, and the Alternating group.
Why are there so many saddle points?: Loss landscape and optimization methods
Explores the reasons behind the abundance of saddle points in deep learning optimization, emphasizing statistical and geometric arguments.