Machine Learning 1. Lecture 5. The Support Vector Machine
2026LectureКонстантин Вячеславович Воронцов
20 results
2026·Lecture·Константин Вячеславович Воронцов
2026·Lecture·Константин Вячеславович Воронцов
2026·Lecture·Константин Вячеславович Воронцов
2026·Lecture·Артём Авилов
The order of an element and of a group, the order of a permutation as the lcm of its cycle lengths; generators and cyclic groups; homomorphisms and isomorphisms of groups, the classification of cyclic groups; examples — the sign of a permutation, inversion in an abelian group, the exponential, the determinant, S3 and D3; subgroups, kernel and image, the injectivity criterion; left and right cosets and the partition into them; normal subgroups and conjugation, the index, Lagrange's theorem, subgroups of index 2; the quotient group; the homomorphism theorem with examples; conjugate elements, the centre, a group action on a set.
2026·Problem sheet·Артём Авилов
Problems for seminar 2 of the course "Algebra 1" (A. A. Avilov, Independent University of Moscow, autumn 2026), 14 September 2026 — group homomorphisms, the homomorphism theorem, conjugate elements, group actions. The group Hom(A,B) of abelian groups; multiplicativity of the index; the third isomorphism theorem; isomorphic subgroups with non-isomorphic quotients; conjugacy in Sn and cycle type; conjugacy classes of A5; Aut(Sn)=Sn for n=6; the rotation and symmetry groups of the cube; a homomorphism S4→S3; the symmetry group of the icosahedron; the automorphism group of the Petersen graph.
2026·Problem sheet·Фёдор Вылегжанин
2026·Lecture·Alexey Ilyin
2026·Lecture·Константин Вячеславович Воронцов
2026·Lecture·Константин Вячеславович Воронцов
2026·Lecture·Фёдор Вылегжанин
Why homology is needed — the fundamental group as a functor, homotopy groups, bordism and its combinatorial approximation; chain complexes and their homology; abstract simplicial complexes, geometric realisation and triangulations; the complex of simplicial chains, the proof of d2=0, the simplicial homology of a segment, of two points and of the boundary of a triangle; reduced homology.
2026·Lecture·Фёдор Вылегжанин
2026·Problem sheet·Sergey
2026·Reference·Sergey
2026·Lecture·Константин Вячеславович Воронцов
2026·Lecture·Константин Вячеславович Воронцов