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Introduction
Basics
Graph polynomials
Quantum eld theory
One-loop integrals
Iterated integrals
Transformations of differential equations
Multiple polylogarithms
Nested sums
Sector decomposition
Hopf algebras, coactions and symbols
Cluster algebras
Elliptic curves
Motives and mixed Hodge structures
Numerics
Final project.

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