Coursera

Mathematical Methods for Quantitative Finance (Coursera)

Offered by University of Washington,
Mathematical Methods for Quantitative Finance (Coursera)

Mathematical Methods for Quantitative Finance covers topics from calculus and linear algebra that are fundamental for the study of mathematical finance. Students successfully completing this course will be mathematically well prepared to study quantitative finance at the graduate level.

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The Mathematical Methods for Quantitative Finance course reviews the mathematical methods fundamental for the study of quantitative and computational finance. The areas of focus include calculus and multivariable calculus, constrained and unconstrained optimization, and linear algebra.
Topics covered include the following:

  • Functions and inverse functions
  • Limits, derivatives, partial derivatives, and chain rule
  • Integrals and multiple integrals, changing the order of differentiation and integration
  • Taylor series approximations
  • Newton’s method
  • Lagrange multiplier method
  • Vector and matrix arithmetic, determinants, eigenvalue-eigenvector decomposition, singular value decomposition
  • Numerical methods for optimization
Note: This course is currently not available.

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