Learn to solve equations, interpolate data, and approximate integrals and derivatives numerically. This academy also covers core matrix computations for numerical linear algebra.
3 courses6 h totalEnglishfor Professionals learning Numerical Methods
Courses in this academy
#1
Root Finding and Interpolation
Bisection, Newton's method, secant method. Lagrange/Newton interpolation, splines.
2 h
#2
Numerical Integration and Differentiation
Trapezoidal rule, Simpson's rule, Gaussian quadrature. Finite difference approximations.
2 h
#3
Numerical Linear Algebra
LU decomposition, Cholesky, QR factorization, iterative methods (Jacobi, Gauss-Seidel), conjugate gradient.
2 h