Methods for Analysing Numerical DataLaajuus (5 op)
Opintojakson tunnus: II6129
Opintojakson perustiedot
- Laajuus
- 5 op
- Opetuskieli
- englanti
- Vastuuhenkilö
- Radu Mariescu-Istodor
Osaamistavoitteet
You will be able to use computers to solve mathematical problems.You will implement algorithms to produce approximated solutions to various problems.
Sisältö
- Linear & nonlinear equations
- Linear Interpolation / Extrapolation
- Quadratic interpolation
- Newton’s method
- Monte Carlo approximations
- Derivatives / Integrals
- Series and sequences
- Fitting a line to the data
- Linear Regression
- Principal component analysis