Methods for Analysing Numerical Data

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Methods for Analysing Numerical Data (5 cr)

Code: II6129-3001

General information

Enrollment

01.10.2021 - 31.10.2021

Timing

28.02.2022 - 29.05.2022

Number of ECTS credits allocated

5 op

RDI portion

2 op

Mode of delivery

Contact teaching

Unit

Bachelor of Engineering, Industrial Management

Campus

Wärtsilä Campus Karjalankatu 3

Teaching languages

English

Seats

10 - 50

Degree programmes

Degree Programme in Industrial Management

Teachers

Radu Mariescu-Istodor

Teacher in charge

Hamid El Ouatki

Groups

IINS20
Bachelor of Engineering, Industrial Management, Full-time Studies, Fall, 2020

Objective

You will be able to use computers to solve mathematical problems.You will implement algorithms to produce approximated solutions to various problems.

Content

- 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

Evaluation scale

H-5

Study Guide