Course Catalog 2014-2015
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Course Catalog 2014-2015

SGN-84006 Introduction to Scientific Computing with Matlab, 3 cr

Additional information

Suitable for postgraduate studies

Person responsible

Heikki Huttunen

Lessons

Study type P1 P2 P3 P4 Summer Implementations Lecture times and places
Lectures
Excercises
Assignment
 6 h/per
 14 h/per
 20 h/per



 



 



 



 
SGN-84006 2014-01 Monday 12 - 14 , TB109
Monday 12 - 14 , TB104

Requirements

In-class assignments and a project work.

Learning Outcomes

The student will be able to use Matlab for processing signals and data using modern methodologies. He can also produce 2D and 3D visualizations to be included in scientific reports. After completing the course: (1)The student is familiar with Matlab environment, is able to input and output data in various formats, and can run Matlab functions. (2) The student is familiar with the programming language constructions in Matlab and can implement simple routines. (3) The student is able to produce 2D and 3D plots, and annotate them along scientific publication standards. (4) The student is familiar with the general structure of toolboxes; in particular with the Signal Processing toolbox, the Image Processing toolbox and the Statistics toolbox.

Content

Content Core content Complementary knowledge Specialist knowledge
1. Desktop tools and development environment     
2. Data import and export     
3. Mathematics: arrays and matrices, linear algebra     
4. Data analysis: covariance, correlation, filtering, convolution, numerical derivatives, integrals, Fourier transforms, time series analysis     
5. Programming: Function evaluation, program control, error handling, data types, timers     
6. Graphics: Plotting, annotating graphs, images      
7. 3D visualization: Surface and mesh plots, lighting, transparency, volume visualization      
8. Matlab in campus: Distributed computing     

Study material

Type Name Author ISBN URL Edition, availability, ... Examination material Language
Book   Matlab for Engineers   Moore, Holly   978-0132103251       No    English  

Prerequisite relations (Requires logging in to POP)



Correspondence of content

Course Corresponds course  Description 
SGN-84006 Introduction to Scientific Computing with Matlab, 3 cr SGN-84007 Introduction to Matlab, 1 cr  

More precise information per implementation

Implementation Description Methods of instruction Implementation
SGN-84006 2014-01   Lectures
Excercises
Practical works
   
Contact teaching: 0 %
Distance learning: 0 %
Self-directed learning: 0 %  

Last modified10.01.2014