M5960 Applied mathematics and statistics - seminar

Faculty of Science
Spring 2010
Extent and Intensity
0/2. 2 credit(s) (fasci plus compl plus > 4). Type of Completion: z (credit).
Teacher(s)
Mgr. Jiří Zelinka, Dr. (lecturer)
Guaranteed by
prof. RNDr. Ivanka Horová, CSc.
Department of Mathematics and Statistics – Departments – Faculty of Science
Timetable of Seminar Groups
M5960/01: Thu 10:00–11:50 MP2,01014a
Prerequisites
Basic knowledge of calculus, linear algebra and statistics.
Course Enrolment Limitations
The course is offered to students of any study field.
Course objectives
Main objectives are important numerical methods of linear algebra and data mining.
Students will be able to apply obtained knowledge in statistical and numerical branches after finishing the course.
Syllabus
  • Moore-Penrose pseudoinverse and relations.
  • Matrix decompositions.
  • Splines and their usage.
  • Some special numerical algorithms of linear algebra.
  • Data mining.
Literature
  • ŠIK, František. Úvod do splajnů. Kapitoly z teorie konstrukce splajnů. 1. vyd. Brno: Masarykova univerzita, 2001, 86 s. ISBN 80-210-2719-3. info
  • DATTA, Biswa Nath. Numerical linear algebra and applications. Pacific Grove: Brooks/Cole publishing company, 1994, xxii, 680. ISBN 0-534-17466-3. info
  • KOBZA, Jiří. Splajny. Vyd. 1. Olomouc: Vydavatelství Univerzity Palackého v Olomouci, 1993, 224 s. ISBN 807067265X. info
  • FIEDLER, Miroslav. Speciální matice a jejich použití v numerické matematice. Vyd. 1. Praha: SNTL - Nakladatelství technické literatury, 1981, 266 s. URL info
  • GANTMACHER, Feliks Ruvimovič. Teorija matric. Moskva: Gosudarstvennoje izdatel'stvo techniko-teoretičeskoj literatury, 1953, 491 s. info
Teaching methods
Theoretical training and practical performance of students.
Assessment methods
Student presentation during seminary is required for credit.
Language of instruction
Czech
Further Comments
Study Materials
The course is taught annually.
The course is also listed under the following terms Spring 2008 - for the purpose of the accreditation, Spring 2005, Spring 2006, Spring 2007, Spring 2008, Spring 2009.
  • Enrolment Statistics (recent)
  • Permalink: https://is.muni.cz/course/sci/spring2010/M5960