SubjectsSubjects(version: 845)
Course, academic year 2018/2019
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Linear algebra III - NMAI072
Title in English: Lineární algebra III
Guaranteed by: Department of Applied Mathematics (32-KAM)
Faculty: Faculty of Mathematics and Physics
Actual: from 2018 to 2018
Semester: summer
E-Credits: 3
Hours per week, examination: summer s.:2/0 Ex [hours/week]
Capacity: unlimited
Min. number of students: unlimited
State of the course: taught
Language: Czech
Teaching methods: full-time
Guarantor: doc. Mgr. Milan Hladík, Ph.D.
Class: Informatika Bc.
Classification: Informatics > External Subjects
Annotation -
Last update: (29.04.2013)
A continuation of linear algebra with focus on deeper results and complex applications. Understanding of subjects Linear Algebra 1 and 2 is expected.
Literature -
Last update: doc. Mgr. Milan Hladík, Ph.D. (04.02.2019)
  • J. W. Demmel - Applied Numerical Linear Algebra
  • G. Strang - Linear Algebra and Its Applications
  • G. Strang - Linear Algebra and Learning from Data
  • L. Motl, M. Zahradník - Pěstujeme lineární algebru
  • J. Duintjer Tebbens, I. Hnětynková, M. Plešinger, Z. Strakoš, P. Tichý: Analýza metod pro maticové výpočty: Základní metody
  • R.J. Lipton, K.W. Regan - Quantum Algorithms via Linear Algebra: A Primer
Requirements to the exam - Czech
Last update: doc. Mgr. Milan Hladík, Ph.D. (06.10.2017)

Zkouška je ústní a požadavky odpovídají sylabu předmětu v rozsahu, který byl presentován na přednášce.

Syllabus -
Last update: doc. Mgr. Milan Hladík, Ph.D. (04.02.2019)

1.) Review of linear algebra I and II

2.) Fourier analysis

3.) Quantum computing

4.) Statistics and machine learning

5.) Numerical linear algebra

 
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