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Course detail
FEKT-BPA-MA3Acad. year: 2024/2025
The aim of this course is to introduce the basics of two mathematical disciplines: numerical methods, and probability and statistics.In the field of probability, main attention is paid to random variables, both discrete and continuous. The end of the course of probability is devoted to hypothesis testing.In the field of numerical mathematics, the following topics are covered: root finding, systems of linear equations, curve fitting (interpolation and splines, least squares method), numerical differentiation and integration.
Language of instruction
Number of ECTS credits
Mode of study
Guarantor
Department
Offered to foreign students
Entry knowledge
Rules for evaluation and completion of the course
For both the tests and the exam you may bring a calculator and maximum 3 pages of A4 format of any notes you like.
Aims
Study aids
Prerequisites and corequisites
Basic literature
Recommended reading
Elearning
Classification of course in study plans
specialization BPA-ECT , 2 year of study, winter semester, compulsoryspecialization BPA-PSA , 2 year of study, winter semester, compulsory
Lecture
Teacher / Lecturer
Syllabus
1. Introduction to numerical methods. Numerical methods of solution of linear systems.2. Numerical methods of solution of one non-linear equation and of non-linear systems.3. Interpolation polynomials and splines.4. Least squares method. Numerical differentiation and integration.5. Introduction to probability theory.6. Random variables and their numerical characteristics.7. Random vectors and their numerical characteristics.8. Selected discrete probability distributions.9. Selected continuous probability distributions.10. Normal distribution and related topics.11. Introduction to statistics. 12. Introduction to statistical testing.
Fundamentals seminar
Exercise in computer lab
Project