Course: Probability Theory and Statistics

« Back
Course title Probability Theory and Statistics
Course code KMI/PRAS
Organizational form of instruction Lecture + Exercise
Level of course Bachelor
Year of study not specified
Semester Summer
Number of ECTS credits 5
Language of instruction Czech
Status of course Compulsory, Compulsory-optional
Form of instruction Face-to-face
Work placements This is not an internship
Recommended optional programme components None
Lecturer(s)
  • Bělohlávek Radim, prof. RNDr. Ph.D., DSc.
  • Trnečková Markéta, Mgr.
Course content
unspecified

Learning activities and teaching methods
Lecture, Demonstration
  • Preparation for the Course Credit - 8 hours per semester
  • Preparation for the Exam - 35 hours per semester
Learning outcomes
The course is an introduction to the probability theory and statistical data processing. First part of the course is devoted to the probability theory and its applications in computer science. The second part aims at statistical methods of data analysis. Methods covered by the course are serve as theoretical bases for further analytical methods which are presented in subsequent courses during the graduate studies, for instance, statistical methods for data mining, knowledge discovery, automated hypotheses formation (GUHA methods), etc.

Prerequisites
unspecified

Assessment methods and criteria
Oral exam, Written exam

Active participation in class. Completion of assigned homeworks. Passing the oral or written exam.
Recommended literature
  • Anděl, J. (2007). Matematika náhody. Praha: Matfyzpress.
  • CAPINSKI M., ZASTAWNIAK T. J. (2001). Probability Through Problems. Springer.
  • DEVORE J. L. (2008). Probability and Statistics for Engineering and the Sciences. Duxbury Press, 7. vydání.
  • HOGG R. V., TANIS E. A. (2005). Probability and Statistical Inference. Prentice Hall; 7. vydání.
  • JOHNSON J. L. (2008). Probability and Statistics for Computer Science. Wiley-Interscience.
  • Likeš, J., & Machek, J. (1983). Matematická statistika. Praha: Státní nakladatelství technické literatury.
  • Likeš, J., & Machek, J. (1981). Počet pravděpodobnosti. Praha: SNTL - Státní nakladatelství technické literatury.
  • Zvára, K., & Štěpán, J. (2006). Pravděpodobnost a matematická statistika. Praha: Matfyzpress.


Study plans that include the course
Faculty Study plan (Version) Branch of study Category Recommended year of study Recommended semester