AGH University of Krakow, Poland

Computer Science: Statistics and data handling

News

Students should have a valid AGH computer with access to AGH Google Disk:

Lectures

Lectures are held on Wednesdays from 11:30 - 13:00 room 108 building D10 (Reymonta 19). First meeting: 28.02.2024.

• What is a statistic for? Conditional probability Lecture
• Random variable Lecture
• Bernouli, Poisson and Gaussian distributions Lecture
• Chebyshev’s inequality, Central Limit Theorem, Law of Large Numbers Lecture Statistical tables
• Point estimation Lecture
• Confidence intervals Lecture
• Hypothesis testing Lecture
• Tests for means and variance cont. Lecture
• Curve fitting and regression Lecture
• Point estimation cont. (MMM MLS, MML) Lecture
• Error Propagation Formula, PCA Lecture

Tutorials

• Assigments 1 - 6.03.2024
• Assigments 2 - 13.03.2024
• Assigments 3 - 20.03.2024
• Assigments 4 - 27.03.2024
• Assigments 5 - 3.04.2024
• Assigments 6 - 17.04.2024
• Assigments 7 - 24.04.2024

Laboratory

1. First data analysis:

Textbooks:

• Introductory Statistics, OpenStax Access online
• A Modern Introduction to Probability and Statistics F.M. Dekking, C. Kraaikamp, H.P. Lopuhaa, L.E. Meester, Springer 2005

Contact

Course coordinator: dr hab. inż. Agnieszka Obłąkowska-Mucha, prof AGH mail
Assistant M.Sc. Saliha Bashir mail
AGH University of Kraków, Poland
Faculty of Physics and Applied Computer Science
D11 room 106
ul. Kawiory 26a, 30-059 Kraków
phone +48 12 617 29 96