Sort by semester Standard sorting Presentation
FI ZARDA Processing and analysis of large-scale data
Name in Czech: Processing and analysis of large-scale data
master's full-time specialized, language of instruction: English English
Included in the programme: FI N-UIZD_A Artificial intelligence and data processing

Introductory information / Instructions

Obtain at least 120 credits overall and pass the final state exam. Obtain 20 credits from SDIPR course and successfully defend Master's Thesis. Pass all the compulsory and elective courses of the program and selected specialization with the highest possible graduation form (unless explicitly stated otherwise). Fulfil requirements of at least one specialization.

Semester 1

Code Name Guarantor Type of Completion Extent and Intensity Credits Profile Cat. Requirement
FI:IA267Scheduling H. Rudovázk 2/02+2 - P
FI:IV126Fundamentals of Artificial Intelligence H. Rudovázk 2/0/13+2 Z P
FI:MA012Statistics II O. Pokorazk 2/2/03+2 P P
FI:MA015Graph Algorithms J. Obdržálekzk 2/1/03+2 - P
FI:PA017Information Systems Management J. Ráčekzk 2/0/02+2 P P
FI:PA220Database Systems for Data Analytics V. Dohnalzk 2/0/02+2 Z P
FI:PA228Machine Learning in Image Processing P. Matulazk 2/2/14+2 - P
FI:PV079Applied Cryptography V. Matyášzk 1/1/24+2 - P
FI:PV212Seminar on Machine Learning, Language Representation and Information Retrieval P. Sojkak 0/2/02+1 - P
FI:PV251Visualization B. Kozlíkovázk 2/1/03+2 Z P
FI:PV253Lab Seminar – Data Intensive Systems and Applications (DISA) P. Zezulak 0/2/02+1 - P
FI:PV254Recommender Systems R. Pelánekk 1/1/02+1 - P
53 credits

Semester 2

Code Name Guarantor Type of Completion Extent and Intensity Credits Profile Cat. Requirement
FI:PA026Artificial Intelligence Project A. Horákk 0/2/02+1 - P
FI:PA036Database System Project V. Dohnalz 0/2/02 - P
FI:PA128Similarity Searching in Multimedia Data P. Zezulazk 2/0/02+2 - P
FI:PA152Efficient Use of Database Systems V. Dohnalzk 2/0/13+2 Z P
FI:PA212Advanced Search Techniques for Large Scale Data Analytics J. Sedmidubskýzk 2/0/02+2 P P
FI:PA234Infrastuctural and Cloud Systems T. Rebokzk 2/2/03+2 - P
FI:PV056Machine Learning and Data Mining J. Sedmidubskýzk 2/0/13+2 Z P
FI:PV211Introduction to Information Retrieval P. Sojkazk 2/1/03+2 Z P
FI:PV229Multimedia Similarity Searching in Practice M. Batkoz 0/2/02 - P
35 credits

Semester 3

Code Name Guarantor Type of Completion Extent and Intensity Credits Profile Cat. Requirement
FI:MA018Numerical Methods J. Zelinkazk 2/2/03+2 - P
FI:PA195NoSQL Databases V. Dohnalk 2/1/03+1 - P
FI:PV021Neural Networks T. Brázdilzk 2/0/24+2 Z P
15 credits

Semester 4

Code Name Guarantor Type of Completion Extent and Intensity Credits Profile Cat. Requirement
FI:PA200Cloud Computing D. Gešvindrk 2/0/02+1 P P
FI:PV206Communication and Soft Skills V. Dohnalzk 3/2/0 Three blocks of 1.5 days each.4+2 - P
FI:SDIPRDiploma Thesis D. Svobodaz 0/0/020 - P
FI:SOBHADefence of Thesis D. SvobodaSZk 0/0/0- - P
FI:SZMGRState Exam (MSc degree) D. SvobodaSZk 0/0/0- - P
29 credits