Faculty of Science and Mathematics / COMPUTER SCIENCE / COMPUTABILITY THEORY
Course: | COMPUTABILITY THEORY/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
5723 | Obavezan | 2 | 5 | 3+1+0 |
Programs | COMPUTER SCIENCE |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Science and Mathematics / COMPUTER SCIENCE / THEORY OF ALGORITHM COMPLEXITY
Course: | THEORY OF ALGORITHM COMPLEXITY/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
5755 | Obavezan | 2 | 5 | 3+1+0 |
Programs | COMPUTER SCIENCE |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Science and Mathematics / COMPUTER SCIENCE / METHODS OF OPTIMIZATION
Course: | METHODS OF OPTIMIZATION/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
5761 | Obavezan | 1 | 5 | 3+1+0 |
Programs | COMPUTER SCIENCE |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Science and Mathematics / COMPUTER SCIENCE / MATHEMATICAL MODELING
Course: | MATHEMATICAL MODELING/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
5762 | Obavezan | 1 | 5 | 3+1+0 |
Programs | COMPUTER SCIENCE |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Science and Mathematics / COMPUTER SCIENCE / PARALLEL ALGORITHMS
Course: | PARALLEL ALGORITHMS/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
5776 | Obavezan | 1 | 5 | 3+1+0 |
Programs | COMPUTER SCIENCE |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Science and Mathematics / COMPUTER SCIENCE / CRYPTOGRAPHY
Course: | CRYPTOGRAPHY/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
6907 | Obavezan | 2 | 5 | 3+1+0 |
Programs | COMPUTER SCIENCE |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Science and Mathematics / COMPUTER SCIENCE / MULTIMEDIA
Course: | MULTIMEDIA/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
6911 | Obavezan | 1 | 5 | 3+1+0 |
Programs | COMPUTER SCIENCE |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Science and Mathematics / COMPUTER SCIENCE / GEOGRAPHIC INFORMATION SYSTEMS
Course: | GEOGRAPHIC INFORMATION SYSTEMS/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
6913 | Obavezan | 1 | 5 | 3+1+0 |
Programs | COMPUTER SCIENCE |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Science and Mathematics / COMPUTER SCIENCE / MATHEMATICAL SOFTWARE PACKAGES
Course: | MATHEMATICAL SOFTWARE PACKAGES/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
6916 | Obavezan | 2 | 5 | 3+1+0 |
Programs | COMPUTER SCIENCE |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Science and Mathematics / COMPUTER SCIENCE / BIOINFORMATICS
Course: | BIOINFORMATICS/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
6937 | Obavezan | 1 | 5 | 3+1+0 |
Programs | COMPUTER SCIENCE |
Prerequisites | |
Aims | |
Learning outcomes | |
Lecturer / Teaching assistant | |
Methodology |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | |
I week exercises | |
II week lectures | |
II week exercises | |
III week lectures | |
III week exercises | |
IV week lectures | |
IV week exercises | |
V week lectures | |
V week exercises | |
VI week lectures | |
VI week exercises | |
VII week lectures | |
VII week exercises | |
VIII week lectures | |
VIII week exercises | |
IX week lectures | |
IX week exercises | |
X week lectures | |
X week exercises | |
XI week lectures | |
XI week exercises | |
XII week lectures | |
XII week exercises | |
XIII week lectures | |
XIII week exercises | |
XIV week lectures | |
XIV week exercises | |
XV week lectures | |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |
Faculty of Science and Mathematics / COMPUTER SCIENCE / DATA MINING
Course: | DATA MINING/ |
Course ID | Course status | Semester | ECTS credits | Lessons (Lessons+Exercises+Laboratory) |
8613 | Obavezan | 2 | 5 | 3+1+0 |
Programs | COMPUTER SCIENCE |
Prerequisites | No |
Aims | Manipulate data preprocessing, data Warehouse and OLAP technology, data cube technology; mining frequent patterns and association, classification, clustering, and outlier detection. |
Learning outcomes | |
Lecturer / Teaching assistant | Savo Tomovic |
Methodology | lessons, laboratories, practical project |
Plan and program of work | |
Preparing week | Preparation and registration of the semester |
I week lectures | Introduction to Data Mining |
I week exercises | |
II week lectures | Data warehousing |
II week exercises | |
III week lectures | OLAP techologies |
III week exercises | |
IV week lectures | Data pre-processing |
IV week exercises | |
V week lectures | Association analysis |
V week exercises | |
VI week lectures | Finding similar itemsets |
VI week exercises | |
VII week lectures | Classification |
VII week exercises | |
VIII week lectures | Clustering |
VIII week exercises | |
IX week lectures | Link analysis |
IX week exercises | |
X week lectures | Advertising on the Web |
X week exercises | |
XI week lectures | Mining social networs |
XI week exercises | |
XII week lectures | Exam |
XII week exercises | |
XIII week lectures | Mining data streams |
XIII week exercises | |
XIV week lectures | Recommendation systems |
XIV week exercises | |
XV week lectures | Introduction to NLP |
XV week exercises |
Student workload | |
Per week | Per semester |
5 credits x 40/30=6 hours and 40 minuts
3 sat(a) theoretical classes 0 sat(a) practical classes 1 excercises 2 hour(s) i 40 minuts of independent work, including consultations |
Classes and final exam:
6 hour(s) i 40 minuts x 16 =106 hour(s) i 40 minuts Necessary preparation before the beginning of the semester (administration, registration, certification): 6 hour(s) i 40 minuts x 2 =13 hour(s) i 20 minuts Total workload for the subject: 5 x 30=150 hour(s) Additional work for exam preparation in the preparing exam period, including taking the remedial exam from 0 to 30 hours (remaining time from the first two items to the total load for the item) 30 hour(s) i 0 minuts Workload structure: 106 hour(s) i 40 minuts (cources), 13 hour(s) i 20 minuts (preparation), 30 hour(s) i 0 minuts (additional work) |
Student obligations | |
Consultations | |
Literature | Data Mining: Concepts and Techniques, Jiawei Han, Micheline Kamber Introduction to Data Mining, Pang-Ning Tan, Michael Steinbach, Vipin Kumar Mining Massive Datasets, Jure Leskovec, Anand Rajaraman , Jeffrey David Ullman |
Examination methods | |
Special remarks | |
Comment |
Grade: | F | E | D | C | B | A |
Number of points | less than 50 points | greater than or equal to 50 points and less than 60 points | greater than or equal to 60 points and less than 70 points | greater than or equal to 70 points and less than 80 points | greater than or equal to 80 points and less than 90 points | greater than or equal to 90 points |