Algorithms for Data Science
Course ID: A2
Unit: DATA SCIENCE AND ENGINEERING – Unit A: Algorithms and Information Technologies
Weekly Hours: 4
ECTS Credits: 7
Design, analysis and application of algorithms in areas where there is a direct practical interest in processing large scale data. In particular, the following topics are considered: algorithms and data structures for string processing, data compression, information theory and codes, multi-dimensional data calculations, algorithms in graphs and networks, linear programming, combinatorial optimization.