Wydrukowane w programie Świerk V2 (c) 2025
Data Science      Engineer's degree      spec. ---      full-time programme       2025/2026W -- 2028/2029S ""
No. Subject name Code ECTS credits Class hours Evaluation form
T C P L C Sw P Lab S
SEMESTR 1
1.1 Programming Basics DS1S1PPR 6 3.2 3.8 30 45 Exam
1.2 Linear Algebra 1 DS1S1AL1 5 2.6 3.2 30 30 Exam
1.3 Calculus 1 DS1S1AM1 5 2.6 3.2 30 30 Exam
1.4 Introduction to Linux DS1S1WSL 5 2.2 3.4 20 30 Other
1.5 no English name yet ! DS1S1WDS 5 2.6 3.2 30 30 Other
1.6 no English name yet ! DS1S1LMA 3 1.4 2.4 15 15 Other
1.7 Study Methodology (HES I) DS1S1MST 1 0.8 0 15 Other
TOTAL IN SEMESTER 30 15.4 19.2 170 180 Total hs:350
SEMESTR 2
2.1 no English name yet ! DS1S2BHD 5 2.6 2.6 30 30 Exam
2.2 Object Oriented Programming DS1S2POB 5 2.6 3.2 30 30 Other
2.3 Linear Algebra 1 DS1S2AL2 4 2.6 2.4 30 30 Other
2.4 Calculus 2 DS1S2AM2 4 2.6 2.2 30 30 Exam
2.5 Discrete Mathematics DS1S2MDY 4 2.6 2.2 30 30 Exam
2.6 no English name yet ! DS1S2PMN 3 2 1.2 30 15 Other
2.7 Probability Theory DS1S2RPR 3 1.4 1.8 15 15 Other
2.8 Foreign Language 1 - 2 1.4 2 30 Other
TOTAL IN SEMESTER 30 17.8 17.6 195 210 Total hs:405
SEMESTR 3
3.1 no English name yet ! - 5 2.6 3.2 30 30 Other
3.2 no English name yet ! DS1S3MLO 5 2.6 3.2 30 30 Other
3.3 no English name yet ! DS1S3PWD 5 2.6 3.2 30 30 Other
3.4 Mathematical Statistics DS1S3SMA 5 2.6 3 30 30 Exam
3.5 no English name yet ! DS1S3UM1 5 2.6 3.2 30 30 Exam
3.6 Foreign Language 2 - 2 1.4 2 30 Other
3.7 no English name yet ! DS1S3POP 2 1.4 1.1 15 15 Other
3.8 HES II - 1 0.8 0 15 Other
3.9 Gymnastics 1 DS1S3WF1 0 0 0 30 Other
TOTAL IN SEMESTER 30 16.6 18.9 180 225 Total hs:405
SEMESTR 4
4.1 Algorithms and Data Structures DS1S4ASD 5 2.6 2.8 30 30 Exam
4.2 no English name yet ! DS1S4ASO 5 2.6 3.2 30 30 Exam
4.3 Elective 1 - 5 2.4 3.4 26 30 Other
4.4 no English name yet ! DS1S4UM2 5 2.6 3.2 30 30 Exam
4.5 Statistical Modeling DS1S4MOS 4 2 3 15 30 Other
4.6 Time Series and Forecasting DS1S4SCP 4 2.6 2.2 30 30 Other
4.7 Foreign Language 3 - 2 1.4 2 30 Other
4.8 Gymnastics 2 DS1S4WF2 0 0 0 30 Other
TOTAL IN SEMESTER 30 16.2 19.8 161 240 Total hs:401
SEMESTR 5
5.1 Elective 2 - 5 2.4 3.4 26 30 Other
5.2 Elective 3 - 5 2.4 3.4 26 30 Other
5.3 Deep Learning DS1S5UGL 5 2.6 3.2 30 30 Exam
5.4 no English name yet ! DS1S5IAI 4 2.6 2.2 30 30 Exam
5.5 Parallel Computing DS1S5OBR 4 2.6 2 30 30 Other
5.6 no English name yet ! DS1S5SIM 4 2.6 2.5 30 30 Other
5.7 Foreign Language 4 - 2 1.4 2 30 Other
5.8 Protection of Intellectual Property Rights DS1S5OWI 1 0.8 0 15 Other
TOTAL IN SEMESTER 30 17.4 18.7 187 210 Total hs:397
SEMESTR 6
6.1 Elective 4 - 5 2.4 3.4 26 30 Other
6.2 Elective 5 - 5 2.4 3.4 26 30 Other
6.3 Elective 6 - 5 2.4 3.4 26 30 Other
6.4 Natural Language Processing DS1S6NLP 5 2.6 3.2 30 30 Exam
6.5 no English name yet ! DS1S6CWH 4 2.6 2.3 30 30 Other
6.6 no English name yet ! DS1S6PDW 4 2.6 2.2 30 30 Exam
6.7 Graduation Seminar 1 DS1S6SD1 2 0.8 2 15 Other
TOTAL IN SEMESTER 30 15.8 19.9 168 195 Total hs:363
SEMESTR 7
7.1 Engineering Thesis DS1S7PDI 15 1 15 Other
7.2 Internship DS1S7PZA 6 0 6 Other
7.3 no English name yet ! DS1S7EAI 5 2.2 3.2 30 20 Other
7.4 no English name yet ! - 2 1.4 2 30 Other
7.5 Graduation Seminar 2 DS1S7SD2 2 1 2 20 Other
TOTAL IN SEMESTER 30 5.6 28.2 30 70 Total hs:100
TOTAL IN THE COURSE OF STUDY 210 104.8 142.3 1091
(45%)		 1330
(55%)		 TOTAL HOURS: 2421
ECTS credits: T - total, C - "contact" (activities that require direct teacherparticipation), P- "practical" (connected with practical classes)
Class hours: L - lecture, C - class, Sw - specialistic workshop, P - project, Lab - laboratory, S - seminar
Elective courses (71 ECTS - 34 %)
  • HES II (1 ECTS)
  • Język obcy 1 (2 ECTS)
  • Język obcy 2 (2 ECTS)
  • Język obcy 3 (2 ECTS)
  • Język obcy 4 (2 ECTS)
  • Język programowania - obieralny (5 ECTS)
  • Praca dyplomowa inżynierska (15 ECTS)
  • Praktyka zawodowa (6 ECTS)
  • Przedmiot obieralny 1 (5 ECTS)
  • Przedmiot obieralny 2 (5 ECTS)
  • Przedmiot obieralny 3 (5 ECTS)
  • Przedmiot obieralny 4 (5 ECTS)
  • Przedmiot obieralny 5 (5 ECTS)
  • Przedmiot obieralny 6 (5 ECTS)
  • Przedsiębiorczość (HES IV) (2 ECTS)
  • Seminarium dyplomowe 1 (2 ECTS)
  • Seminarium dyplomowe 2 (2 ECTS)