Data Science in Business - full-time - first-cycle studies
Semester 1
Compulsory courses
Elective courses
Semester 2
Compulsory courses
Elective courses
Semester 3
Compulsory courses
Elective courses
Semester 4
Compulsory courses
Elective courses
Semester 5
Compulsory courses
Course name | ECTS | Lecture | Tutorials | Laboratory | Projects | Other | PL | EN |
---|---|---|---|---|---|---|---|---|
Artificial Neural Networks
S1DSwB1>SSN |
5 | 30h | 30h | |||||
Introduction to Programming in R
S1DSwB1>WdPwR |
5 | 30h (E) | 30h |
Elective courses
Semester 6
Compulsory courses
Elective courses
Semester 7
Compulsory courses
Elective courses
Semester 1
Compulsory courses
Course code: S1DSwB1>AiSD
ECTS: 3
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>AM
ECTS: 5
Number of hours:- Lecture: 0
- Tutorials: 60
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>ANG1
ECTS: 2
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>KGI
ECTS: 2
Number of hours:- Lecture: 15
- Tutorials: 0
- Laboratory: 15
- Projects: 0
- Other: 0
Course code: S1DSwB1>KI
ECTS: 2
Number of hours:- Lecture: 15
- Tutorials: 15
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>BHP
ECTS: 0
Number of hours:- Lecture: 4
- Tutorials: 0
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>PE
ECTS: 2
Number of hours:- Lecture: 15
- Tutorials: 15
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>PIwPP
ECTS: 3
Number of hours:- Lecture: 15 (E)
- Tutorials: 15
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>PZ
ECTS: 4
Number of hours:- Lecture: 15 (E)
- Tutorials: 15
- Laboratory: 0
- Projects: 15
- Other: 0
Course code: S1DSwB1>TI
ECTS: 2
Number of hours:- Lecture: 0
- Tutorials: 0
- Laboratory: 30
- Projects: 0
- Other: 0
Course code: S1DSwB1>UBiI
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 2
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>WdPP
ECTS: 5
Number of hours:- Lecture: 30 (E)
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Elective courses
Elective course group
Course code: C_CS>Bad30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>BM30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>Kosz30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>NP30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>NW30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>Pil30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>PN30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>Pły30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>RS30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>Siat30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>SD30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>SM30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>Sq30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>Ten30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>TS30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>TF30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>Wsp30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>WF30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>ZK30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Semester 2
Compulsory courses
Course code: S1DSwB1>CB
ECTS: 2
Number of hours:- Lecture: 0
- Tutorials: 0
- Laboratory: 30
- Projects: 0
- Other: 0
Course code: S1DSwB1>ANG2
ECTS: 2
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>MD
ECTS: 5
Number of hours:- Lecture: 0
- Tutorials: 60
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>PMar
ECTS: 3
Number of hours:- Lecture: 15 (E)
- Tutorials: 15
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>POwP
ECTS: 5
Number of hours:- Lecture: 30
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>WdBD
ECTS: 5
Number of hours:- Lecture: 30
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>WdUM
ECTS: 5
Number of hours:- Lecture: 30 (E)
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>ZProd
ECTS: 3
Number of hours:- Lecture: 15 (E)
- Tutorials: 0
- Laboratory: 0
- Projects: 30
- Other: 0
Elective courses
Elective course group
Course code: C_CS>Bad30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>BM30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>Kosz30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>NP30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 0
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>NW30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>Pil30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>PN30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>Pły30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 0
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>RS30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>Siat30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>SD30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>SM30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>Sq30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>Ten30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>TS30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>TF30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>Wsp30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 0
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>WF30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: C_CS>ZK30
ECTS: 0
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Semester 3
Compulsory courses
Course code: S1DSwB1>ARiK
ECTS: 3
Number of hours:- Lecture: 15 (E)
- Tutorials: 15
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>BM
ECTS: 4
Number of hours:- Lecture: 30 (E)
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>ANG3
ECTS: 2
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>PiSwB
ECTS: 5
Number of hours:- Lecture: 0
- Tutorials: 60
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>TADS
ECTS: 5
Number of hours:- Lecture: 30
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>UMwB
ECTS: 3
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>WDB
ECTS: 2
Number of hours:- Lecture: 0
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>ZProj
ECTS: 3
Number of hours:- Lecture: 15
- Tutorials: 15
- Laboratory: 0
- Projects: 15
- Other: 0
Elective courses
Elective course group
Course code: S1DSwB1>AiMBL
ECTS: 3
Number of hours:- Lecture: 15 (E)
- Tutorials: 15
- Laboratory: 15
- Projects: 0
- Other: 0
Course code: S1DSwB1>EiIS
ECTS: 3
Number of hours:- Lecture: 15 (E)
- Tutorials: 15
- Laboratory: 15
- Projects: 0
- Other: 0
Semester 4
Compulsory courses
Course code: S1DSwB1>ANG4
ECTS: 2
Number of hours:- Lecture: 0 (E)
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>MPB
ECTS: 3
Number of hours:- Lecture: 15
- Tutorials: 0
- Laboratory: 30
- Projects: 0
- Other: 0
Course code: S1DSwB1>NBIwDS
ECTS: 5
Number of hours:- Lecture: 30
- Tutorials: 0
- Laboratory: 30
- Projects: 0
- Other: 0
Course code: S1DSwB1>PMwB
ECTS: 4
Number of hours:- Lecture: 15
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>TG
ECTS: 5
Number of hours:- Lecture: 30 (E)
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>WMDwB
ECTS: 4
Number of hours:- Lecture: 15 (E)
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>ZJ
ECTS: 4
Number of hours:- Lecture: 15 (E)
- Tutorials: 15
- Laboratory: 0
- Projects: 15
- Other: 0
Elective courses
Elective course group
Course code: S1DSwB1>ADFwP
ECTS: 2
Number of hours:- Lecture: 15
- Tutorials: 15
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>ZRFiOD
ECTS: 2
Number of hours:- Lecture: 15
- Tutorials: 15
- Laboratory: 0
- Projects: 0
- Other: 0
Elective course group
Course code: S1DSwB1>KWA
ECTS: 1
Number of hours:- Lecture: 15
- Tutorials: 0
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>MNS
ECTS: 1
Number of hours:- Lecture: 15
- Tutorials: 0
- Laboratory: 0
- Projects: 0
- Other: 0
Semester 5
Compulsory courses
Course code: S1DSwB1>SSN
ECTS: 5
Number of hours:- Lecture: 30
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>WdPwR
ECTS: 5
Number of hours:- Lecture: 30 (E)
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Elective courses
Elective course group
Course code: S1DSwB1>DMwAZU
ECTS: 3
Number of hours:- Lecture: 15
- Tutorials: 15
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>EDT
ECTS: 3
Number of hours:- Lecture: 15
- Tutorials: 15
- Laboratory: 0
- Projects: 0
- Other: 0
Elective course group
Course code: S1DSwB1>DJWiP
ECTS: 3
Number of hours:- Lecture: 15
- Tutorials: 0
- Laboratory: 0
- Projects: 15
- Other: 0
Course code: S1DSwB1>NDJ
ECTS: 3
Number of hours:- Lecture: 15
- Tutorials: 0
- Laboratory: 0
- Projects: 15
- Other: 0
Elective course group
Course code: S1DSwB1>EAD
ECTS: 4
Number of hours:- Lecture: 15 (E)
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>PwB
ECTS: 4
Number of hours:- Lecture: 15 (E)
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Elective course group
Course code: S1DSwB1>KZ
ECTS: 4
Number of hours:- Lecture: 15
- Tutorials: 15
- Laboratory: 0
- Projects: 15
- Other: 0
Course code: S1DSwB1>ZZL
ECTS: 4
Number of hours:- Lecture: 15
- Tutorials: 15
- Laboratory: 0
- Projects: 15
- Other: 0
Elective course group
Course code: S1DSwB1>PZK
ECTS: 3
Number of hours:- Lecture: 15 (E)
- Tutorials: 15
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>ZRwB
ECTS: 3
Number of hours:- Lecture: 15 (E)
- Tutorials: 15
- Laboratory: 0
- Projects: 0
- Other: 0
Elective course group
Course code: S1DSwB1>PNiRK
ECTS: 3
Number of hours:- Lecture: 15
- Tutorials: 15
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>SNiMwB
ECTS: 3
Number of hours:- Lecture: 15
- Tutorials: 15
- Laboratory: 0
- Projects: 0
- Other: 0
Semester 6
Compulsory courses
Course code: S1DSwB1>AR
ECTS: 3
Number of hours:- Lecture: 15
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>DDM
ECTS: 2
Number of hours:- Lecture: 15 (E)
- Tutorials: 0
- Laboratory: 0
- Projects: 15
- Other: 0
Course code: S1DSwB1>MRPI
ECTS: 1
Number of hours:- Lecture: 0
- Tutorials: 15
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>PI
ECTS: 5
Number of hours:- Lecture: 0
- Tutorials: 0
- Laboratory: 0
- Projects: 90
- Other: 0
Course code: S1DSwB1>PrZaw
ECTS: 5
Number of hours:- Lecture: 0
- Tutorials: 0
- Laboratory: 0
- Projects: 0
- Other: 160
Course code: S1DSwB1>TBD
ECTS: 5
Number of hours:- Lecture: 30 (E)
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>WDwR
ECTS: 4
Number of hours:- Lecture: 30
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Elective courses
Elective course group
Course code: S1DSwB1>BLOCK
ECTS: 2
Number of hours:- Lecture: 15
- Tutorials: 15
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>SMA
ECTS: 2
Number of hours:- Lecture: 15
- Tutorials: 15
- Laboratory: 0
- Projects: 0
- Other: 0
Elective course group
Course code: S1DSwB1>EAI
ECTS: 1
Number of hours:- Lecture: 15
- Tutorials: 0
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>FN
ECTS: 1
Number of hours:- Lecture: 15
- Tutorials: 0
- Laboratory: 0
- Projects: 0
- Other: 0
Elective course group
Course code: S1DSwB1>PG
ECTS: 2
Number of hours:- Lecture: 15
- Tutorials: 15
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>PrPr
ECTS: 2
Number of hours:- Lecture: 15
- Tutorials: 15
- Laboratory: 0
- Projects: 0
- Other: 0
Semester 7
Compulsory courses
Course code: S1DSwB1>CŁD
ECTS: 3
Number of hours:- Lecture: 15 (E)
- Tutorials: 0
- Laboratory: 15
- Projects: 0
- Other: 0
Course code: S1DSwB1>PM
ECTS: 4
Number of hours:- Lecture: 15 (E)
- Tutorials: 30
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>PPI
ECTS: 15
Number of hours:- Lecture: 0
- Tutorials: 0
- Laboratory: 0
- Projects: 205
- Other: 0
Course code: S1DSwB1>SD
ECTS: 2
Number of hours:- Lecture: 0
- Tutorials: 0
- Laboratory: 0
- Projects: 15
- Other: 0
Elective courses
Elective course group
Course code: S1DSwB1>FSU
ECTS: 3
Number of hours:- Lecture: 15
- Tutorials: 0
- Laboratory: 0
- Projects: 15
- Other: 0
Course code: S1DSwB1>SMSU
ECTS: 3
Number of hours:- Lecture: 15
- Tutorials: 0
- Laboratory: 0
- Projects: 15
- Other: 0
Elective course group
Course code: S1DSwB1>MB
ECTS: 3
Number of hours:- Lecture: 15
- Tutorials: 15
- Laboratory: 0
- Projects: 0
- Other: 0
Course code: S1DSwB1>SwB
ECTS: 3
Number of hours:- Lecture: 15
- Tutorials: 15
- Laboratory: 0
- Projects: 0
- Other: 0