Advanced Python programming (5 cr)
Code: TX00DZ62-3003
General information
Enrollment
02.05.2022 - 21.08.2022
Timing
24.10.2022 - 18.12.2022
Number of ECTS credits allocated
5 op
Mode of delivery
Contact teaching
Unit
School of ICT
Campus
Karaportti 2
Teaching languages
- Finnish
Seats
40 - 50
Degree programmes
- Industrial Management
Teachers
- Peter Hjort
Groups
-
TXQ20SCMIndustrial Management, Supply Chain Management
-
TXQ20ICTIndustrial Management, ICT Business
-
TXK22S2Tieto- ja viestintätekniikan tutkinto-ohjelma, verkkototeutus
-
TXQ19SCMTuotantotalous, Toiminnan johtaminen
-
TXQ21ICTIndustrial Management, ICT Business
-
TXQ19ICTTuotantotalous, IT-liiketoiminta
-
TXQ22S2Tuotantotalouden tutkinto-ohjelma monimuoto
-
TXQ21SCMIndustrial Management, Supply Chain Management
Objective
Students are able to develop own Python programs using suitable structures and concepts. Students will learn most common Python libraries for manipulating and visualizing large data sets.
Content
• Recap of basic structures
• Object oriented programming
• Using files
• Data communication
• Most common mathematical libraries and their usage
• Basic methods for Machine Learning
• Most common graphical libraries and their usage
Further information
Vapaasti valittava opinto ryhmille TXQ19ICT, TXQ19SCM, TXQ20ICT, TXQ20SCM, TXQ21ICT, TXQ21SCM
Evaluation scale
0-5
Assessment criteria, satisfactory (1)
Students have achieved the course objectives satisfactorily. Students will be able to identify, define and use the course subject area’s concepts and models.
Assessment criteria, good (3)
Students have achieved the course objectives well, even though the knowledge and skills need improvement on some areas. Students are able to define the course concepts and models and are able to justify the analysis. Students are able to apply their knowledge in leisure, study and work situations.
Assessment criteria, excellent (5)
Students have achieved the objectives of the course with excellent marks. Students master commendably the course subject area’s concepts and models. Students are well prepared to apply their knowledge in leisure, study and work situations.
Assessment criteria, approved/failed
Students have achieved the course objectives satisfactorily. Students will be able to identify, define and use the course subject area’s concepts and models.
Prerequisites
Introduction to Programming (Python)