Data analysis and programming (5cr)
Code: TE00CU91-3001
General information
- Enrollment
- 01.12.2025 - 12.01.2026
- Registration for introductions has not started yet.
- Timing
- 12.01.2026 - 25.05.2026
- The implementation has not yet started.
- Number of ECTS credits allocated
- 5 cr
- Unit
- Technology Industry
- Teaching languages
- Finnish
- Seats
- 60 - 70
- Degree programmes
- Degree Programme in Mechanical Engineering
- Teachers
- Arttu Karppinen
- Course
- TE00CU91
Unfortunately, no reservations were found for the realization Data analysis and programming TE00CU91-3001. It's possible that the reservations have not yet been published or that the realization is intended to be completed independently.
Evaluation scale
H-5
Objective
After completing the course, the student:
- Understands the basic concepts of programming.
- Can apply programming as a part of problem-solving process.
- Understands the use of statistical indicators in data analytics.
- Knows the most common methods of data analysis.
- Understands the role of training and test sets.
- Can apply methods of data analysis to investigate given data and make conclusions about it
Content
- Basic structures of programming such as loop, selection and function.
- Basics of statistics
- Linear regression.
- K nearest neighbour method.
- Dimension reduction
- Parameter selection