Advanced Methods of Data Processing (5 cr)
Code: TT00CC57-3003
General information
- Enrollment
-
01.12.2023 - 31.01.2024
Registration for the implementation has ended.
- Timing
-
01.01.2024 - 08.04.2024
Implementation has ended.
- Number of ECTS credits allocated
- 5 cr
- Local portion
- 5 cr
- Mode of delivery
- Contact learning
- Unit
- Teknologia
- Teaching languages
- Finnish
- Degree programmes
- Bachelor’s Degree in Information and Communication Technology
Realization has 1 reservations. Total duration of reservations is 1 h 0 min.
| Time | Topic | Location |
|---|---|---|
|
Wed 10.04.2024 time 17:00 - 18:00 (1 h 0 min) |
Datan käsittelyn kehittyneet menetelmät TT00CC57-3003 |
Teams opetus
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Objective
The goal of the course is to get to know the advanced methods of data processing, using the python libraries NumPy, Pandas, and Matplotlib. The course covers the calculation of data characteristics, data distributions, data visualization and the use of regular expressions (regex). The course also introduces data clustering.
Using these methods, the course creates a data processing chain (pipeline), which is used to perform feature engineering from the data.
Evaluation scale
0 - 5
Assessment criteria, excellent (5)
The course consists of several exercises. At least 92% of the course's practice points must be accumulated for a grade of 5.
Assessment criteria, satisfactory (1)
The course consists of several exercises. At least 50% of the course's practice points must be accumulated for grade 1.
Prerequisites
Python programming
Modern software development
Algebra