Data Mining and Knowledge Discovery (IN2030)
Course 240967808 in WS 2019/20
General Data
Course Type | lecture |
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Semester Weekly Hours | 2 SWS |
Organisational Unit | Informatics 7 - Chair of Theoretical Computer Science (Prof. Esparza) |
Lecturers |
Thomas Runkler |
Dates |
Mon, 08:30–10:00, Interims I 102 |
Assignment to Modules
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IN2030: Data Mining und Knowledge Discovery / Data Mining and Knowledge Discovery
This module is included in the following catalogs:- Catalogue of non-physics elective courses
Further Information
Courses are together with exams the building blocks for modules. Please keep in mind that information on the contents, learning outcomes and, especially examination conditions are given on the module level only – see section "Assignment to Modules" above.
additional remarks | - Data sources, characteristics, and errors - Pre-processing and filtering - Data visualization - Projections (pricipal component analysis, multidimensional scaling, SOM) - Data transformations and feature generation - Correlation and regression - Time series forecasting - Classification (Bayes, Discriminance, Support vector machine, nearest neighbor, learning vector quantization, decision trees) - Clustering (sequential, protype based, fuzzy, relational, heuristic) |
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Links |
Course documents E-Learning course (e. g. Moodle) TUMonline entry |
Equivalent Courses (e. g. in other semesters)
Semester | Title | Lecturers | Dates |
---|---|---|---|
WS 2023/4 | Data Mining and Knowledge Discovery (IN2030) | Runkler, T. |
Mon, 08:30–10:00, virtuell |
WS 2022/3 | Data Mining and Knowledge Discovery (IN2030) | Runkler, T. |
Mon, 08:30–10:00, virtuell |
WS 2021/2 | Data Mining and Knowledge Discovery (IN2030) | Runkler, T. |
Mon, 08:30–10:00, virtuell |
WS 2020/1 | Data Mining and Knowledge Discovery (IN2030) | Runkler, T. |
Mon, 08:30–10:00, virtuell |
WS 2018/9 | Data Mining and Knowledge Discovery (IN2030) | Runkler, T. |
Mon, 08:30–10:00, Interims I 102 |
WS 2017/8 | Data Mining and Knowledge Discovery (IN2030) | Runkler, T. |
Mon, 08:30–10:00, PH HS1 |
WS 2016/7 | Data Mining and Knowledge Discovery (IN2030) | Runkler, T. |
Mon, 08:30–10:00, PH HS1 |
WS 2015/6 | Data Mining and Knowledge Discovery (IN2030) |
Mon, 08:30–10:00, PH HS1 |
|
WS 2014/5 | Data Mining and Knowledge Discovery (IN2030) |
Mon, 08:30–10:00, PH HS1 |
|
WS 2013/4 | Data Mining and Knowledge Discovery (IN2030) | ||
WS 2012/3 | Data Mining and Knowledge Discovery (IN2030) |