Published January 20, 2025
| Version v1.0.1
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MECH-M-DUAL-1-DBM - Grundlagen datenbasierter Methoden
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Description
Course material for a ~3 * 15 hours (5 ECTS) course on basic concepts for data science. All the topics are presented with the Python implementation included. We cover matrix decompositions, regression, signal processing, sparsity and compressed sensing and a bit of statistics.
Files
kandolfp/MECH-M-DUAL-1-DBM-v1.0.1.zip
Files
(2.2 MB)
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md5:ac6456c7b1c4bc61a108171ca55e9d42
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Additional details
Related works
- Is supplement to
- Software: https://github.com/kandolfp/MECH-M-DUAL-1-DBM/tree/v1.0.1 (URL)
Software
- Repository URL
- https://github.com/kandolfp/MECH-M-DUAL-1-DBM