Teaching GuideTerm Faculty of Computer Science |
Grao en Ciencia e Enxeñaría de Datos |
Subjects |
Large Scale Machine Learning |
Contents |
Identifying Data | 2023/24 | |||||||||||||
Subject | Large Scale Machine Learning | Code | 614G02032 | |||||||||||
Study programme |
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Descriptors | Cycle | Period | Year | Type | Credits | |||||||||
Graduate | 1st four-month period |
Fourth | Optional | 6 | ||||||||||
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Topic | Sub-topic |
Problems of data analysis in "Big Data" environments | |
Processing and visualization of large volumes of data | Visualization techniques Data preprocessing techniques |
Distributed learning | |
Federated learning | Learning at the edge Privacy preserving |
Stream data processing | Incremental learning Real-time learning Concept drift problems |
Graph-based data analytics |
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