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Course on Data Engineering at the University of Antwerp, Belgium for Master students within the Department of Business Engineering, Minor Data Science.
This course covers:
- Usage of Python for data engineering
- Common file formats and data representations
- Fundamentals on operating systems, how computers and networks work
- Regular expressions
- Cloud computing and linux
- Algorithms and datastructures
- Relational databases
- NoSQL databases
- Visualisation
- Parallel and distributed computing using map-reduce and spark
- Recommender systems and collaborative filtering
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