INF131A Data management foundations
Credits (ECTS):2.5
Course responsible:Martin Thomas Horsch
Campus / Online:Taught campus Ås
Teaching language:Norsk
Course frequency:Yearly - in August block
Teaching and exam period:The course starts in August block, and all its activities including the exam are in August block.
About this course
The course delivers an introduction to foundational aspects of practice and theory in data management, with a focus both on relational databases and non-relational knowledge bases. Topics to be discussed include:
- Principles of good practice in data managment: FAIR principles, data and metadata quality, dealing with insufficiently annotated data.
- Relational databases: SQL (structured query language), database schemas, user interfaces, entity-relationship diagrams and connection to object-oriented programming.
- Knowledge graph technology: RDF, semantically characterized data exchange, ontology development.
Learning outcome
The participants develop the ability to
- assess requirements and evaluate/improve processes in data managment in accordance with established recommendations for good practice;
- work with relational databases in a systematic way and support users by developing simple interfaces in Python;
- use non-relational databases, specify metadata and communicate information following the formalism based on RDF/OWL.
Competencies from the course can be developed further through INF131B (Introduction to logic).
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