Explores RDF syntax, schema properties, and classification of resources in the Semantic Web.
Covers Spark Data Frames, distributed collections of data organized into named columns, and the benefits of using them over RDDs.
Explores Closed-Loop Lifecycle Management, Circular Economy, and Zero Defect Manufacturing strategies for sustainable development.
Explores knowledge inference, embedding techniques, and schema matching in data integration.
Covers data wrangling techniques using Hadoop, focusing on row versus column-oriented databases, popular storage formats, and HBase-Hive integration.
Introduces the Applied Data Analysis course at EPFL, covering a broad range of data analysis topics and emphasizing continuous learning in data science.
Introduces the Entity-Relationship model for designing databases with a focus on conceptual and relational aspects.
