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@graphml

Graph Machine Learning

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Publié26 janv.26/01/2021 13:30
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Course: ODS Knowledge Graphs Michael Galkin starts a self-paced course on knowledge graphs. For now, it's only in Russian, with the plan to make it in English after the first iteration. The first introduction lecture is available on YouTube. You can join discussion group for all your questions and proposals: @kg_course. The first lecture starts this Thursday, more in the channel @kg_course. Course curriculum: * Knowledge representations (RDF, RDFS, OWL) * Storage and queries (SPARQL, Graph DBs) * Consistency (RDF*, SHACL, ShEx) * Semantic Data Integration * Graph theory intro * KG embeddings * GNNs for KGs * Applications: Question Answering, Query Embeddings