Table of contentsRepresenting data with Knowledge GraphsRunning example: countries in DBpediaCreating entity embeddings with RDF2VecIntroducing pyRDF2VecBiased walking or sampling strategiesWalk modifications and transformationsLoading KGs with pyRDF2VecCreating our first embeddingsTuning the hyper-parametersTrying different walking strategiesSampling Deeper WalksShortcomings of RDF2Vec and resear