This week's Neo4j video features a variety of topics, including building a software knowledge graph using NLP and ontologies, faux bitmap indexes in Neo4j, k-means clustering with Neo4j, and connected feature extraction. The community also highlights the work of featured member Yusuf Baktir, who has been collaborating on the networkx-neo4j library. Additionally, Estelle Scifo's book "Hands-On Graph Analytics with Neo4j" provides a mix of hands-on exercises and explanations around NLP, spatial data, and graph algorithms. The community also shares updates from the recent Neo4j Connections: Knowledge Graphs event, including talks on building knowledge graphs using NLP and ontologies, faux bitmap indexes in Neo4j, k-means clustering with Neo4j, and connected feature extraction.