This week's newsletter covers various topics, including a blog on Entity Resolution in Reagent by Matthew Filbert, which delves into problem modeling and algorithms used to create an ML pipeline. The newsletter also recommends Artem Ryasik's blog, ArtGraph Cluster Analysis, for its detailed explanations of knowledge graph analytics and clustering algorithms. Additionally, it highlights upcoming events such as LiveStream: Discovering AuraDB Free with Michael & Alexander on July 17, 2023, and a Sydney Meetup: Exploring Power of Connected Data on July 20, 2023. The newsletter also features Ajmal Aziz, a Senior Solutions Engineer at Databricks, who presents a reference architecture that leverages Neo4j's strengths in connected data and big data. Furthermore, it provides a tutorial on Entity Resolution in Reagent and an introduction to Graph Data Science, as well as a tweet of the week from William Lyon about the latest episode of the Graph Data Science podcast.