Langsat BlogEngineering insights on Relational Deep Learning, GNNs, and no-code ML platforms.https://langsat.ai/en-usTabular vs relational ML: when each winshttps://langsat.ai/resources/insights/tabular-vs-relational-ml/https://langsat.ai/resources/insights/tabular-vs-relational-ml/A practical guide to choosing between single-table and relational approaches for ML on structured data.Fri, 10 Apr 2026 00:00:00 GMTfundamentalsrelationaltabularLangsat TeamWhy GNNs matter for tabular datahttps://langsat.ai/resources/insights/why-gnns-matter-tabular/https://langsat.ai/resources/insights/why-gnns-matter-tabular/Graph Neural Networks aren't just for social networks — they're transforming prediction tasks on structured business data.Fri, 03 Apr 2026 00:00:00 GMTgnnrelationaldeep-learningLangsat TeamFrom SQL to trained model in 10 minuteshttps://langsat.ai/resources/insights/from-sql-to-trained-model/https://langsat.ai/resources/insights/from-sql-to-trained-model/Walkthrough: connect a Postgres database, define a prediction task, and deploy a real model — no code.Sat, 28 Mar 2026 00:00:00 GMTtutorialgetting-startedLangsat Team