DuckDB is specialized in efficient storage and fast query for analytics (OLAP), using a columnar storage (in contrast to row storage, used by usual RDBMSes doing OLTP processing). It's nothing new, it's been there for couple decades already. But this "distributed" DuckDB can indeed be beneficial for training.