In this workshop, we will discuss the different ways to run SQL queries on and with Dask using CPUs and GPUs. Being able to write SQL commands to query and transform the data does allow users to integrate the vast Dask and RAPIDS ecosystem into their BI workflows. We will discuss the current state of PyData SQL query engines, SQL integrations and together find out where to head next.