Dask is a Python library that allows users to scale their code and data processing tasks across a cluster of machines. It is designed to be used on compute clusters, enabling users to run their code in parallel and make full use of the available resources. It is particularly useful for handling large datasets and performing complex computations that would be difficult or impossible to do on a single machine.