dask
Installation
SKILL.md
Dask Parallel and Distributed Computing
Scale pandas/NumPy workflows beyond memory and across clusters.
When to Use
- Datasets exceed available RAM
- Need to parallelize pandas or NumPy operations
- Processing multiple files efficiently (CSVs, Parquet)
- Building custom parallel workflows
- Distributing workloads across multiple cores/machines