Scaling Python with Dask (7th Early Release)
Scaling Python with Dask (7th Early Release)
English | 2023 | ISBN: 9781098119867 | 224 Pages | EPUB (True) | 8 MB
English | 2023 | ISBN: 9781098119867 | 224 Pages | EPUB (True) | 8 MB
Modern systems contain multicore CPUs and GPUs that have the potential for parallel computing. But many scientific Python tools were not designed to leverage this parallelism. With this short but thorough resource, data scientists and Python programmers will learn how the Dask open source library for parallel computing provides APIs that make it easy to parallelize PyData libraries including NumPy, pandas, and scikit-learn.