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Dask is an immensely powerful Python library that provides parallelism, scheduling, and distributed computing (among other features). Its main selling points include its ability to handle large data sets, its parallelization capabilities across various data sources, and its intuitive API. In this section, I’ll provide an overview of Dask, its architecture, and how it handles parallelism. In general, Dask is designed to handle distributed and parallel tasks by splitting a workload across multiple machines. This can significantly improve performance for tasks that are distributed across several machines.
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