MLOps Coffee Sessions #14 Conversation with the Creators of Dask // Hugo Bowne-Anderson and Matthew Rocklin

Agentic Conversations (formally mlops.community) · Oct 12, 2020 · 56m · transcript

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Dask

What is it?

Parallelism for analytics

What is parallelism?

Doing a lot at once by splitting tasks into smaller subtasks, which can be processed in parallel (at the same time)

Distributed work across multiple machines and then combined the results

Helpful for CPU-bound - doing a bunch of calculations on the CPU. The rate at which the process…