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Dav Clark

Dav is Head of Data Science at Gigantum
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Recent Posts

Scaling On the Cheap with Dask, Gigantum, and DigitalOcean

Posted by Dav Clark on May 14, 2020 7:13:44 AM

Below, we’ll sketch out a smart approach for using lots of CPU cores without breaking the bank: using your laptop when feasible along with a DIY approach to working on bigger cloud resources as needed. We’ll use Gigantum to automate Git and Docker, along with most details of our cloud environment. With the following approach, you can be up and running Dask on 32 CPU cores on DigitalOcean in about 10 minutes - look at those tasks fly in parallel!

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Topics: Reproducibility, Data Science, Open Science