Posts by Christiana Cromer

Creating a custom software environment with Coiled

Scalable Python Deployments as a Service

James Bourbeau, Dask maintainer and software engineer at Coiled, recently joined us for a Science Thursday session on “Scalable Python Deployments as a Service”.  In this post, we summarize the key takeaways from the stream. We’ll cover:  A brief overview of Dask  An introduction to Coiled and its offerings  Spinning up a cluster on AWS …

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A look at commuter data in Kansas City

Large Scale Machine Learning for Urban Planning

The Coiled team was recently joined by Brett Naul, founding engineer at Replica, where we discussed large-scale machine learning and travel simulations for urban planning. During this session, we learned more about: Interactive products for urban planning, Building synthetic populations from large data sets like the US census, Data engineering workflow with Dask and Prefect, …

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Scalable Python Deployments as a Service

James Bourbeau, Dask core contributor and maintainer who works at Coiled building tools for scalable computing, joins Hugo Bowne-Anderson to discuss and code about scalable data science deployments as a service and how he thinks about these things at Coiled.  Coiled Cloud is an opinionated deployment-as-a-service product/library for scaling Python data science and machine learning …

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