On a live stream in October 2020, James Bourbeau, Dask maintainer and software engineer at Coiled, joined Hugo Bowne-Anderson to discuss and code about scalable data science deployments as a service and how he thinks about these things at Coiled.
Below, you’ll find the YouTube live stream link and the Jupyter Notebook used in the stream. Follow along with James and start scaling your Python data science today!
Here’s an overview of what you’ll learn:
00:00 Going Live
01:10 Introducing James: Dask Maintainer and Coiled Software Engineer
06:35 An Overview of Dask
20:40 Introducing Coiled
23:40 Spinning up a Cluster on Coiled
34:40 Creating Software Environments with Coiled
43:50 Record Time Debugging
49:00 Collaboration and Cost Monitoring with Coiled
54:15 Additional Resources
57:20 Wrapping Up
Livestream: Scalable Python Deployments as a Service
Jupyter Notebook & GitHub repository
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