Run Python Scripts with Coiled Functions & Coiled Run

Run a script or Python function in any cloud region on any hardware. Sometimes you don’t need a huge cluster for your workflows, and you just want to run your Python function on a VM in the cloud. In this webinar, we'll walk through these two APIs: Coiled Functions and Coiled Run. We'll see how to run a computation on a VM close to our data, train a PyTorch model on a GPU in the cloud, and scale out to a large machine with Dask Futures. Examples in our docs: https://docs.coiled.io/user_guide/usage/functions/index.html Get started with Coiled: https://coiled.io/start We'd love to hear your feedback: https://github.com/coiled/feedback/issues This webinar is hosted by Coiled and is part of our Coiled Labs Series. We’ve gotten good at deploying and managing Dask in your cloud and are excited about deploying other valuable infrastructure, like running Python functions on any infrastructure you’d like. Key Moments 00:00 Intro 00:12 Motivation: How Coiled Run and Functions came to be 02:11 Coiled Run and Functions Explained 03:15 Why Use Coiled Run and Functions? 04:55 Example of Coiled Run 08:35 Example of Coiled Functions 10:42 More in-depth: PyTorch GPU example 13:16 Example: Data Proximate Computing 19:16 We'd love to hear how you use Coiled Run and Functions 20:03 Q&A For more info on getting started with Coiled for free: https://coiled.io/start