Schedule Python Jobs with Prefect and Coiled

Coiled
965 views March 6, 2024

Prefect makes it easy to write production workflows in Python. Getting started on a laptop usually takes just a few minutes. Coiled makes it easy to deploy Prefect in the cloud. You might want to run a workflow, or specific task within a workflow, on the cloud because: - You want an always-on machine for long-running, or regularly scheduled, jobs - You want to run close to your cloud-hosted data - You want specific hardware (like GPUs, or lots of memory) - You want many machines for running tasks in parallel In this webinar, we deploy a Prefect workflow on the cloud with Coiled that processes a daily updated cloud dataset. This is a common pattern that shows up in fields like machine learning, finance, remote sensing, sports betting, and more. Learn more about the Prefect+Coiled API: https://docs.coiled.io/user_guide/labs/prefect.html Run this example yourself: https://docs.coiled.io/user_guide/labs/prefect-scheduled-jobs.html

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