![]() You specify the size of the hardware to run the task on (including if it has a GPU or Dask cluster) as wellĪs the code to run, typically through a git repo. What is a Saturn Cloud job?Ī Saturn Cloud job is a computing environment set up to run recurring tasks. With Saturn Cloud jobs youĬan create data science pipelines with very little effort–avoiding the work of having to set up your own entire web APIs, cron schedulers, and other distractions from data science work. An API can be set up so that when the API receives a request the notebook is then run.Īt first glance that list seems like it’s increasing in technical complexity–setting up a whole API endpoint is certainly moreĬomplicated than opening a notebook and hitting “run all cells.” In practice, all three of these can be done very easily with Saturn Cloud jobs.The notebook can be run on a fixed schedule, or.A human being can manually press a button to cause the notebook to run,. ![]() There are a number of ways that such a notebook could be rerun, Machine learning model and the model needs to be retrained on more recent data points. Another situation where having a notebook rerun may be useful is if the notebook trains a ![]() That has an analysis that needs to frequently be rerun with newer data. Often times data scientists have Jupyter notebooks that they want to run in a recurring manner. ![]()
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