What it's like being Prefect
Prefect is a great tool for managing data science pipelines. And it works with Saturn Cloud too!
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Introducing R for Saturn Cloud
Saturn Cloud now supports R with the RStudio IDE, GPU and parallel processing images, and the ability to deploy Shiny apps and Plumber APIs
Read article →Saturn Cloud Offers Data Scientists 30 Hours of Free Compute Each Month
Saturn Cloud now provides 30 hours a model of compute time, including GPUs and Dask distributed clusters.
Dask DataFrame is not Pandas
While you can often directly swap Dask DataFrame commands in place of pandas commands, there are situations where this will not work.
My First Experience Using RAPIDS
What I learned from using the GPU model training framework RAPIDS for the first time.
Modeling Unstructured Data Using Snowflake and Saturn Cloud
Our Snowflake quickstart example walks through using unstructured data in Snowflake.
Strategies for managing big data
There are many different approaches for how to handle data that won't fit in memory on a single machine.
Host a Jupyter Notebook as an API
Do you have a Jupyter Notebook that you want to run every time an API is called? You can do that with Saturn Cloud jobs.
If You Can Write Functions, You Can Use Dask
Many data scientists don't know where to start with the distributed framework Dask. Good news--it's often no more work than just …
Multi-GPU TensorFlow on Saturn Cloud
If your machine has multiple GPUs you can train a TensorFlow model across all of the GPUs at once.