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Saturn Cloud Blog

Featured Image for Dealing with Long Running Jupyter Notebooks
Dealing with Long Running Jupyter Notebooks

Hugo Shi

Thursday, July 15, 2021

Jupyter struggles with long running notebooks--one hiccup in your connection and the execution can cancel. Here is a solution to manage this problem.

Featured Image for Just Start with the Dask LocalCluster
Just Start with the Dask LocalCluster

Hugo Shi

Wednesday, July 14, 2021

You can get lots of value from Dask without even using a distributed cluster. Try using the LocalCluster instead!

Featured Image for Deploy Your Machine Learning Model - Part 3 (Flask API or Web App)
Deploy Your Machine Learning Model - Part 3 (Flask API or Web App)

Stephanie Kirmer

Sunday, May 30, 2021

In the final part of this three part series we cover how to take a trained model and deploy it as an API.

Featured Image for Deploy Your Machine Learning Model - Part 2 (Voila Web App)
Deploy Your Machine Learning Model - Part 2 (Voila Web App)

Stephanie Kirmer

Saturday, May 29, 2021

In part two of this three part series we cover how to take a trained model and make an interactive web app from it.

Featured Image for Deploy Your Machine Learning Model - Part 1 (The Model)
Deploy Your Machine Learning Model - Part 1 (The Model)

Stephanie Kirmer

Friday, May 28, 2021

In part one of this three part series we cover how to train a model to deploy as a dashboard or API.

Featured Image for Deploying Data Pipelines at Saturn Cloud with Dask and Prefect
Deploying Data Pipelines at Saturn Cloud with Dask and Prefect

Hugo Shi

Wednesday, May 19, 2021

How you can automate your complex tasks using Saturn Cloud, Dask, and Prefect

Featured Image for Easily Connect to Dask from Outside of Saturn Cloud
Easily Connect to Dask from Outside of Saturn Cloud

Jacqueline Nolis

Friday, May 14, 2021

While Saturn Cloud provides client resources to connect to Dask clusters, you can also directly connect from external locations.

Featured Image for Measuring Model Training with Weights & Biases on Saturn Cloud
Measuring Model Training with Weights & Biases on Saturn Cloud

Jacqueline Nolis and Stephanie Kirmer

Wednesday, April 28, 2021

Weights & Biases is a great tool for monitoring model training performance. And it works with Saturn Cloud!

Featured Image for What is Dask and How Does it Work?
What is Dask and How Does it Work?

Julia Signell

Tuesday, April 27, 2021

The basics of what Dask is, why you'd want to use it, and how to get started.

Featured Image for Dask and pandas: There’s No Such Thing as Too Much Data
Dask and pandas: There’s No Such Thing as Too Much Data

Stephanie Kirmer

Monday, February 01, 2021

Do you love pandas, but hate when you reach the limits of your memory or compute resources? Dask gives you the chance to use the pandas API with distributed data and computing.

Featured Image for Lazy Evaluation with Dask
Lazy Evaluation with Dask

Stephanie Kirmer

Tuesday, January 26, 2021

Lazy evaluation is when calculations are only computed when they are needed, and Dask makes great use of the method.

Featured Image for Snowflake & Saturn Cloud Launch 100x Faster Machine Learning Platform
Snowflake & Saturn Cloud Launch 100x Faster Machine Learning Platform

Sebastian Metti

Thursday, January 07, 2021

Snowflake and Saturn Cloud are partnering to help data science teams get 100x faster results.

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