Deploying Data Pipelines at Saturn Cloud with Dask and Prefect
How you can automate your complex tasks using Saturn Cloud, Dask, and Prefect
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Deploy Your Machine Learning Model - Part 1 (The Model)
In part one of this three part series we cover how to train a model to deploy as a dashboard or API.
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What is Dask and How Does it Work?
The basics of what Dask is, why you'd want to use it, and how to get started.
Dask and pandas: There’s No Such Thing as Too Much Data
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 …
Lazy Evaluation with Dask
Lazy evaluation is when calculations are only computed when they are needed, and Dask makes great use of the method.
Combining Dask and PyTorch for Better, Faster Transfer Learning
PyTorch has the ability to train models across multiple machines, and thanks to the framework Dask you can easily create a GPU cluster …
Handy Dandy Guide to Working With Timestamps in pandas
Using times in pandas can sometimes be tricky--this blog post covers the most common problems.