Dask is a powerful Python framework for running code in parallel across multiple machines, speeding up tasks like model training. While parallel computing might seem intimidating, Dask is easy to get started with.
In this talk, we’ll show you how to harness the power of Dask with Saturn Cloud. You'll learn:
What is Dask and how does it work
How to write code on multiple machines
Dask collections (DataFrames, arrays, bags) for computing on data in parallel
Delayed and futures for running complex parallel computations
How Saturn Cloud sets up Dask clusters for you
Parallel GPU training
Download the slides here: https://saturncloud.io/presentations/...
Run the examples on Saturn Cloud Hosted:
Dask: https://app.community.saturnenterpris...
Dask/RAPIDS: https://app.community.saturnenterpris...
Dask/PyTorch: https://app.community.saturnenterpris...