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Matthew Rocklin - Streaming Processing with Dask

Matthew Rocklin - Streaming Processing with Dask

PyData New York City 2017 Slides: http://matthewrocklin.com/slides/pydata-nyc-2017.html This talk discusses ongoing work to ...

Data Streams with Dask and Queues

Data Streams with Dask and Queues

Notebook: https://gist.github.com/mrocklin/d6356ac363245f2f3dac22db4e6de7b7 Follow on video: ...

Dask Dashboard walkthrough

Dask Dashboard walkthrough

This screencast walks through

Dask.distributed with multiplexed Queues

Dask.distributed with multiplexed Queues

Notebook: https://gist.github.com/mrocklin/c08e4265f9a2025693e8016b39472e69 Precursor video: ...

Dask EC2 Easy Setup

Dask EC2 Easy Setup

Screencast showing how to use the

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Dask dataframe on a terabyte of artificial data

Dask dataframe on a terabyte of artificial data

Notebook and config file: https://gist.github.com/mrocklin/be0f3e674a76944a8c91e6a9610ea9e0.

Dask Web UI

Dask Web UI

Screencast of an early version of the

Dask DataFrames on HDFS Cluster

Dask DataFrames on HDFS Cluster

Walkthrough using

RAPIDS: Dask and cuDF NYCTaxi Screencast

RAPIDS: Dask and cuDF NYCTaxi Screencast

We show using

Dask Arrays: Introduction

Dask Arrays: Introduction

Introduction to

dask array demonstration

dask array demonstration

This was created for AGU. No sound.

RAPIDS: Dask and CuPy SVD Screencast

RAPIDS: Dask and CuPy SVD Screencast

We use

Deploying Dask and JLab on Cheyenne

Deploying Dask and JLab on Cheyenne

Scripts and notebook available here: https://gist.github.com/mrocklin/99e1c9b72eaebe6df5d146ac427261d1 Wiki page here: ...