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Talks & Tutorials
=================
.. raw:: html
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height="315"
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Dask Tutorial
-------------
`Dask Tutorial <https://tutorial.dask.org>`__ provides an overview of Dask and is typically delivered in 3 hours.
See `Parallel and Distributed Computing in Python with Dask <https://www.youtube-nocookie.com/watch?v=EybGGLbLipI>`__ for the
latest Dask Tutorial recording from SciPy 2020.
Dask Slides
-----------
`Dask Slides <https://dask.org/slides>`__ provide a quick overview of the motivation for Dask.
Dask YouTube channel
--------------------
You can find lots of videos about Dask on the `Dask YouTube channel <https://www.youtube-nocookie.com/c/dask-dev>`__
.. contents:: :local:
Presentations
-------------
* Dask Summit 2021
* `Keynotes <https://www.youtube-nocookie.com/playlist?list=PLJ0vO2F_f6OBymP5LtgOC6W4pxd9Mw3cE>`__
* `Workshops and Tutorials <https://www.youtube-nocookie.com/playlist?list=PLJ0vO2F_f6OBD1_iNeT1f7cpRoYwAuMPy>`__
* `Talks <https://www.youtube-nocookie.com/playlist?list=PLJ0vO2F_f6OBcisTDubrdEsQAhigkayjE>`__
* PyCon US 2021
* `Tutorial: Hacking Dask: Diving into Dask's Internals <https://www.youtube-nocookie.com/watch?v=LQrgDhN-XOo>`__ (`materials <https://github.com/jrbourbeau/hacking-dask>`__)
* `Dask-SQL: Empowering Pythonistas for Scalable End-to-End Data Engineering <https://www.youtube-nocookie.com/watch?v=z7xKikaScxg>`__
* BlazingSQL Webinars, May 2021
* `Intro to distributed computing on GPUs with Dask in Python <https://www.youtube-nocookie.com/watch?v=py1YPs6s6so>`__ (`materials <https://gist.github.com/jacobtomlinson/6f16abb716f50f81a6687bd67efd2f61>`__)
* PyData DC, August 2021
* `Inside Dask <https://www.youtube-nocookie.com/watch?v=X95WO41abXo>`__ (`materials <https://github.com/jsignell/inside-dask>`__)
* PyCon US 2020
* `Deploying Python at Scale with Dask <https://www.youtube-nocookie.com/watch?v=deX0GlW4uew>`__
* PyCon Australia 2020
* `dask-image: distributed image processing for large data <https://www.youtube-nocookie.com/watch?v=MpjgzNeISeI>`__
* PyCon Korea 2019, August 2019
* `Adapting from Spark to Dask: what to expect (18 minutes)
<https://www.youtube-nocookie.com/watch?v=tx7qTHSlHKw>`__
* SciPy 2019, July 2019
* `Refactoring the SciPy Ecosystem for Heterogeneous Computing (29 minutes)
<https://www.youtube-nocookie.com/watch?v=Q0DsdiY-jiw>`__
* `Renewable Power Forecast Generation with Dask & Visualization with Bokeh (31 minutes)
<https://www.youtube-nocookie.com/watch?v=tYGcicSruck>`__
* `Efficient Atmospheric Analogue Selection with Xarray and Dask (18 minutes)
<https://www.youtube-nocookie.com/watch?v=gdHiGsGUh3o>`__
* `Better and Faster Hyper Parameter Optimization with Dask (27 minutes)
<https://www.youtube-nocookie.com/watch?v=x67K9FiPFBQ>`__
* `Dask image:A Library for Distributed Image Processing (22 minutes)
<https://www.youtube-nocookie.com/watch?v=XGUS174vvLs>`__
* EuroPython 2019, July 2019
* `Distributed Multi-GPU Computing with Dask, CuPy and RAPIDS (29 minutes)
<https://www.youtube-nocookie.com/watch?v=en2zdTT-Vwk>`__
* SciPy 2018, July 2018
* `Scalable Machine Learning with Dask (30 minutes)
<https://www.youtube-nocookie.com/watch?v=ccfsbuqsjgI>`__
* PyCon 2018, May 2018
* `Democratizing Distributed Computing with Dask and JupyterHub (32 minutes)
<https://www.youtube-nocookie.com/watch?v=Iq72dt1gO9c>`__
* AMS & ESIP, January 2018
* `Pangeo quick demo: Dask, XArray, Zarr on the cloud with JupyterHub (3 minutes)
<https://www.youtube-nocookie.com/watch?v=rSOJKbfNBNk>`__
* `Pangeo talk: An open-source big data science platform with Dask, XArray, Zarr on the cloud with JupyterHub (43 minutes)
<https://www.youtube-nocookie.com/watch?v=mDrjGxaXQT4>`__
* PYCON.DE 2017, November 2017
* `Dask: Parallelism in Python (1 hour, 2 minutes)
<https://www.youtube-nocookie.com/watch?v=rZlshXJydgQ>`__
* PYCON 2017, May 2017
* `Dask: A Pythonic Distributed Data Science Framework (46 minutes)
<https://www.youtube-nocookie.com/watch?v=RA_2qdipVng>`__
* PLOTCON 2016, December 2016
* `Visualizing Distributed Computations with Dask and Bokeh (33 minutes)
<https://www.youtube-nocookie.com/watch?v=FTJwDeXkggU>`__
* PyData DC, October 2016
* `Using Dask for Parallel Computing in Python (44 minutes)
<https://www.youtube-nocookie.com/watch?v=s4ChP7tc3tA>`__
* SciPy 2016, July 2016
* `Dask Parallel and Distributed Computing (28 minutes)
<https://www.youtube-nocookie.com/watch?v=PAGjm4BMKlk>`__
* PyData NYC, December 2015
* `Dask Parallelizing NumPy and Pandas through Task Scheduling (33 minutes)
<https://www.youtube-nocookie.com/watch?v=mHd8AI8GQhQ>`__
* PyData Seattle, August 2015
* `Dask: out of core arrays with task scheduling (1 hour, 50 minutes)
<https://www.youtube-nocookie.com/watch?v=ieW3G7ZzRZ0>`__
* SciPy 2015, July 2015
* `Dask Out of core NumPy:Pandas through Task Scheduling (16 minutes)
<https://www.youtube-nocookie.com/watch?v=1kkFZ4P-XHg>`__
|
