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Distributed Deep Learning with BigDL and PySpark

Andrea Guidi
TDS Archive
Published in
May 1, 2021

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As I said, this post was only written in order to help anybody get the hands-on this interesting package. Of course, this is not an exhaustive search. For example, the following tests may be performed:

  • Run this example as a spark-submit instead of doing it interactively from the PySpark Shell;
  • Use more complex networks, such as convnets on the same MNIST or try importing pre-trained BERT models and fine-tune them using BigDL (I don’t even know if there’s the possibility)

When I have some time, I will definitely explore the two bullets above.
Bye and thanks for reading!

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TDS Archive
TDS Archive

Published in TDS Archive

An archive of data science, data analytics, data engineering, machine learning, and artificial intelligence writing from the former Towards Data Science Medium publication.

Andrea Guidi
Andrea Guidi

Written by Andrea Guidi

I love data, machine learning and Autoencoders. Control systems/electronic engineer.

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