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From "Suzen, Mehmet" <>
Subject Re: Training A ML Model on a Huge Dataframe
Date Wed, 23 Aug 2017 12:59:33 GMT
It depends on what model you would like to train but models requiring
optimisation could use SGD with mini batches. See:

On 23 August 2017 at 14:27, Sea aj <> wrote:

> Hi,
> I am trying to feed a huge dataframe to a ml algorithm in Spark but it
> crashes due to the shortage of memory.
> Is there a way to train the model on a subset of the data in multiple
> steps?
> Thanks
> <> Sent with Mailtrack
> <>


Mehmet Süzen, MSc, PhD

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