Please don't advocate for piracy, this book is not freely available.

I own it and it's wonderful, Mr. Géron deserves to benefit from it.

On Mon, Jul 13, 2020 at 9:59 PM Anwar AliKhan <anwaralikhan...@gmail.com>
wrote:

>  link to a free book  which may be useful.
>
> Hands-On Machine Learning with Scikit-Learn, Keras, and Tensorflow
> Concepts, Tools, and Techniques to Build Intelligent Systems by Aurélien
> Géron
>
> https://bit.ly/2zxueGt
>
>
>
>
>
>  13 Jul 2020, 15:18 Sean Owen, <sro...@gmail.com> wrote:
>
>> There is a multilayer perceptron implementation in Spark ML, but
>> that's not what you're looking for.
>> To parallelize model training developed using standard libraries like
>> Keras, use Horovod from Uber.
>> https://horovod.readthedocs.io/en/stable/spark_include.html
>>
>> On Mon, Jul 13, 2020 at 6:59 AM Mukhtaj Khan <drmukh...@gmail.com> wrote:
>> >
>> > Dear Spark User
>> >
>> > I am trying to parallelize the CNN (convolutional neural network) model
>> using spark. I have developed the model using python and Keras library. The
>> model works fine on a single machine but when we try on multiple machines,
>> the execution time remains the same as sequential.
>> > Could you please tell me that there is any built-in library for CNN to
>> parallelize in spark framework. Moreover, MLLIB does not have any support
>> for CNN.
>> > Best regards
>> > Mukhtaj
>> >
>> >
>> >
>> >
>>
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>>
>>

-- 


*Patrick McCarthy  *

Senior Data Scientist, Machine Learning Engineering

Dstillery

470 Park Ave South, 17th Floor, NYC 10016

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