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Hands-On Machine Learning on Google Cloud Platform
book

Hands-On Machine Learning on Google Cloud Platform

by Giuseppe Ciaburro, V Kishore Ayyadevara, Alexis Perrier, Bryan Fry, Antonio Gulli
April 2018
Beginner to intermediate
500 pages
11h 26m
English
Packt Publishing
Content preview from Hands-On Machine Learning on Google Cloud Platform

Startup scripts and stop scripts

Startup scripts allow you to run a script when starting up or creating an instance. For instance, to always install miniconda and related data science packages when creating a new instance, simply write the following script in a file on your local machine:

#! /bin/bashapt-get install bzip2wget https://repo.continuum.io/miniconda/Miniconda2-latest-Linux-x86_64.shsudo bash Miniconda2-latest-Linux-x86_64.shconda install scikit-learnconda install pandasconda install jupyterconda install ipython

Then as you start the new instance, supply the --metadata-from-file flag, followed by startup-script=PATH/TO/FILE, where PATH/TO/FILE is a relative path to the startup script:

$ gcloud compute instances create example-instance ...
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Publisher Resources

ISBN: 9781788393485