Tutorial: parallelize your python code and run it on Google Cloud

Published: 22 December 2020
on channel: Ahinoam Pollack
2,341
40

This tutorial shows you how to take your python code, parallelize it (using the multiprocessing package) and run it on Google Cloud. This tutorial uses a Microsoft Windows operating system. It's very relevant if you would like to parallelize a code for hyperparameter tuning, optimization, or Monte Carlo simulation.

Tutorial parts:

00:00 Introduction
02:11 Create a Google Cloud compute instance
10:00 Transfer your files to Google Cloud
11:54 Run your parallelized script and analyze the results
19:54 Return your results to your local computer
23:25 Bonus: run Jupyter notebook on the cloud

Tutorial resources:
Google cloud: https://cloud.google.com

MobaXterm: https://mobaxterm.mobatek.net/downloa...
Tutorial scripts repository: https://github.com/ahinoamp/GCP_Tutorial


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