GoogleCloudPlatform/data-science-on-gcp

Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017

Jupyter Notebook

1,432

199 commits

updated Feb 20, 2026

See the code

README

data-science-on-gcp

Source code accompanying book:

	Data Science on the Google Cloud Platform, 2nd Edition Valliappa Lakshmanan O'Reilly, Apr 2022	Branch 2nd Edition [also main]
	Data Science on the Google Cloud Platform Valliappa Lakshmanan O'Reilly, Jan 2017	Branch edition1_tf2 (obsolete, and will not be maintained)

Try out the code on Google Cloud Platform

The code on Qwiklabs (see below) is continually tested, and this repo is kept up-to-date.

If the code doesn't work for you, I recommend that you try the corresponding Qwiklab lab to see if there is some step that you missed. If you still have problems, please leave feedback in Qwiklabs, or file an issue in this repo.

Try out the code on Qwiklabs

Purchase book

Read on-line or download PDF of book

Buy on Amazon.com

Updates to book

I updated the book in Nov 2019 with TensorFlow 2.0, Cloud Functions, and BigQuery ML.

cloud-computing

data-analysis

data-engineering

data-pipeline

data-processing

data-science

data-visualization

machine-learning

Project health

Overall

2.2/10

Maintained

0/10

Code review

3/10

OpenSSF Scorecard

Significant stargazers

Anthonios Partheniou

152 followers · starred Mar 2017

Dylan Cutler

248 followers · starred Feb 2021

Rajesh Thallam

50 followers · starred Dec 2021

Lucas Ricoy

96 followers · starred Jun 2022

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GoogleCloudPlatform/data-science-on-gcp

Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017

Jupyter Notebook

1,432

199 commits

updated Feb 20, 2026

See the code

README

data-science-on-gcp

Source code accompanying book:

	Data Science on the Google Cloud Platform, 2nd Edition Valliappa Lakshmanan O'Reilly, Apr 2022	Branch 2nd Edition [also main]
	Data Science on the Google Cloud Platform Valliappa Lakshmanan O'Reilly, Jan 2017	Branch edition1_tf2 (obsolete, and will not be maintained)