https://github.com/googlecloudplatform/data-science-on-gcp

Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017
https://github.com/googlecloudplatform/data-science-on-gcp

cloud-computing data-analysis data-engineering data-pipeline data-processing data-science data-visualization machine-learning

Last synced: about 1 month ago
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Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017

• Host: GitHub
• URL: https://github.com/googlecloudplatform/data-science-on-gcp
• Owner: GoogleCloudPlatform
• License: apache-2.0
• Created: 2017-02-10T16:46:57.000Z (over 8 years ago)
• Default Branch: main
• Last Pushed: 2025-03-22T01:45:24.000Z (about 2 months ago)
• Last Synced: 2025-04-14T05:53:22.607Z (about 1 month ago)
• Topics: cloud-computing, data-analysis, data-engineering, data-pipeline, data-processing, data-science, data-visualization, machine-learning
• Language: Jupyter Notebook
• Homepage:
• Size: 6.51 MB
• Stars: 1,383
• Watchers: 97
• Forks: 721
• Open Issues: 21
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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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

- [Data Science on the Google Cloud Platform Quest](https://google.qwiklabs.com/quests/43)

- [Data Science on Google Cloud Platform: Machine Learning Quest](https://google.qwiklabs.com/quests/50)

### Purchase book

[Read on-line or download PDF of book](https://www.oreilly.com/library/view/data-science-on/9781098118945/)

[Buy on Amazon.com](https://www.amazon.com/Data-Science-Google-Cloud-Platform-dp-1098118952/dp/1098118952/)

### Updates to book

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