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Hands-On Machine Learning on Google Cloud Platform

You're reading from   Hands-On Machine Learning on Google Cloud Platform Implementing smart and efficient analytics using Cloud ML Engine

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Product type Paperback
Published in Apr 2018
Publisher Packt
ISBN-13 9781788393485
Length 500 pages
Edition 1st Edition
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Authors (3):
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 Perrier Perrier
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Perrier
Giuseppe Ciaburro Giuseppe Ciaburro
Author Profile Icon Giuseppe Ciaburro
Giuseppe Ciaburro
V Kishore Ayyadevara V Kishore Ayyadevara
Author Profile Icon V Kishore Ayyadevara
V Kishore Ayyadevara
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Toc

Table of Contents (22) Chapters Close

Title Page
Packt Upsell
Contributors
Preface
1. Introducing the Google Cloud Platform FREE CHAPTER 2. Google Compute Engine 3. Google Cloud Storage 4. Querying Your Data with BigQuery 5. Transforming Your Data 6. Essential Machine Learning 7. Google Machine Learning APIs 8. Creating ML Applications with Firebase 9. Neural Networks with TensorFlow and Keras 10. Evaluating Results with TensorBoard 11. Optimizing the Model through Hyperparameter Tuning 12. Preventing Overfitting with Regularization 13. Beyond Feedforward Networks – CNN and RNN 14. Time Series with LSTMs 15. Reinforcement Learning 16. Generative Neural Networks 17. Chatbots Index

Accessing control lists


The documentation says it best, Access Control Lists (ACLs) allow you to control who can read and write your data, and who can read and write the ACLs themselves.

If not specified at the time an object is uploaded (e.g., via the gsutil cp -a option), objects will be created with a default object ACL set on the bucket (see gsutil helpdefaclhttps://cloud.Google.com/storage/docs/gsutil/commands/defacl). You can replace the ACL on an object or bucket using the gsutil acl set command, or modify the existing ACL using the gsutil acl ch command (see gsutil help acl: https://cloud.Google.com/storage/docs/gsutil/commands/acl).

ACL are assigned to objects (files) or buckets. By default all files in a bucket have the same ACL as the bucket they're in. A couple of points to remember are:

  • There is no write access for objects; attempting to set an ACL with write permission for an object will result in an error
  • The object ACL is what determines read access independently of the bucket...
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