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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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Alexis Perrier Alexis Perrier
Author Profile Icon Alexis Perrier
Alexis Perrier
V Kishore Ayyadevara V Kishore Ayyadevara
Author Profile Icon V Kishore Ayyadevara
V Kishore Ayyadevara
Giuseppe Ciaburro Giuseppe Ciaburro
Author Profile Icon Giuseppe Ciaburro
Giuseppe Ciaburro
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Toc

Table of Contents (18) Chapters Close

Preface 1. Introducing the Google Cloud Platform 2. Google Compute Engine FREE CHAPTER 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

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 help
defacl https://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...
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