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Cloud Analytics with Google Cloud Platform
book

Cloud Analytics with Google Cloud Platform

by Sanket Thodge
April 2018
Beginner to intermediate content levelBeginner to intermediate
282 pages
9h 53m
English
Packt Publishing
Content preview from Cloud Analytics with Google Cloud Platform

AutoML

The entire Cloud AutoML platform will help businesses scale up their AI capabilities without requiring advanced machine learning expertise. AutoML enables the end user to experience in learning high-quality NN models. Cloud AutoML Vision is built on GCP transfer learning and neural architecture search technologies. It is a simple, secure, and flexible ML API. Cloud AutoML provides a simple graphical user interface (GUI) to train, evaluate, improve, and deploy models. It is integrated easily with all other APIs of GCP.

 The architecture of AutoML is as follows:

The core components used in the model are:

  • Cloud Storage
  • Cloud Dataflow ...
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Publisher Resources

ISBN: 9781788839686Other