You're reading from Hands-On Industrial Internet of Things

Product typeBook

Published inNov 2018

PublisherPackt

ISBN-139781789537222

Edition1st Edition

Tools

IBM Watson AWS IoT

Concepts

Industrial Internet of Things

Authors (2):

Giacomo Veneri

Antonio Capasso

View More author details

Understanding the advanced analytics capabilities of GCP

GCP is very focused on the machine learning algorithm and provides a huge variety of technologies to build an analytical model. These include BigQuery, Dataflow, Data Studio, Prebuilt-Model, and Engine ML. GCP has also developed its own Tensor Processing Unit (TPU) processor to speed up the adoption of ML both on the cloud and on the edge (https://cloud.google.com/edge-tpu/). GCP supports ML through the Google Cloud ML service (https://cloud.google.com/ml-engine/).

ML Engine

The process to develop a model using the ML Engine is quite similar to that we have seen in the Working with the Azure ML service and Implementing analytics on AWS SageMaker sections:

Develop the...

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Hands-On Industrial Internet of Things

Published in: Nov 2018Publisher: PacktISBN-13: 9781789537222

Authors (2)

Giacomo Veneri

Giacomo Veneri graduated in computer science from the University of Siena. He holds a PhD in neuroscience context with various scientific publications. He is Predix Cloud certified and an influencer, as well as SCRUM and Oracle Java certified. He has 18 years' experience as an IT architect and team leader. He has been an expert on IoT in the fields of oil and gas and transportation since 2013. He lives in Tuscany, where he loves cycling.
Read more about Giacomo Veneri

Antonio Capasso

Antonio Capasso graduated in computer automation in 1999 and computer science in 2003 from the University of Naples. He has been working for twenty years on large and complex IT projects related to the industrial world in a variety of fields (automotive, pharma, food and beverage, and oil and gas), in a variety of roles (programmer, analyst, architect, and team leader) with different technologies and software. Since 2011, he has been involved in building and securing industrial IoT infrastructure. He currently lives in Tuscany, where he loves trekking and swimming.
Read more about Antonio Capasso

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