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Industrial Internet Application Development
book

Industrial Internet Application Development

by Alena Traukina, Jayant Thomas, Prashant Tyagi, Veera Kishore Reddipalli
September 2018
Intermediate to advanced
412 pages
11h 12m
English
Packt Publishing
Content preview from Industrial Internet Application Development

Summary

In this chapter, we covered the concepts of advanced analytics and how it plays a major role in the IIoT use cases for running the industrial equipment and manufacturing plants efficiently. We also discussed some of the real-world challenges in running the legacy analytics at scale and how big data plays a major role in building better models to predict the outcomes with more accuracy. We also looked at some of latest technologies, such as Apache Spark ML, the Keras framework, and the APIs available for the development of machine learning models. In the next chapter, we will look at how to develop an IIoT application.

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Publisher Resources

ISBN: 9781788298599Supplemental Content