September 2018
Intermediate to advanced
412 pages
11h 12m
English
book
Industrial Internet Application Development
by Alena Traukina, Jayant Thomas, Prashant Tyagi, Veera Kishore Reddipalli
Content preview from Industrial Internet Application Development
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Advanced Analytics for the IIoT
In this chapter, we will cover the concepts of advanced analytics and how it helps in IIoT use cases to provide insights, and to efficiently run manufacturing process and control systems for better productivity. Analytics that come under the category of complex data analysis, using techniques such as machine learning, are referred to in this chapter as advanced analytics. By the end of this chapter, you will have learned some of the IIoT business use cases and how machine learning techniques help in solving them. From the technical side, we will cover machine learning concepts at a high level, and frameworks such as Apache Spark ML and TensorFlow, as well as other tooling that is available to us.
In this chapter, ...
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I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.