January 2019
Intermediate to advanced
390 pages
9h 16m
English
Content preview from Hands-On Artificial Intelligence for IoT
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Infusion of AI – data science in IoT
A very popular phrase among data scientists and machine learning engineers is "AI is the new electricity"
said by Prof Andrew Ng in NIPS 2017, we can expand it as follows: If AI is the new electricity, data is the new coal, and IoT the new coal-mine.
IoT generates an enormous amount of data; presently, 90% of the data generated isn't even captured, and out of the 10% that is captured, most is time-dependent and loses its value within milliseconds. Manually monitoring this data continuously is both cumbersome and expensive. This necessitates a way to intelligently analyze and gain insight from this data; the tools and models of AI provide us with a way to do exactly this with minimum human intervention. ...
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