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Data By the Bay is the first Data Grid conference matrix with 6 vertical application areas  spanned by multiple horizontal data pipelines, platforms, and algorithms.  We are unifying data science and data engineering, showing what really works to run businesses at scale.
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Thursday, May 19 • 3:00pm - 3:20pm
Automating Data Science for the IOT

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The big challenge with machine data is the weak signal to noise ratio. The patterns are too tiny and too many spread over a large amount of data. Also patterns change frequently. All these variability makes it extremely challenging to dig insights/signals out by the traditional approach of generating models manually. This requires applying machine automation and machine intelligence to even finding the patterns on a continuous basis. In this talk we will demonstrate how we have applied this to solve problems of predictive maintenance for Fortune 500s.

avatar for Ruban Phukan

Ruban Phukan

Chief Product and Analytics Officer, DataRPM
Ruban is a serial entrepreneur and technologist with rich and diverse experience in data science, product, technology and business. As a data scientist in Yahoo, Ruban’s role involved data mining and analyzing several big data sets of Yahoo and coming up with strategic business... Read More →

Thursday May 19, 2016 3:00pm - 3:20pm PDT