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Interet of Things [clear filter]
Thursday, March 22

1:30pm PDT

Why IoT is the killer use case for AutoML
While AI/ML has matured enough to solve many real-world problems effectively, this process typically requires close interactions between three separate skill sets – the domain expert, the data scientist and the programmer. A typical IoT user is a line-of-business person such as a Plant Supervisor or a Fleet Manager. AutoML enables automatic selection of the most appropriate algorithm that suits the domain problem learned based on the interactions with domain expert. Also, AutoML automatically selects the hyper parameters and tunes the models without requiring data scientist skills. Furthermore, AutoML automates the repetitive analytics needed for retraining models warranted by the high velocity IoT data. Therefore, AutoML is the key enabler of analytics in the industrial IoT. Since the typical business benefits in IoT involve significant savings, IoT is the killer use case for AutoML. We will present how Oracle IoT Cloud applies AutoML for industrial IoT problems.

avatar for Viji Krishnamurthy

Viji Krishnamurthy

Sr. Director - Product Management, Oracle
Viji Krishnamurthy manages IoT analytics products in Oracle IoT group. She holds a Ph.D. in Operations Research from Northwestern University and as a data scientist, she has helped to optimize product quality, supply chain and pricing. Viji has also managed IoT platforms and analytics... Read More →

Thursday March 22, 2018 1:30pm - 2:20pm PDT
6-Rm 106

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