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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.

Speakers
avatar for Viji Krishnamurthy

Viji Krishnamurthy

Sr. Director - Data Science, IoT and Blockchain Products, Oracle
Viji has over 16 years of experience as head of data science, analytics product management, product development and operations leader in Enterprise Software, Blockchain,  IoT and Consumer Electronics industries. Viji holds patents on ML/AI implementations in supply chain, industrial... Read More →


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

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