DA3: How to Optimize Physical Assets with Machine Learning
(Room Meeting Room 212AB)
27 Jun 19
1:30 PM
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2:20 PM
Rajendra Koppula, Manifold // Using a real-world case study from the oil & gas industry, this session dives deep into applying Machine Learning to sensor time series data to demonstrate how to sample a time series dataset to generate training and validation datasets, parallelize compute intensive feature creation to handle the volume and velocity of sensor data, apply classic ML techniques, and the results of the case study.