Vadym Kuzmenko
21 Sep 2019
12:00 - 12:45
Big Data and Data Analytics

Productionalizing machine learning models for customer energy usage disaggregation in Oracle UGBU

The presentation will cover basic and advance aspects of building machine learning pipeline for energy disaggregation models.
The next important topics are also highlighted and tried to be answered:
– What problems can be met during productionalizing of machine learning models in the enterprise world and is it possible to avoid it, if possible at all.
– How to choose technologies for solving that, which technologies and why?