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Machine Learning

Machine learning methods continue to yield practical business benefit, in use cases involving improved predictions of system or customer behavior, or combined with optimization methods to prescribe high-impact actions.

Presentations in this track include:

Deliver Realistic Simulations by Incorporating Order Constraints Into ML Models

Speaker: John Colias, Senior Vice President at Decision Analyst


Identifying Oil Wells on Satellite Images Using Computer Vision

Speaker: Kyle Jones, Sr. Manager, Solutions Architecture at Amazon Web Services


Integration of Marketing Mix Modeling and Portfolio Optimization in Promotion Resource Allocation

Speaker: Moshe Rosenwein, Director, Data Science and Analytics at Bayer Healthcare


Robotic Process Automation: Turning Buzzwords Into Action

Speaker: Emily McIntosh, Manager at Ernst & Young