new york 2019
Highlights from the Strata Data Conference in New York 2019
People from across the data world came together in New York for the Strata Data Conference. Below you'll find links to highlights from the event. Rob Thomas and Tim O'Reilly discuss the hard work and mass experimentation that will lead to AI breakthroughs. Get a free trial today and find answers on the fly, or master something new and useful. Cassie Kozyrkov offers actionable advice for taking advantage of machine learning, navigating the AI era, and staying safe as you innovate.
How Machine Learning Meets Optimization - Strata Data Conference in New York 2019
Optimization and ML are increasingly intersecting. Occasionally overlapping, sometimes complementary and most often best used in combination. Data Scientists should be interested in Operations Research, and Operations Researcher's are increasingly using Machine Learning. This presentation will provide a structure for understanding and applying these two techniques. It describes when Optimization techniques originating from operations research are the better solution and when it is beneficial to apply ML. More importantly, we describe how complex, high-value business problems can be solved with better by combining the techniques, rather than by using only one of them.