Presented By O'Reilly and Cloudera
Make Data Work
5–7 May, 2015 • London, UK
Alice Zheng

Alice Zheng
Senior Manager, Applied Science, Amazon

Website | @RainyData

Alice is the director of data science at GraphLab, a Seattle-based startup that offers powerful large-scale machine learning and graph analytics tools. She loves playing with data and enabling others to play with data. She is a tool builder and an expert in machine learning algorithms. Her research spans software diagnosis, computer network security, and social network analysis. Prior to joining GraphLab, she was a researcher at Microsoft Research, Redmond. She holds Ph.D. and B.A. degrees in computer science, and a B.A. in mathematics, all from U.C. Berkeley.

Sessions

13:45–14:05 Wednesday, 6/05/2015
Deploying machine learning in production
Data Science
 Location: King's Suite - Balmoral
Alice Zheng (Amazon)
Average rating: ***..
(3.75, 12 ratings)
Building and deploying predictive applications require knowing how to evaluate, test, and track the performance of machine learning models over time. Using available off-the-shelf tools, this talk engages potential application builders on topics such as common evaluation metrics, A/B testing set up, tracking model performance, tracking usage via real-time feedback, and updating models. Read more.