Presented By O'Reilly and Cloudera
Make Data Work
March 13–14, 2017: Training
March 14–16, 2017: Tutorials & Conference
San Jose, CA
Alice Zheng

Alice Zheng
Senior Manager, Applied Science, Amazon

Website | @RainyData

Alice Zheng is a senior manager of applied science on the machine learning optimization team on Amazon’s advertising platform. She specializes in research and development of machine learning methods, tools, and applications. She’s the author of Feature Engineering for Machine Learning. Previously, Alice has worked at GraphLab, Dato, and Turi, where she led the machine learning toolkits team and spearheaded user outreach; and was a researcher in the Machine Learning Group at Microsoft Research – Redmond. Alice holds PhD and BA degrees in computer science and a BA in mathematics, all from UC Berkeley.


5:10pm5:50pm Wednesday, March 15, 2017
Secondary topics:  Hardcore Data Science
Alice Zheng (Amazon)
Average rating: ****.
(4.50, 6 ratings)
In the machine-learning pipeline, feature engineering takes up the majority amount of time yet is seldom discussed. Alice Zheng leads a tour of popular feature engineering methods for text, logs, and images, giving you an intuitive and actionable understanding of tricks of the trade. Read more.