Alice Zheng

Alice is a technical leader in the field of Machine Learning. Her experience spans algorithm and platform development and applications. Currently, she is a Senior Manager in Amazon's Ad Platform. Previous roles include Director of Data Science at GraphLab/Dato/Turi, machine learning researcher at Microsoft Research, Redmond, and postdoctoral fellow at Carnegie Mellon University. She received a Ph.D. in Electrical Engineering and Computer science, and B.A. degrees in Computer Science in Mathematics, all from U.C. Berkeley.

Radar

Striking parallels between mathematics and software engineering

January 19, 2015

Becoming more familiar with mathematics will help cross-pollinate ideas between mathematics and software engineering.

Content

Evaluating Machine Learning Models

October 21, 2015

A beginner's guide to key concepts and pitfalls.

Unpacking technical jargon in machine learning

July 5, 2015

A new report explores how to evaluate your machine learning models.