Evaluating Machine Learning Models: A Beginner’s Guide to KeyConcepts and Pitfalls

by Alice Zheng

Kindle Edition

Published December 23, 2019

About the author

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.