Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists
About the Author
Alice Zheng 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.