Alice Zheng

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**Hiring research scientists, software engineers, and engineering managers! Message me for details.** I work with both scientists and engineers to build machine learning products. My past roles have included machine learning research scientist as well as tool builder. I think of myself as a bridge that connects disparate groups and allow each to communicate effectively with the other: scientists, engineers, users, and business developers. I am the author of "Mastering Feature Engineering" and "Evaluating Machine Learning Models" (O'Reilly Media). I enjoy writing, public speaking, and community organization. Specialties: feature engineering, log analysis, automatic system monitoring and...

machine learning feature engineering database software development big data data structures a/b testing model selection hyperparameter tuning evaluation metrics mathematics feature space geometry features high dimensions

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Alice Zheng

Feature engineering for diverse data types

The Challenges of Bringing Machine Learning to the Masses

What the Bleep is Big Data? A Holistic View of Data and Algorithms

The How and Why of Feature Engineering

Understanding Feature Space in Machine Learning