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Alexander Wang

Alexander Wang

Alexander Wang is currently an Egleston Scholar at Columbia University, School of Engineering and Applied Sciences, where he is studying Computer Science and Physics.
http://alexjwang.me/
Encode Smarter: How to Easily Integrate Categorical Encoding into Your Machine Learning Pipeline

Encode Smarter: How to Easily Integrate Categorical Encoding into Your Machine Learning Pipeline

Automated feature engineering solves one of the biggest problems in applied machine learning by streamlining a critical, yet manually intensive step in the ML pipeline. However, even after feature engineering, handling non-numeric data for use by machine learning algorithms is unavoidable and presents its own set of unique challenges. This
Aug 26, 2019 9 min read
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