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Keep up to date with the latest news, techniques, and resources for Python programming. Our tutorials are full of practical walk throughs & use cases you can use to upskill.
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Python

Preprocessing in Data Science (Part 3): Scaling Synthesized Data

You can preprocess the heck out of your data but the proof is in the pudding: how well does your model then perform?

Hugo Bowne-Anderson

10 tháng 5, 2016

Machine Learning

Preprocessing in Data Science (Part 2): Centering, Scaling and Logistic Regression

Discover whether centering and scaling help your model in a logistic regression setting.
Hugo Bowne-Anderson's photo

Hugo Bowne-Anderson

3 tháng 5, 2016

Python

Preprocessing in Data Science (Part 1): Centering, Scaling, and KNN

This article will explain the importance of preprocessing in the machine learning pipeline by examining how centering and scaling can improve model performance.
Hugo Bowne-Anderson's photo

Hugo Bowne-Anderson

26 tháng 4, 2016