Concept of mean encoding

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Data Analysis, Feature Extraction, Feature Engineering, Xgboost

審閱

4.7(1,105 個評分)

  • 5 stars
    80.18%
  • 4 stars
    12.66%
  • 3 stars
    2.89%
  • 2 stars
    1.53%
  • 1 star
    2.71%

MM

2017年11月9日

Filled StarFilled StarFilled StarFilled StarFilled Star

This course is fantastic. It's chock full of practical information that is presented clearly and concisely. I would like to thank the team for sharing their knowledge so generously.

SA

2019年2月24日

Filled StarFilled StarFilled StarFilled StarFilled Star

I really enjoyed this course but it was probably 2-3 times more work than I anticipated. Most of that extra time comes from working on the final project, testing things out, etc.

從本節課中

Advanced Feature Engineering I

In this module we will study a very powerful technique for feature generation. It has a lot of names, but here we call it "mean encodings". We will see the intuition behind them, how to construct them, regularize and extend them.

教學方

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    Dmitry Ulyanov

    Visiting lecturer

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    Alexander Guschin

    Visiting lecturer at HSE, Lecturer at MIPT

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    Mikhail Trofimov

    Visiting lecturer

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    Dmitry Altukhov

    Visiting lecturer

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    Marios Michailidis

    Research Data Scientist

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