Extensions and generalizations

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From the course by Higher School of Economics
How to Win a Data Science Competition: Learn from Top Kagglers
28 ratings
Higher School of Economics

How to Win a Data Science Competition: Learn from Top Kagglers

28 ratings
Course 2 of 7 in the Specialization Advanced Machine Learning
From the lesson
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.

Meet the Instructors

  • Dmitry Ulyanov
    Dmitry Ulyanov
    Visiting lecturer
    HSE Faculty of Computer Science
  • Alexander Guschin
    Alexander Guschin
    Visiting lecturer at HSE, Lecturer at MIPT
    HSE Faculty of Computer Science
  • Mikhail Trofimov
    Mikhail Trofimov
    Visiting lecturer
    HSE Faculty of Computer Science
  • Dmitry Altukhov
    Dmitry Altukhov
    Visiting lecturer
    HSE Faculty of Computer Science
  • Marios Michailidis
    Marios Michailidis
    Research Data Scientist
    H2O.ai