General approaches for metrics optimization

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Skills You'll Learn

Data Analysis, Feature Extraction, Feature Engineering, Xgboost

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MM
Nov 9, 2017

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
Feb 24, 2019

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.

From the lesson
Metrics Optimization
This week we will first study another component of the competitions: the evaluation metrics. We will recap the most prominent ones and then see, how we can efficiently optimize a metric given in a competition.

Taught By

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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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