Python实战XGBoost

2017-05-27

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简介

课程内容介绍:

Python实战XGBoost - 0:Promo
Python实战XGBoost - 1.0:What you will learn
Python实战XGBoost - 1.1:Getting Rocket off The Ground
Python实战XGBoost - 1.2:Boosting Wisdom of the Crowd (theory)
Python实战XGBoost - 1.3:Boosting Wisdom of the Crowd (practice)
Python实战XGBoost - 1.4:Using Standard Interface
Python实战XGBoost - 1.5:Using Scikit-learn Interface
Python实战XGBoost - 2.1:Spotting Most Important Features
Python实战XGBoost - 2.2:Bias/variance tradeoff
Python实战XGBoost - 2.3:Hyper-parameter tuning
Python实战XGBoost - 2.4:Evaluate Results
Python实战XGBoost - 2.5:Deal with missing values
Python实战XGBoost - 2.6:Handle Imbalanced Dataset
Python实战XGBoost - 2.3:Hyper-parameter tuning

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