Building Gradient Boosting Models: Model Building Process and Principles
This is the second video in a series on building Gradient Boosting Models.
We will discuss the goals of the model-building process and strategies to accomplish those goals. We then begin working hands-on to demonstrate how to explore and interrogate data to further your understanding of the dataset. We will use the Ames housing dataset as an example to work through.
Github:
https://github.com/numeristical/resources/blob/master/Building_GB_Models/BuildGBModel.ipynb
Видео Building Gradient Boosting Models: Model Building Process and Principles канала numeristical
We will discuss the goals of the model-building process and strategies to accomplish those goals. We then begin working hands-on to demonstrate how to explore and interrogate data to further your understanding of the dataset. We will use the Ames housing dataset as an example to work through.
Github:
https://github.com/numeristical/resources/blob/master/Building_GB_Models/BuildGBModel.ipynb
Видео Building Gradient Boosting Models: Model Building Process and Principles канала numeristical
machine learning machine learning business machine learning industry supervised learning supervised learning framework machine learning for business machine learning for industry machine learning science gradient boosting gradient boosted trees gradient boosting hyperparameters gradient boosting models decision trees
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10 апреля 2025 г. 20:07:40
00:24:30
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