Скачать или смотреть A Deep Dive into Ensemble Learning

Understand the working and intuition behind the trump card of Kaggle grandmasters. Learn how to drastically improve the performance of your machine learning models with Ensemble Learning!

Topics covered:
00:00 | Decision Trees by Jatin Nainani
16:50 | Ensemble Learning Methods by Burhanuddin Rangwala
37:37 | Boosting algorithms by Jenson Joseph
38:06 | AdaBoost
01:10:06 | Gradient Boosting
01:18:10 | XGboost
01:26:36 | Bagging Algorithms by Shubham Varma
01:29:21 | Random Forests
01:54:57 | Isolation Forests

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Reference Code: https://github.com/smlra-kjsce/Ensemb...
For all kind of resources on ML/DL: https://smlra-kjsce.github.io/
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