Introduction to XGBOOST | Machine Learning | CampusX

In this video, we delve into the world of XGBoost, a powerful and versatile machine learning algorithm. Whether you're a data scientist, a machine learning enthusiast, or a curious mind, join us as we unravel the history, features, and performance aspects of XGBoost.

Original Research Paper - https://browse.arxiv.org/pdf/1603.02754.pdf

🔗 XgBoost Series Videos:
XgBoost Introduction: https://www.youtube.com/watch?v=C6aDw4y8qJ0
XgBoost For Regression: https://www.youtube.com/watch?v=gmp2tS2joaA
XgBoost For Classification: https://www.youtube.com/watch?v=mELtxVUNNrw
Maths Behind XgBoost: https://www.youtube.com/watch?v=0Eo-_5bfers

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⌚Time Stamps⌚

00:00 - Intro
01:50 - XGBoost Introduction
08:14 - History of XGBoost
17:23 - XGBoost Features
19:05 - Flexiblity
27:53 - Speed
59:15 - Performance
01:01:51 - XGBoost Research Paper
01:17:13 - LightGBM
01:18:30 - CatBoost

✨ Hashtags✨
#XGBoost #MachineLearning #DataScience #Algorithm #TechHistory #DataAnalysis #PredictiveModeling