CampusX Data Science Mentorship Program 2022-23 - 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 ============================ Do you want to learn from me? Check my affordable mentorship program at : https://learnwith.campusx.in ============================ 📱 Grow with us: CampusX' LinkedIn: https://www.linkedin.com/company/campusx-official CampusX on Instagram for daily tips: https://www.instagram.com/campusx.official My LinkedIn: https://www.linkedin.com/in/nitish-singh-03412789 Discord: https://discord.gg/PsWu8R87Z8 👍If you find this video helpful, consider giving it a thumbs up and subscribing for more educational videos on data science! 💭Share your thoughts, experiences, or questions in the comments below. I love hearing from you! ⌚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