XGBoost Overview| Overview Of XGBoost algorithm in ensemble learning

XGBoost Overview| Overview Of XGBoost algorithm in ensemble learning #XGBoost #UnfoldDataScience #EnsembleLearning Welcome! I'm Aman, a Data Scientist & AI Mentor. 🚀 **Level Up Your Skills:** * **Udemy Courses:** 🔥 **Start Learning Now!** 🔥 * Data Science Zero to Hero: https://www.udemy.com/course/data-science-zero-to-hero/?referralCode=C742FD376D04979BDD80 * Data Science Zero to Hero (Hindi): https://www.udemy.com/course/data-science-zero-to-hero-hindi-course/?referralCode=A795A06C1728049E284C * Agentic AI for Beginners: https://www.udemy.com/course/agentic-ai-for-beginner/?referralCode=DBF3F13F598187FCCBBC * Git, GitLab, and CI/CD: https://www.udemy.com/course/git-gitlab-and-ci-cd/?referralCode=C092A565E5525B9947CD * Docker for Beginners: https://www.udemy.com/course/docker-for-beginners-z/?referralCode=CDC738F62D12172B6ADD * Courses, Workshops & Webinars: https://www.unfolddatascience.com * LinkedIn: https://www.linkedin.com/in/aman-kumar-b4881440/ * X (Twitter): @unfolds * Instagram: @unfold_data_science * GitHub: https://github.com/UnfoldDataScience/YouTube-Videos-files 🎬 **Featured Playlists:** * LLM for Generative AI application development - https://www.youtube.com/playlist?list=PLmPJQXJiMoUWQO3ndlcQqgrmnkTBb8XrV * Advanced NLP & Generative AI: https://www.youtube.com/watch?v=As3TT3xlddU&list=PLmPJQXJiMoUW7pge9N-J5NQuPcwhzFTfY&pp=gAQB * AWS for Data Science: https://www.youtube.com/watch?v=0SYV7o_fd50&list=PLmPJQXJiMoUWFW2JxRSAfhcsQ0Cr9qbv-&pp=gAQB * Deep Learning & Neural Networks: https://www.youtube.com/watch?v=2-Cg_1FtHk8&list=PLmPJQXJiMoUVvvzXCBKSt0aA8A5NlryjV * Natural Language Processing: https://www.youtube.com/watch?v=cs049uQWbpg&list=PLmPJQXJiMoUUSqSV7jcqGiiypGmQ_ogtb * Data Science Mock Interviews: https://www.youtube.com/watch?v=pHwUllYAXqk&list=PLmPJQXJiMoUURuxLJoroTyBf9zxvgHDvk&pp=gAQB * Interview Question Series: https://www.youtube.com/watch?v=pufyEgNOT0s&list=PLmPJQXJiMoUU3h2LaP6pi9-U9vC3iZeU4&pp=gAQB * Intro to Data Science:https://www.youtube.com/watch?v=Zkyog5u1OGw&list=PLmPJQXJiMoUWXbjyedFTmXPzzoeMJV4fe * Python for Data Science: https://www.youtube.com/watch?v=NTZkMI5tuh8&list=PLmPJQXJiMoUWtuekopnh4BhTFkDBvmhnC * Statistics & Mathematics:https://www.youtube.com/watch?v=iZ2r7aIwMbc&list=PLmPJQXJiMoUU52xCfjyoGRfoLCHKFtDxX * Machine Learning end to end in Python:https://www.youtube.com/watch?v=8PFt4Jin7B0&list=PLmPJQXJiMoUWKj26qv_Pw5Aofxncu84JB * Ensemble Models: https://www.youtube.com/watch?v=fuO6QXAo-5M&list=PLmPJQXJiMoUWfMvIqAn0VI_LHlw4AmVrb * Data Science Career Guide:https://www.youtube.com/watch?v=9pytkbvF8AU&list=PLmPJQXJiMoUWoG8fRUXPRcZec9LgdHmCL * Recommendation Systems: https://www.youtube.com/watch?v=juqpTaieIkA&list=PLmPJQXJiMoUWZeVfB5fle6dwyySg7xLMq 🎥 **My Studio Gear:** * Camera: https://amzn.to/3mwXI9I * Mic: https://amzn.to/34phfD0 * Tripod: https://amzn.to/3r4HeJA * Ring Light: https://amzn.to/3gZz00F * Music: https://www.bensound.com/royalty-free-music #DataScience #AI #MachineLearning About this video: In this video, I explain about the concept of XGBoost algorithm, I explain how XGBoost is very popular algorithm and the reasons behind it. Below topics are mentioned in this video: 1. What is XGBoost? 2. Properties of XGBoost? 3. Why is XGBoost so popular? 4. How is XGBoost so efficient and fast? 5. Parallelization in XGBoost? 6.Cache optimization in XGBoost? 7. Regularization in XGBoost? 8. Auto pruning in XGBoost?