Machine Learning Lecture 21 | Ensemble Learning | Types & Methods (Bagging, Boosting, Stacking)

Assalam-o-Alaikum! Welcome to the 21st lecture of our complete Machine Learning course in Urdu/Hindi. In this video, we dive deep into Ensemble Learning – one of the most powerful techniques used to improve model accuracy and performance. 🔍 What you will learn in this lecture: What is Ensemble Learning and why it matters Types of Ensemble Learning: Sequential vs Parallel Key methods of Ensemble Learning: Bagging (Bootstrap Aggregating) Boosting Stacking This lecture is part of the Gilgit-Baltistan Tech Talent Transformation Program in Artificial Intelligence and Data Science, brought to you in collaboration with industry experts. 🎓 Instructor: Haffiz-Ud-Din Data Scientist at Silicon Global Technologies 📌 Playlist:    • Complete Machine Learning with Scikit-Lear...   📢 Subscribe & hit the bell icon to stay updated with upcoming lectures. 💬 Questions or suggestions? Drop them in the comments below! #MachineLearning #EnsembleLearning #Bagging #Boosting #Stacking #Urdu #Hindi #AI #DataScience #GBTechProgram