XGBoost In-depth Intuition

We all know trees play an important role in our nature, in fact, trees are nature themselves, likewise, forests consisting of trees play an important role in model building in Machine learning, we get a lot of things from our nature, either its food or air, the same way machines get their learning from trees. A lot many algorithms with trees are out there but will discuss something big and powerful among them. XGBoost, XG means the extended version of gradient boosting. As the name suggests it is a boosting technique, i.e models or trees are sequentially connected to each other in this Algorithm, that’s why it comes under ensembling, let's take a look into the learning part, here