Gradient Boosting Hyperparameters Tuning : Classifier Example

There are various machine learning algorithms that at the last make a weak model. You think to apply other algorithms and still, you get the weak model. If I say there is a method to make all the weak models to a strong model, then do you believe it. At first, you will not believe it, but After reading the entire post you will definitely learn the method to convert the weak model to a strong model using boosting. You will know to tune the Gradient Boosting Hyperparameters. Boosting is an ensemble method to aggregate all the weak models to make them better and the strong model.