Ensemble Machine Learning With Python (7-Day Mini-Course)
Ensemble Learning Algorithms With Python Crash Course.
Get on top of ensemble learning with Python in 7 days.
Ensemble learning refers to machine learning models that combine the predictions from two or more models.
Ensembles are an advanced approach to machine learning that are often used when the capability and skill of the predictions are more important than using a simple and understandable model. As such, they are often used by top and winning participants in machine learning competitions like the One Million Dollar Netflix Prize and Kaggle Competitions.
Modern machine learning libraries like scikit-learn Python provide a suite of advanced ensemble learning methods that are easy to configure and use correctly without data leakage, a common concern