Global Certificate in Ensemble Methods for a Connected World
-- ViewingNowThe Global Certificate in Ensemble Methods for a Connected World is a comprehensive course that focuses on the importance of ensemble methods in today's interconnected world. This course is designed to equip learners with essential skills that are in high demand in the industry, including the ability to design and implement machine learning models that leverage the power of ensemble methods.
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โข Unit 1: Introduction to Ensemble Methods in a Connected World
โข Unit 2: Supervised Learning Ensembles
โข Unit 3: Bootstrap Aggregating (Bagging)
โข Unit 4: Boosting Techniques
โข Unit 5: Random Forests
โข Unit 6: Gradient Boosting Machines (GBM)
โข Unit 7: XGBoost
โข Unit 8: LightGBM
โข Unit 9: CatBoost
โข Unit 10: Ensemble Methods for Deep Learning
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