Decision Trees, Random Forests, Bagging & XGBoost: R Studio

Decision Timber and Ensembling techinques in R studio. Bagging, Random Forest, GBM, AdaBoost & XGBoost in R programming

Description

You’re searching for a whole Decision tree course that teaches you all the things that you must create a Decision tree/ Random Forest/ XGBoost mannequin in R, proper?

You’ve discovered the precise Decision Timber and tree primarily based superior methods course!

After finishing this course it is possible for you to to:

After finishing this course it is possible for you to to:

A Verifiable Certificates of Completion is offered to all college students who undertake this Machine studying superior course.

Who this course is for:

Determine the enterprise downside which will be solved utilizing Decision tree/ Random Forest/ XGBoost of Machine Studying.

Have a transparent understanding of Superior Decision tree primarily based algorithms akin to Random Forest, Bagging, AdaBoost and XGBoost

Create a tree primarily based (Decision tree, Random Forest, Bagging, AdaBoost and XGBoost) mannequin in R and analyze its end result.

Confidently follow, focus on and perceive Machine Studying ideas