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

$0 $29.99
Udemy
Decision Trees, Random Forests, Bagging & XGBoost: R Studio
Decision Trees, Random Forests, Bagging & XGBoost: R Studio
$0 $29.99

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

$29.99
$13.00  in stock
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Udemy.com
as of August 2, 2020 12:37 am

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

Created by: Start-Tech Academy
300,000+ Enrollments | 4+ Rated | 160+ Countries
Rating: 3.87 (39 reviews)     17373 students enrolled

What Will I Learn?

  • Solid understanding of decision trees, bagging, Random Forest and Boosting techniques in R studio
  • Understand the business scenarios where decision tree models are applicable
  • Tune decision tree model's hyperparameters and evaluate its performance.
  • Use decision trees to make predictions
  • Use R programming language to manipulate data and make statistical computations.
  • Implementation of Gradient Boosting, AdaBoost and XGBoost in R programming language

Requirements

  • Students will need to install R Studio software but we have a separate lecture to help you install the same

Target audience

  • People pursuing a career in data science
  • Working Professionals beginning their Data journey
  • Statisticians needing more practical experience
  • Anyone curious to master Decision Tree technique from Beginner to Advanced in short span of time

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