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Tree-Based Models in R

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Certification

Tree-Based Models in R

This course will show you how to use ensembles as well as tree-based models for classification, regression.

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Description

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Features

This course includes

Duration

4 hours
Video Content
4 hours
Level
Intermediate
Instruction Type
Self Paced
Delivery Method
Online
Available on
Mobile, Desktop, Laptop
Accessibility
Limited Access
Language
English
Subtitles
English

Skills

Data ModelingRegression AnalysisData AnalysisTree

Learning Goals

You’ll also learn to use boosted trees, a powerful machine learning technique that uses ensemble learning to build high-performing predictive models
You'll work with health and credit risk data to predict the incidence of diabetes and customer churn

Course Content

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Prerequisites/Requirements

Introduction to R

Instructors

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Gabriela de Queiroz

Data Scientist and founder of R-Ladies

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Erin L.

Chief Machine Learning Scientist at H2O.ai

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Course Overview

Hands-On Training, Instructor-Moderated Discussions

Post course interactions

Virtual labs

International faculty

Reviews

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Course Cover

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