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Modeling with tidymodels in R

IntermediateSkill Level
4.7+
58 reviews
Updated 07/2022
Learn to streamline your machine learning workflows with tidymodels.
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RMachine Learning4 hr16 videos59 Exercises4,950 XP9,938Statement of Accomplishment

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Course Description

Tidymodels is a powerful suite of R packages designed to streamline machine learning workflows. Learn to split datasets for cross-validation, preprocess data with tidymodels' recipe package, and fine-tune machine learning algorithms. You'll learn key concepts such as defining model objects and creating modeling workflows. Then, you'll apply your skills to predict home prices and classify employees by their risk of leaving a company.

Prerequisites

Modeling with Data in the Tidyverse
1

Machine Learning with tidymodels

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2

Classification Models

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3

Feature Engineering

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4

Workflows and Hyperparameter Tuning

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Modeling with tidymodels in R
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*4.7
from 58 reviews
79%
21%
0%
0%
0%
  • David
    2 days

  • Ofer
    2 days

    Great course to start your journey with tidymodels

  • Andrew
    3 days

  • Nicole
    8 days

  • Marco
    14 days

  • Michał
    15 days

David

Andrew

Nicole

Join over 17 million learners and start Modeling with tidymodels in R today!

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