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Online Courses to Learn tidymodels

Explore 6 data science courses and free resources covering everything you need to know about tidymodels.

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Overview Related Training

Overview

The tidymodels framework is a collection of packages for modeling and machine learning using tidyverse principles.

Related Training

Six learning opportunities

DataCamp

Modeling with tidymodels in R

David Svancer

4 hours

$300

2,761

R Programming tidymodels Algorithms Classification Data Modeling Data Sets Decision Trees

Coursera

IBM

Free

Data Analysis with R

Tiffany Zhu

15 hours

Intermediate

5,152

R Programming tidymodels tidyverse Correlation Data Analysis Data Modeling Data Sets Exploratory Data Analysis

Free Online Data Science Textbooks

Free

Data Science: A First Introduction

Beginner

Github Jupyter Microsoft Excel ggplot tidymodels Classification Cluster Analysis Data Analysis Data Cleaning Data Modeling

Coursera

Johns Hopkins University

Free

Modeling Data in the Tidyverse

21 hours

R Markdown R Programming RStudio tidymodels tidyverse Algorithms Classification Data Analysis Data Analytics Data Modeling

Free Online Data Science Textbooks

Free

Supervised Machine Learning for Text Analysis in R

Emil Hvitfeldt and Julia Silge

Github R Programming tidymodels Classification Data Analysis Data Mining Data Modeling Data Sets

Free Online Data Science Textbooks

Free

Tidy Modeling with R

Julia Silge and Max Kuhn

R Programming RStudio tidymodels tidyverse Data Modeling Machine Learning Programming

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Affiliations

Johns Hopkins University IBM Coursera DataCamp Free Online Data Science Textbooks David Svancer Emil Hvitfeldt Julia Silge Tiffany Zhu Julia Silge Max Kuhn

Industry Articles

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Cross-validation with XGBoost — Enhancing Customer Churn Classification with Tidymodels Towards Data Science - Medium
June 6, 2024

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Building and Evaluating Classification Models to Predict Customer Churn with Tidymodels Towards Data Science - Medium
May 15, 2024

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