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Intermediate Tidyverse Toolbox

Updated 05/2026
Learn to build machine learning models more effectively using more efficient code and clean data in the tidyverse.
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RProgramming17 hr3,990

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Track Description

Intermediate Tidyverse Toolbox

Take your tidyverse skills to the next level. This track covers getting your data in the right condition to start your analyses, writing better code with functional programming, and generating, exploring, and evaluating machine learning models. And you'll do all of this in the wonderful and clean world of the tidyverse.

Prerequisites

There are no prerequisites for this track

  • Course

    1

    Dealing With Missing Data in R

    Make it easy to visualize, explore, and impute missing data with naniar, a tidyverse friendly approach to missing data.

Intermediate Tidyverse Toolbox
4 Courses
Track
Complete

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FAQs

Is this Track suitable for beginners?

No, the Intermediate Tidyverse Toolbox track is not suitable for beginners. It covers advanced topics such as foundations of Functional Programming, Intermediate Functional Programming, Dealing with Missing Data and Machine Learning with R language. It's recommended to have some prior knowledge and experience working with Tidyverse concepts before taking this track.

What is the programming language of this Track?

The programming language of the Intermediate Tidyverse Toolbox track is R.

Which jobs will benefit from this Track?

This track is suitable for aspiring and experienced data scientists, as well as those planning to pursue a career in data engineering, statisticians, analysts or data miners. It will equip them with the tools and techniques to perform machine learning tasks in the tidyverse.

How will this Track prepare me for my career?

The Intermediate Tidyverse Toolbox track will enhance and deepen the core skill set for topical areas such as data-driven programming, machine learning, and data analysis. This will help users to become proficient in the domains and be best equipped for their data professional career.

How long does it take to complete this Track?

On average, this track takes 17 hours to complete. The individual courses in the track will also vary in the amount of time it takes to cover them.

What's the difference between a skill track and a career track?

A skills track focuses on a set of specific topics and is a great way for users to quickly acquire relevant knowledge within a specific domain. A career track is more comprehensive and includes a wider set of topics. It is designed to equip users with the necessary skills and knowledge to improve their current career prospects or to move up to the next level.

Do I need any additional software for this Track?

No, all the necessary software to complete the Intermediate Tidyverse Toolbox track is provided by DataCamp.

What kind of support will I get when taking this Track?

The Intermediate Tidyverse Toolbox track is supported by industry professionals that are available to answer any questions users have while taking the track.

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