Intermediate Tidyverse Toolbox

更新 2026年3月

Learn to build machine learning models more effectively using more efficient code and clean data in the tidyverse.

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曲目描述

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.

先决条件

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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.
Course
2
Foundations of Functional Programming with purrr
Learn to easily summarize and manipulate lists using the purrr package.
Course
3
Intermediate Functional Programming with purrr
Continue learning with purrr to create robust, clean, and easy to maintain iterative code.
Course
4
Machine Learning in the Tidyverse
Leverage tidyr and purrr packages in the tidyverse to generate, explore, and evaluate machine learning models.

Intermediate Tidyverse Toolbox

4 Courses

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曲目描述

Intermediate Tidyverse Toolbox

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