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Intermediate Tidyverse Toolbox

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Total Duration
17 Hours

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.

Courses in this Learning Path
1
Dealing With Missing Data in R
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Dealing With Missing Data in R

Missing data is an issue in any data analysis. Data missing can occur in unexpected places, making it hard to understand analyses. This course will show you how to use tidyverse, the naniar package, and visualize missing values. You will clean up missing values and then use them to analyze data. Other patterns of missing data will also be revealed. You will also learn how to fill out missing …

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2
Foundations of Functional Programming with purrr
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Foundations of Functional Programming with purrr

Lists can be difficult to understand and manipulate but they can offer a lot of information that can be very useful. This course will show you how to extract, summarize and manage lists. This course will teach you how to export data to any object, including vectors, lists, and other objects. The purrr package and a variety of datasets from repurrrsive will be used, including data from Star Wars …

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3
Intermediate Functional Programming with purrr
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Intermediate Functional Programming with purrr

You might be interested in purrr description (functional program toolkit for R). You are in the right spot. This course will show you how to use purrr's functional programming component. It will also show you how map(.x.f) can be used to create data, vectors, or other lists. Frame with simple, robust, and easy to maintain code. This course will show you how to create mappers and lambda functions …

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4
Machine Learning in the Tidyverse
DataCamp Course via DataCamp
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Duration : 5 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Machine Learning in the Tidyverse

This course will teach you how to use tools from the "tidyverse" to create, evaluate, and analyze machine-learning models. To deal with complex models, you will be able to use purrr and tidyr packages. You will also learn how to use the Broom package to explore your models. You will learn the test-train-validate process. This will enable you to evaluate both classification and regression models. …

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