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Cleaning Data with R

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Cleaning data accounts for 70-80% of an analyst’s time. This skill teaches you how to understand the nature of your data, identify problem areas, and then clean the data set to enable your analysis using R.

What You'll Learn

  • This skill conveys R-based solutions for the most common data cleaning operations encountered in the analytics workflow. The skill and courses should be structured around data-centric topics, rather than language or package features.
  • OpenCourser is an affiliate partner of Pluralsight and may earn a commission when you buy through our links.

    From Pluralsight
    Hours 8
    Instructors Martin Burger, Chase DeHan
    Language English
    Subjects IT & Networking

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    Careers

    An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).

    Cleaning Technician $49k

    Cleaning Crew $55k

    Cleaning Specialist $57k

    cleaning Contractor $66k

    Commercial Cleaning Specialist $74k

    Assistant cleaning $75k

    Cleaning Validation Engineer $84k

    Cleaning Validation Chemist $85k

    Cleaning Validation Chemist 2 $86k

    Regional cleaning Manager $96k

    cleaning Lead $99k

    Cleaning Captain $105k

    Courses in this Paths

    Listed in the order in which they should be taken

    Starts Course Information

    On Demand

    Querying and Converting Data Types in R

    Have you ever wanted to learn how R is used to handle the most common data types? The knowledge you will gain here is foundational for any aspiring R programmer. In this course,...

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    Manipulating Dataframes in R

    Data preparation is one of the most difficult and time-consuming tasks for data professionals. In this course, Manipulating Dataframes in R, you will learn foundational knowledge...

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    Coping with Missing, Invalid, and Duplicate Data in R

    Data preparation is part of nearly any data analytics project, therefore the skills are highly valuable. In this course, Coping with Missing, Invalid, and Duplicate Data in R, you...

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    Manipulating String Data in R

    Do you want to learn how to use R to efficiently clean and analyze string data? In this course, Manipulating String Data in R, you will learn multiple techniques that are crucial...

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    Pluralsight

    From Pluralsight
    Hours 8
    Instructors Martin Burger, Chase DeHan
    Language English
    Subjects IT & Networking

    Careers

    An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).

    Cleaning Technician $49k

    Cleaning Crew $55k

    Cleaning Specialist $57k

    cleaning Contractor $66k

    Commercial Cleaning Specialist $74k

    Assistant cleaning $75k

    Cleaning Validation Engineer $84k

    Cleaning Validation Chemist $85k

    Cleaning Validation Chemist 2 $86k

    Regional cleaning Manager $96k

    cleaning Lead $99k

    Cleaning Captain $105k

    Similar Courses

    Sorted by relevance