MICRO-COURSE

R Language Fundamentals

R Language Fundamentals: 13 short lessons, one for each concept. Vectors, data types, lists, data frames, factors, functions, control flow, packages and CRAN, the tidyverse, data wrangling with dplyr, plotting with ggplot2, reading and writing data, and R Markdown.

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02 / UNDERSTAND

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Vectors, data types, lists, data frames, factors, functions, control flow, packages and CRAN, the tidyverse, data wrangling with dplyr, plotting with ggplot2, reading and writing data, and R Markdown.

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Concept scope

03 / TRY IT

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Write down a small example, its inputs or starting point, and the result you expect.
Explain your reasoning and note what you would like reviewed in a live or 1:1 session.

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Explain the concept in your own words and identify where it fits in the subject.
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Record one limitation or edge case and a question to discuss with a mentor.

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13 results1–12

Lesson

Vectors

A short lesson on vectors from the R Language Fundamentals micro course: what it is, where it shows up in real systems, and a practical example you can apply.

Open lesson

Lesson

Data types

A short lesson on data types from the R Language Fundamentals micro course: what it is, where it shows up in real systems, and a practical example you can apply.

Open lesson

Lesson

Lists

A short lesson on lists from the R Language Fundamentals micro course: what it is, where it shows up in real systems, and a practical example you can apply.

Open lesson

Lesson

Data frames

A short lesson on data frames from the R Language Fundamentals micro course: what it is, where it shows up in real systems, and a practical example you can apply.

Open lesson

Lesson

Factors

A short lesson on factors from the R Language Fundamentals micro course: what it is, where it shows up in real systems, and a practical example you can apply.

Open lesson

Lesson

Functions

A short lesson on functions from the R Language Fundamentals micro course: what it is, where it shows up in real systems, and a practical example you can apply.

Open lesson

Lesson

Control flow

A short lesson on control flow from the R Language Fundamentals micro course: what it is, where it shows up in real systems, and a practical example you can apply.

Open lesson

Lesson

Packages and CRAN

A short lesson on packages and CRAN from the R Language Fundamentals micro course: what it is, where it shows up in real systems, and a practical example you can apply.

Open lesson

Lesson

The tidyverse

A short lesson on the tidyverse from the R Language Fundamentals micro course: what it is, where it shows up in real systems, and a practical example you can apply.

Open lesson

Lesson

Data wrangling with dplyr

A short lesson on data wrangling with dplyr from the R Language Fundamentals micro course: what it is, where it shows up in real systems, and a practical example you can apply.

Open lesson

Lesson

Plotting with ggplot2

A short lesson on plotting with ggplot2 from the R Language Fundamentals micro course: what it is, where it shows up in real systems, and a practical example you can apply.

Open lesson

Lesson

Reading and writing data

A short lesson on reading and writing data from the R Language Fundamentals micro course: what it is, where it shows up in real systems, and a practical example you can apply.

Open lesson

R Language Fundamentals

Recorded video

Start with the topic guide.

Concept scope

Prepare a focused example

Check your understanding

Need a walkthrough?Stay with this topic.

Request a live session for this topic.

Explore 13 focused topics.

Vectors

Data types

Lists

Data frames

Factors

Functions

Control flow

Packages and CRAN

The tidyverse

Data wrangling with dplyr

Plotting with ggplot2

Reading and writing data

Need a walkthrough?
Stay with this topic.