R

The Account That Remembers: Closures in R

Build a bank account that quietly tracks its own balance and history using closures, R's elegant, object-like way to bundle state with behavior.

RAdvancedFor fun, and portfolio-worthy

What you'll be able to build

Build a bank account that quietly tracks its own balance and history using closures, R's elegant, object-like way to bundle state with behavior. Along the way you pick up real, transferable R skills, not just this one project:

  • functions that return functions (factories)
  • lexical scoping and enclosing environments
  • the <<- super-assignment operator
  • encapsulating private state
  • returning a list of methods
  • guard clauses for invalid operations

A course like this one

Yours is built from your own placement, so module count and depth will differ. This map shows what a advanced-level R learner building The Account That Remembers actually gets.

  1. Module 1: Coercion edge cases and the integer/double divide5 lessons

    Builds the production-ready version of the vector for your the account that remembers.

  2. Module 2: Closures, Reduce accumulate, and functional pipelines5 lessons

    Builds the production-ready version of the reusable factor for your the account that remembers.

  3. Module 3: Monte Carlo simulation and bootstrap from base R5 lessons

    Builds the production-ready version of the simulation for your the account that remembers.

  4. Module 4: Tidy reshaping and factor-level engineering5 lessons

    Builds the production-ready version of the apply pipeline workflow for your the account that remembers.

  5. Module 5: Recycling, NextMethod, and S3 dispatch surprises5 lessons

    Builds the production-ready version of the data frame that powers your the account that remembers.

  6. Module 6: Reproducible, NA-safe, self-checking analyses3 lessons

    Builds the production-ready version of the summary table for your the account that remembers.

How the lessons actually work

Every lesson has you predict what a piece of R code will output before you run it, then run it for real in your browser and fix what you got wrong. Each module ends in a challenge gate with hidden tests, so you can't advance until your code actually works. The course closes with a capstone that assembles everything into The Account That Remembers, and a runnable proof page tied to your own code.

Common questions

How long does the The Account That Remembers: Closures in R course take?

about 7 hours, across 6 modules and 28 lessons, at roughly 15 minutes per lesson. Your own course may run shorter or longer, since it's sized to your placement result, not a fixed template.

Do I need experience?

Yes. This is an advanced-tier R project, so it assumes you're already comfortable writing and reading R before you start.

How much does it cost?

$15 one-time, no subscription. The first module is free, so you can see exactly how the course teaches before you pay for the rest.

No subscription. Module one is free.

Build my The Account That Remembers