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Swirl is an R package that provides guided lessons to guide you through (and review) the tests we are learning. These lessons should serve as a bridge between all the code provided above and the key functions and concepts from each lecture set. Swirl lessons are noted in the page for each lecture. A full course lesson (all lessons combined) can also be downloaded using the following instructions.