I love love love this open online textbook edited by Mohammed Saqr & Sonsoles López-Pernas and featuring a large number of contributors. It's not one of those online 'books' that offers only a superficial look at the subject; read this book closely and you'll learn a lot about learning analytics. It's strong on theory - check out this chapter on data, for example, which build-in examples of datasets - and it's strong on practice - check out this chapter on R (including code repository and installation instructions ( install R and then RStudio Desktop )). I recorded myself following the installation instructions (video). Via Sheila MacNeill.
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