The Analysis of Data Project provides educational material in the area of data analysis.
- The project features comprehensive coverage of all relevant
disciplines including probability, statistics, computing, and machine
- The content is almost self-contained and includes mathematical prerequisites and basic computing concepts.
- The R programming language is used to demonstrate the
contents. Full code is available, facilitating reproducibility of
experiments and letting readers experiment with variations of the code.
- The presentation is mathematically rigorous, and includes derivations and proofs in most cases.