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The Analysis of Data
http://theanalysisofdata.com/ 05.04.2013, 18:42

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 learning.
  • 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.
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