Probability, The Analysis of Data

Probability, The Analysis of Data – Volume 1

is a free book available online, it provides educational material in the area of data analysis.

http://www.theanalysisofdata.com/probability/0_2.html

  • 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.
  • HTML versions are freely available on the website¬†http://theanalysisofdata.com. Hardcopies are available at affordable prices.

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