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Technical reference books
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technical_books.md

Data Science

  • The Elements of Statistical Learning: Data Mining, Inference, and Prediction, free PDF text on the book's website.
  • Data Clustering: Algorithms and Applications, Charu C. Aggarwal

Bayesian Methods

  • Probabilistic Programming and Bayesian Methods for Hackers, open source book hosted on Github.
  • Spatial and Spatio-temporal Bayesian Modeling with R

Spark

  • Advanced Analytics with Spark

Programming languages

Clojure

  • The Joy of Clojure
  • Clojure Programming

Go

  • Go Programming Blueprints

Computer Science

  • Structure and Interpretation of Computer Programs, open sources (pdf and epub/HTML)
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