Foundations of Data Science（Avrim Blum， John Hopcroft， Ravindran Kannan）（Cambridge University Press 2020）

  • 书名：Foundations of Data Science
  • 出版社：Cambridge University Press
  • 作者：Avrim Blum, John Hopcroft, Ravindran Kannan
  • 出版年份：2020
  • 电子书格式： pdf
  • 简介：Dive into the foundational concepts of data science with “Foundations of Data Science” by Avrim Blum, John Hopcroft, and Ravindran Kannan. This comprehensive guide, published by Cambridge University Press in 2020, offers a rigorous yet accessible exploration of key topics, including probability, statistics, algorithms, and machine learning. Ideal for students and professionals seeking a strong theoretical understanding, this book equips readers with the essential mathematical and computational tools for tackling real-world data challenges. Gain insights into data analysis, model building, and the ethical considerations within the field. Elevate your data science expertise with this authoritative resource.
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