The Mathematics of Machine Learning： Lectures on Supervised Methods and Beyond（Maria Han Veiga， François Gaston Ged）（de Gruyter 2024）

  • 书名：The Mathematics of Machine Learning: Lectures on Supervised Methods and Beyond
  • 出版社：de Gruyter
  • 作者：Maria Han Veiga, François Gaston Ged
  • 出版年份：2024
  • 电子书格式： pdf
  • 简介：Dive into the mathematical foundations of machine learning with “The Mathematics of Machine Learning.” This comprehensive guide by Maria Han Veiga and François Gaston Ged explores supervised methods and beyond, providing a rigorous yet accessible treatment of key concepts. Ideal for students and researchers, this book delves into the theoretical underpinnings of algorithms, empowering you to build a deeper understanding and improve model performance. Learn about linear models, regularization, support vector machines, and more. Master the math behind machine learning and unlock its full potential. Gain a competitive edge in the field of data science with this essential resource from de Gruyter.
  • ISBN：9783111288475, 31112
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