内容简介
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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