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[统计软件与数据分析] 100币求非转换版Data Science and Machine Learning(Second Edition)) [推广有奖]

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shiningwang1980 发表于 2026-9-25 11:56:53
100论坛币
Data Science and Machine Learning: Mathematical and Statistical Methods, Second Edition (Chapman & Hall/CRC Machine Learning & Pattern Recognition)

by Zdravko Botev (Author), Dirk P. Kroese (Author), Thomas Taimre (Author)



New in the Second Edition

This expanded edition provides updates across key areas of statistical learning:

  • Monte Carlo Methods: A new section introducing regenerative rejection sampling - a simpler alternative to MCMC.
  • Unsupervised Learning: Inclusion of two multidimensional diffusion kernel density estimators, as well as the bandwidth perturbation matching method for the optimal data-driven bandwidth selection.
  • Regression: New automatic bandwidth selection for local linear regression.
  • Feature Selection and Shrinkage: A new chapter introducing the klimax method for model selection in high-dimensions.
  • Reinforcement Learning: A new chapter on contemporary topics such as policy iteration, temporal difference learning, and policy gradient methods, all complete with Python code.
  • Appendices: Expanded treatment of linear algebra, functional analysis, and optimization that includes the coordinate-descent method and the novel Majorization–Minimization method for constrained optimization.

要求:非转换的PDF格式(True PDF)版本,第二版,网上有一个80M和110M图片转的PDF版,我已经有了,就不要上传了。





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ayxemma 发表于 2026-10-2 03:49:18
下载链接:https://bbs.pinggu.org/thread-16717349-1-1.html

shiningwang1980 发表于 2026-10-3 09:33:42
ayxemma 发表于 2026-10-2 03:49
下载链接:https://bbs.pinggu.org/thread-16717349-1-1.html
你去看看你上传的是啥?

ayxemma 发表于 2026-10-3 10:26:37
shiningwang1980 发表于 2026-10-3 09:33
你去看看你上传的是啥?
不好意思附件点错了,已经加入正确附件。

shiningwang1980 发表于 2026-10-4 09:37:21
ayxemma 发表于 2026-10-3 10:26
不好意思附件点错了,已经加入正确附件。
你发的并非“非转换的PDF格式(True PDF)版本,第二版”而是第一版的最新修改版,作者网站上能下到,不过依然感谢!

kaifuone 发表于 2026-10-4 12:06:45
正好我也在找这本书,感谢

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