Turing Post (Ksenia Se)· @TheTuringPost · X·· 6 天前AI 评分22
AI 导读
一本学习或重温机器学习概念背后数学知识的好教材——Laurent Younes 的《Introduction to Machine Learning》 如果你已经了解核心的机器学习概念，这是完美的下一步学习选择。 它涵盖： - 优化，包括 Adam - 偏差-方差 - 回归与核方法 - 决策树 - 神经网络 - 图模型与生成模型 - 聚类
正文 · 原文
A great textbook to learn or refresh the math behind ML concepts - "Introduction to Machine Learning" by Laurent Younes
If you already know the core ML concepts, it's a perfect next learning step.
It covers:
- optimization, including Adam
- bias–variance
- regression, and kernels
- decision trees
- neural networks
- graphical and generative models
- clustering
来源：Turing Post (Ksenia Se) · x.com