机器学习(Machine Learning, ML)是一门多领域交叉学科,涉及概率论、统计学、逼近论、凸分析、算法复杂度理论等多门学科。专门研究计算机怎样模拟或实现人类的学习行为,以获取新的知识或技能,重新组织已有的知识结构使之不断改善自身的性能。 它是人工智能的核心,是使计算机具有智能的根本途径,其应用遍及人工智能的各个领域,它主要使用归纳、综合而不是演绎。
- Patterns, Predictions, and Actions A story about machine learning.Moritz Hardt and Benjamin Recht pdf
- The Deep Learning [An MIT Press book - Ian Goodfellow and Yoshua Bengio and Aaron Courville] textbook is a resource intended to help students and practitioners enter the field of machine learning in general and deep learning in particular. The online version of the book is now complete and will remain available online for free.
- 深度学习-Ian Goodfellow(伊恩·古德费洛)著.pdf
- Author:Ian Goodfellow and Yoshua Bengio and Aaron Courville: https://www.deeplearningbook.org/
- 链接: https://pan.baidu.com/s/1OTz-ah0XV1nrq_3tf8RtEA 提取码: e75m
- Reinforcement Learning: An Introduction