机器学习经典资源汇总

叁歲伎倆 2023-06-20 06:29 21阅读 0赞

1、[算法工程师面试笔记：][Link 1][https://gitee.com/jza123/Daily-interview][Link 1]

2、[算法工程师数据结构面试笔记：][Link 2][https://gitee.com/jza123/Algorithm\_for\_Interview-Chinese][Link 2]

3、机器学习实战：[https://gitee.com/jza123/machine\_learning\_practice][https_gitee.com_jza123_machine_learning_practice]

4、林轩田机器学习Learning from data：[https://gitee.com/jza123/Learning-from-data][https_gitee.com_jza123_Learning-from-data]

5、（吴恩达）机器学习教程中文笔记：[https://gitee.com/jza123/Coursera-ML-AndrewNg-Notes][https_gitee.com_jza123_Coursera-ML-AndrewNg-Notes]

6、（吴恩达）机器学习教程中文笔记目录：[http://www.ai-start.com/ml2014/][http_www.ai-start.com_ml2014]

7、（吴恩达）深度学习中文笔记目录[：http://www.ai-start.com/dl2017/][http_www.ai-start.com_dl2017]

8、《统计学习方法》的代码实现 ：[https://gitee.com/jza123/lihang-code][https_gitee.com_jza123_lihang-code]

9、 《统计学习方法》笔记1：[https://www.cnblogs.com/limitlessun/p/8611103.html\#\_label0][https_www.cnblogs.com_limitlessun_p_8611103.html_label0]

10、《统计方法》笔记2：[https://www.cnblogs.com/YongSun/tag/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0/][https_www.cnblogs.com_YongSun_tag_E6_9C_BA_E5_99_A8_E5_AD_A6_E4_B9_A0]

11、 南瓜书PumpkinBook：[https://gitee.com/jza123/pumpkin-book][https_gitee.com_jza123_pumpkin-book]

12、动手学深度学习：[https://gitee.com/jza123/d2l-zh][https_gitee.com_jza123_d2l-zh]

13、动手学深度学习PDF: [https://zh.d2l.ai/d2l-zh.pdf][https_zh.d2l.ai_d2l-zh.pdf]

14、吴恩达深度学习课程笔记及资源：[https://gitee.com/jza123/deeplearning\_ai\_books][https_gitee.com_jza123_deeplearning_ai_books]

15、《神经网络与深度学习》 邱锡鹏：[https://gitee.com/jza123/nndl.github.io][https_gitee.com_jza123_nndl.github.io]

16、《神经网络与深度学习》课程练习：[https://gitee.com/jza123/exercise][https_gitee.com_jza123_exercise]

17、L先生的AI课堂----机器学习笔记：[https://www.cnblogs.com/LHWorldBlog/category/1113063.html][https_www.cnblogs.com_LHWorldBlog_category_1113063.html]

18、deeplearning.ai深度学习视频课程：[https://mooc.study.163.com/university/deeplearning\_ai\#/c][https_mooc.study.163.com_university_deeplearning_ai_c]

19、《python深度学习》数据集和源码：链接:[ https://pan.baidu.com/s/1Ni8apGSR56Dyf7nOKBVPNQ][https_pan.baidu.com_s_1Ni8apGSR56Dyf7nOKBVPNQ]      提取码:sdgi

20、AI图谱      [https://loveai.tech][https_loveai.tech]

21、机器学习笔记：[https://zhuanlan.zhihu.com/ml-note][https_zhuanlan.zhihu.com_ml-note]

[Link 1]: https://gitee.com/jza123/Daily-interview
[Link 2]: https://gitee.com/jza123/Algorithm_for_Interview-Chinese
[https_gitee.com_jza123_machine_learning_practice]: https://gitee.com/jza123/machine_learning_practice
[https_gitee.com_jza123_Learning-from-data]: https://gitee.com/jza123/Learning-from-data
[https_gitee.com_jza123_Coursera-ML-AndrewNg-Notes]: https://gitee.com/jza123/Coursera-ML-AndrewNg-Notes
[http_www.ai-start.com_ml2014]: http://www.ai-start.com/ml2014/
[http_www.ai-start.com_dl2017]: http://www.ai-start.com/dl2017/
[https_gitee.com_jza123_lihang-code]: https://gitee.com/jza123/lihang-code
[https_www.cnblogs.com_limitlessun_p_8611103.html_label0]: https://www.cnblogs.com/limitlessun/p/8611103.html#_label0
[https_www.cnblogs.com_YongSun_tag_E6_9C_BA_E5_99_A8_E5_AD_A6_E4_B9_A0]: https://www.cnblogs.com/YongSun/tag/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0/
[https_gitee.com_jza123_pumpkin-book]: https://gitee.com/jza123/pumpkin-book
[https_gitee.com_jza123_d2l-zh]: https://gitee.com/jza123/d2l-zh
[https_zh.d2l.ai_d2l-zh.pdf]: https://zh.d2l.ai/d2l-zh.pdf
[https_gitee.com_jza123_deeplearning_ai_books]: https://gitee.com/jza123/deeplearning_ai_books
[https_gitee.com_jza123_nndl.github.io]: https://gitee.com/jza123/nndl.github.io
[https_gitee.com_jza123_exercise]: https://gitee.com/jza123/exercise
[https_www.cnblogs.com_LHWorldBlog_category_1113063.html]: https://www.cnblogs.com/LHWorldBlog/category/1113063.html
[https_mooc.study.163.com_university_deeplearning_ai_c]: https://mooc.study.163.com/university/deeplearning_ai#/c
[https_pan.baidu.com_s_1Ni8apGSR56Dyf7nOKBVPNQ]: https://pan.baidu.com/s/1Ni8apGSR56Dyf7nOKBVPNQ
[https_loveai.tech]: https://loveai.tech
[https_zhuanlan.zhihu.com_ml-note]: https://zhuanlan.zhihu.com/ml-note