机器学习资料整理

喜欢ヅ旅行 2022-01-31 05:47 337阅读 0赞

**A、算法工程师——机器学习**

*  机器学习爱好者——吴恩达的视频与笔记：[http://www.ai-start.com/][http_www.ai-start.com]
 *  机器学习个人笔记：[http://www.ai-start.com/ml2014/][http_www.ai-start.com_ml2014]
 *  机器学习界大神wepon博客总结：[http://wepon.me/][http_wepon.me]
 *  机器学习基础：[https://www.cnblogs.com/taojake-ML/p/6093186.html][https_www.cnblogs.com_taojake-ML_p_6093186.html]
 *  机器学习补充与总结：[https://www.cnblogs.com/taojake-ML/p/6382700.html][https_www.cnblogs.com_taojake-ML_p_6382700.html]

**B、算法工程师——深度学习（太多，未罗列完）**

*  机器学习爱好者——吴恩达的视频与笔记：[http://www.ai-start.com/][http_www.ai-start.com]
 *  深度学习笔记：[http://www.ai-start.com/dl2017/][http_www.ai-start.com_dl2017]
 *  深度学习数学基础：[http://www.ai-start.com/dl2017/html/math.html][http_www.ai-start.com_dl2017_html_math.html]
 *  零基础入门深度学习：[https://www.zybuluo.com/hanbingtao/note/433855][https_www.zybuluo.com_hanbingtao_note_433855]

**C、数据结构**

*  **大话数据结构的教材，建议刷一遍以上；**
 *  数据结构面试题：[https://blog.csdn.net/hehuanlin123/article/details/69788196][https_blog.csdn.net_hehuanlin123_article_details_69788196]
 *  数据结构基础：[https://blog.csdn.net/zichen\_ziqi/article/category/7757070][https_blog.csdn.net_zichen_ziqi_article_category_7757070]
 *  排序方法总结：[https://blog.csdn.net/zichen\_ziqi/article/details/80419920][https_blog.csdn.net_zichen_ziqi_article_details_80419920]

**D、计算机网络（不用看太多，太详细）**

*  常考知识点总结：[https://www.cnblogs.com/lca1826/p/6601327.html][https_www.cnblogs.com_lca1826_p_6601327.html]
 *  **基础知识总结**：[http://www.cnblogs.com/maybe2030/p/4781555.html\#\_label3][http_www.cnblogs.com_maybe2030_p_4781555.html_label3]
 *  面试题目总结：[http://www.cnblogs.com/inception6-lxc/p/9152691.html][http_www.cnblogs.com_inception6-lxc_p_9152691.html]

**E、数据库原理**

*  数据库基础：[https://www.cnblogs.com/luolizhi/p/5248230.html][https_www.cnblogs.com_luolizhi_p_5248230.html]

*  数据库常见问题：[https://blog.csdn.net/yyws2016/article/details/80957720][https_blog.csdn.net_yyws2016_article_details_80957720]
 *  34道面试题总结：[https://blog.csdn.net/u014252478/article/details/80492495][https_blog.csdn.net_u014252478_article_details_80492495]

**F、操作系统**

*  **重难点总结**：[https://www.jianshu.com/p/d254b138de03][https_www.jianshu.com_p_d254b138de03]（强推）
 *  面试知识点：[https://blog.csdn.net/sunxianghuang/article/details/51883496][https_blog.csdn.net_sunxianghuang_article_details_51883496]
 *  常见面试题：[https://blog.csdn.net/youngchang06hpu/article/details/8009947][https_blog.csdn.net_youngchang06hpu_article_details_8009947]
 *  面试常考题：[https://www.cnblogs.com/zyf-zhaoyafei/p/4714598.html][https_www.cnblogs.com_zyf-zhaoyafei_p_4714598.html]
 *  面试知识点总结：[https://www.cnblogs.com/zyf-zhaoyafei/p/4714598.html][https_www.cnblogs.com_zyf-zhaoyafei_p_4714598.html]

**G、Python编程**

*  菜鸟教程中的Python：[http://www.runoob.com/python/python-tutorial.html][http_www.runoob.com_python_python-tutorial.html]
 *  Python学习官网：[https://www.python.org/][https_www.python.org]
 *  Python爱好者社区：[链接地址][Link 1]

**H、项目资料网站（面试加分项）**

*  Kaggle官网（做数据科学，基本都知道）：[https://www.kaggle.com/][https_www.kaggle.com]
 *  Stack Overflow官网（IT人士，值得拥有）：[https://stackoverflow.com/][https_stackoverflow.com]
 *  Github官网：[https://github.com/][https_github.com]
 *  博客园：[https://www.cnblogs.com/][https_www.cnblogs.com]
 *  CSDN博客：[https://www.csdn.net/][https_www.csdn.net]

[http_www.ai-start.com]: http://www.ai-start.com/
[http_www.ai-start.com_ml2014]: http://www.ai-start.com/ml2014/
[http_wepon.me]: http://wepon.me/
[https_www.cnblogs.com_taojake-ML_p_6093186.html]: https://www.cnblogs.com/taojake-ML/p/6093186.html
[https_www.cnblogs.com_taojake-ML_p_6382700.html]: https://www.cnblogs.com/taojake-ML/p/6382700.html
[http_www.ai-start.com_dl2017]: http://www.ai-start.com/dl2017/
[http_www.ai-start.com_dl2017_html_math.html]: http://www.ai-start.com/dl2017/html/math.html
[https_www.zybuluo.com_hanbingtao_note_433855]: https://www.zybuluo.com/hanbingtao/note/433855
[https_blog.csdn.net_hehuanlin123_article_details_69788196]: https://blog.csdn.net/hehuanlin123/article/details/69788196
[https_blog.csdn.net_zichen_ziqi_article_category_7757070]: https://blog.csdn.net/zichen_ziqi/article/category/7757070
[https_blog.csdn.net_zichen_ziqi_article_details_80419920]: https://blog.csdn.net/zichen_ziqi/article/details/80419920
[https_www.cnblogs.com_lca1826_p_6601327.html]: https://www.cnblogs.com/lca1826/p/6601327.html
[http_www.cnblogs.com_maybe2030_p_4781555.html_label3]: http://www.cnblogs.com/maybe2030/p/4781555.html#_label3
[http_www.cnblogs.com_inception6-lxc_p_9152691.html]: http://www.cnblogs.com/inception6-lxc/p/9152691.html
[https_www.cnblogs.com_luolizhi_p_5248230.html]: https://www.cnblogs.com/luolizhi/p/5248230.html
[https_blog.csdn.net_yyws2016_article_details_80957720]: https://blog.csdn.net/yyws2016/article/details/80957720
[https_blog.csdn.net_u014252478_article_details_80492495]: https://blog.csdn.net/u014252478/article/details/80492495
[https_www.jianshu.com_p_d254b138de03]: https://www.jianshu.com/p/d254b138de03
[https_blog.csdn.net_sunxianghuang_article_details_51883496]: https://blog.csdn.net/sunxianghuang/article/details/51883496
[https_blog.csdn.net_youngchang06hpu_article_details_8009947]: https://blog.csdn.net/youngchang06hpu/article/details/8009947
[https_www.cnblogs.com_zyf-zhaoyafei_p_4714598.html]: https://www.cnblogs.com/zyf-zhaoyafei/p/4714598.html
[http_www.runoob.com_python_python-tutorial.html]: http://www.runoob.com/python/python-tutorial.html
[https_www.python.org]: https://www.python.org/
[Link 1]: https://blog.csdn.net/zichen_ziqi/article/details/83308809#rd
[https_www.kaggle.com]: https://www.kaggle.com/
[https_stackoverflow.com]: https://stackoverflow.com/
[https_github.com]: https://github.com/
[https_www.cnblogs.com]: https://www.cnblogs.com/
[https_www.csdn.net]: https://www.csdn.net/