Commit 9911fef7 by Administrator

Update README.md

parent 29cd290f
......@@ -4,7 +4,7 @@
| 日期 | 主题 | 知识点详情 | 课件 | 相关阅读 | 其 他 | 作业 |
|---------|---------|---------|---------|---------|---------|---------|
| PART 0 前期基础复习(机器学习与凸优化)|
| 5月24日 (周日) 10:30AM | (直播-Lecture1) <br>概论,算法复杂度,动态规划,DTW,逻辑回归与正则 | 时间/空间复杂度的分析、 <br>Master's Theorem(主定理), <br> v递归程序的时间复杂度 <br>与空间复杂度、 <br>动态规划算法介绍、 <br>编辑距离的计算、 <br>DTW的技术与应用,<br>逻辑回归与正则 | | [[博客]十分钟搞定时间复杂度(必看)](https://www.jianshu.com/p/f4cca5ce055a)<br/>[[博客] Dynamic Programming – Edit Distance Problem(必看)](https://algorithms.tutorialhorizon.com/dynamic-programming-edit-distance-problem/)<br/>[[材料]Master's Theorem(建议看)](http://people.csail.mit.edu/thies/6.046-web/master.pdf)<br/>[Introduction to Algorithm (MIT Press)(强烈建议从头到尾好好读一下)](http://ressources.unisciel.fr/algoprog/s00aaroot/aa00module1/res/%5BCormen-AL2011%5DIntroduction_To_Algorithms-A3.pdf)<br/>[Convergence for Gradient Descent(想挑战一下的看)](https://www.stat.cmu.edu/~ryantibs/convexopt-F13/scribes/lec6.pdf)<br/>[Convergence for Adagrad(想挑战一下的看)](http://www.jmlr.org/papers/volume12/duchi11a/duchi11a.pdf)<br/>[Convergence for Adam(想挑战一下的看)](https://arxiv.org/pdf/1412.6980.pdf)<br/>[ElasticNet(想挑战一下的看)](https://web.stanford.edu/~hastie/Papers/B67.2%20(2005)%20301-320%20Zou%20&%20Hastie.pdf)<br/>[DP Problems(必看)](https://people.cs.clemson.edu/~bcdean/dp_practice/)<br/>|[如何写summary](http://47.94.6.102/NLP7/course-info/wikis/%E5%A6%82%E4%BD%95%E5%86%99summary)<br/>[如何写小作业?](http://47.94.6.102/NLP7/course-info/wikis/%E5%A6%82%E4%BD%95%E5%86%99%E5%B0%8F%E4%BD%9C%E4%B8%9A%EF%BC%9F)|[第一次小作业](http://47.94.6.102/NLP7/MiniAssignments/tree/master/homework1)|
| 5月24日 (周日) 10:30AM | (直播-Lecture1) <br>概论,算法复杂度,逻辑回归与正则 | 时间/空间复杂度的分析, <br> 递归程序的时间复杂度 <br>与空间复杂度、<br>逻辑回归与正则 | | [gitlab使用教程](https://www.greedyai.com/course/46)<br/>[[博客]十分钟搞定时间复杂度(必看)](https://www.jianshu.com/p/f4cca5ce055a)<br/>[[博客] Dynamic Programming – Edit Distance Problem(必看)](https://algorithms.tutorialhorizon.com/dynamic-programming-edit-distance-problem/)<br/>[[材料]Master's Theorem(建议看)](http://people.csail.mit.edu/thies/6.046-web/master.pdf)<br/>[Introduction to Algorithm (MIT Press)(强烈建议从头到尾好好读一下)](http://ressources.unisciel.fr/algoprog/s00aaroot/aa00module1/res/%5BCormen-AL2011%5DIntroduction_To_Algorithms-A3.pdf)<br/>[Convergence for Gradient Descent(想挑战一下的看)](https://www.stat.cmu.edu/~ryantibs/convexopt-F13/scribes/lec6.pdf)<br/>[Convergence for Adagrad(想挑战一下的看)](http://www.jmlr.org/papers/volume12/duchi11a/duchi11a.pdf)<br/>[Convergence for Adam(想挑战一下的看)](https://arxiv.org/pdf/1412.6980.pdf)<br/>[ElasticNet(想挑战一下的看)](https://web.stanford.edu/~hastie/Papers/B67.2%20(2005)%20301-320%20Zou%20&%20Hastie.pdf)<br/>[DP Problems(必看)](https://people.cs.clemson.edu/~bcdean/dp_practice/)<br/>|[如何写summary](http://47.94.6.102/NLP7/course-info/wikis/%E5%A6%82%E4%BD%95%E5%86%99summary)<br/>[如何写小作业?](http://47.94.6.102/NLP7/course-info/wikis/%E5%A6%82%E4%BD%95%E5%86%99%E5%B0%8F%E4%BD%9C%E4%B8%9A%EF%BC%9F)|[第一次小作业](http://47.94.6.102/NLP7/MiniAssignments/tree/master/homework1)|
| | (直播-Discussion) <br>经典数据结构与算法 |动态规划问题讲解|||||
| | (直播-Discussion) <br>经典数据结构与算法 |哈希表,搜索树,堆(优先堆)|||||
| | (直播-Lecture2) <br>Decision Tree, Random Forest, XGBoost | 树模型以及XGBoost核心算法讲解||||
......
Markdown is supported
0% or
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment