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20200519002
course-info
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e1300cb0
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e1300cb0
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May 22, 2020
by
TeacherZhu
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@@ -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](https://www.jianshu.com/p/f4cca5ce055a)
<br/>
[
[博客
]
Dynamic Programming – Edit Distance Problem](https://algorithms.tutorialhorizon.com/dynamic-programming-edit-distance-problem/)
<br/>
[
[材料
]
Master's Theorem](http://people.csail.mit.edu/thies/6.046-web/master.pdf)
<br/>
[
Introduction to Algorithm (MIT Press)
](
http://ressources.unisciel.fr/algoprog/s00aaroot/aa00module1/res/%5BCormen-AL2011%5DIntroduction_To_Algorithms-A3.pdf
)
<br/>
|
[
如何写summary
](
)|[第一篇论文阅读]()|
| 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](https://www.jianshu.com/p/f4cca5ce055a)
<br/>
[
[博客
]
Dynamic Programming – Edit Distance Problem](https://algorithms.tutorialhorizon.com/dynamic-programming-edit-distance-problem/)
<br/>
[
[材料
]
Master's Theorem](http://people.csail.mit.edu/thies/6.046-web/master.pdf)
<br/>
[
Introduction to Algorithm (MIT Press)
](
http://ressources.unisciel.fr/algoprog/s00aaroot/aa00module1/res/%5BCormen-AL2011%5DIntroduction_To_Algorithms-A3.pdf
)
<br/>
|
[
如何写summary
](
http://47.94.6.102/NLP7/course-info/wikis/%E5%A6%82%E4%BD%95%E5%86%99summary
)
|
[
第一篇论文阅读
](
)|
| | (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||||
...
...
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