一些我推荐的和想上的网络课程(Coursera, edX, Udacity) - - 博客频道 - CSDN.NET



一些我推荐的和想上的网络课程(Coursera, edX, Udacity) - - 博客频道 - CSDN.NET

从面向找工作的角度出发,我觉得以下课程有很大帮助:

首推Robert Sedgewick,也是我觉得对我帮助最大的老师,讲课特点是能把复杂的算法讲解清楚(典型例子:红黑树,KMP算法)

他在Coursera有四门课,循序渐进,也越来越理论,尤其是前三门,非常值得一上。个人认为上完前两门,你的理论基础(当然还要结合刷题的实践)已经可以虐普遍的小公司和大部分的大公司了。上完第三门可以虐一流公司如Google,Facebook,Linkedin等。第四门还没开,不过看过课程介绍,觉得上完可以去当大公司的算法工程师了。

下面列出这四门课:

Algorithms, Part I  内容:Union-Find,Analysis of Algorithms,Stacks and Queues,Elementary Sorts,Mergesort,Quicksort,Priority Queues,Elementary Symbol Tables,Balanced Search Trees,Geometric Applications of BSTs,Hash Tables

Algorithms, Part II  内容:Undirected Graphs,Directed Graphs,Minimum Spanning Trees,Shortest Paths,Maximum Flow,String Sorts,Tries,Substring Search,Regular Expressions,Data Compression,Reductions,Linear Programming,Intractability     唯一的遗憾就是没有讲Dynamic Programming

Analysis of Algorithms  内容:Analysis of Algorithms,Recurrences,Solving recurrences with GFs,Asymptotics,The symbolic method,Trees,Permutations,Strings and Tries,Words and Mappings  也是非常干货的一门课!

Analytic Combinatorics  内容请参考连接,感觉已经非常理论了。


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