About this Course

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Intermediate Level
Approx. 27 hours to complete
Chinese (Simplified)
Subtitles: Chinese (Simplified)
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Intermediate Level
Approx. 27 hours to complete
Chinese (Simplified)
Subtitles: Chinese (Simplified)

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Peking University

Syllabus - What you will learn from this course

Week
1

Week 1

2 hours to complete

算法基础

2 hours to complete
9 videos (Total 109 min)
9 videos
002算法设计的两个例子16m
003问题的计算复杂度:排序问题10m
004货郎问题与计算复杂性12m
005算法及其时间复杂度16m
006算法的伪码表示11m
007函数的渐近的界13m
008有关函数渐近的界的定理10m
009几类重要的函数15m
1 practice exercise
第一周作业18m
Week
2

Week 2

2 hours to complete

序列求和与递推方程

2 hours to complete
8 videos (Total 99 min)
8 videos
011序列求和的方法18m
012递推方程与算法分析10m
013迭代法求解递推方程10m
014差消法求解递推方程10m
015递归树15m
016主定理及其证明18m
017主定理的应用11m
1 practice exercise
第二周作业20m
Week
3

Week 3

2 hours to complete

分治算法的设计与分析

2 hours to complete
8 videos (Total 96 min)
8 videos
019分治策略的设计思想10m
020分治算法的一般描述和分析方法9m
021芯片测试19m
022快速排序10m
023幂乘算法及应用11m
024改进分治算法的途径1:减少子问题数16m
025改进分治算法的途径2:增加预处理16m
1 practice exercise
第三周作业14m
Week
4

Week 4

2 hours to complete

分治算法的典型应用

2 hours to complete
9 videos (Total 104 min)
9 videos
027选最大与选最小11m
028选第二大13m
029一般选择问题的算法设计13m
030一般选择问题的算法分析13m
031卷积及应用12m
032卷积计算12m
033快速傅立叶变换FFT算法15m
034平面点集的凸包9m
1 practice exercise
第四周作业14m

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