投稿

斯坦福课程：海量数据挖掘(2019) by Jure Leskovec, Michele Catasta

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2020-03-29 23:30:16

https://www.icourse163.org/ 欢迎大家为我投币，充电哦^_^

GalileoHua 发消息

我爱编程，编程爱我

1.Introduction; MapReduce and Spark

01:17:12

2.Frequent itemsets and Association rule

01:21:07

3.Locality-Sensitive Hashing

01:19:53

4.Theory of Locality-Sensitive Hashing

01:16:55

5.Clustering

01:19:15

6.Dimensionality Reduction SVD and CUR

01:19:47

7.Recommender Systems I

01:17:19

8.Recommender Systems II

01:18:25

9.PageRank

01:17:47

10.Link Spam and Introduction to Social

01:19:50

11.Community Detection in Graphs

01:19:10

12.Graph Representation Learning

01:19:26

13.Large-Scale Machine Learning I

01:23:09

14.Large-Scale Machine Learning II

01:20:10

15.Mining Data Streams I

01:17:48

16.Mining Data Streams II

01:22:36

17.Computational Advertising

01:21:29

18.Learning through Experimentation

01:20:29

19.Optimizing Submodular Functions

01:22:23

20.Final Review

01:11:37

21.Spark Tutorial

01:01:58

22.Proof Techniques + Probability Review

01:16:19

23.Linear Algebra Review

01:08:05

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