征人一块学习Stanford公开课 Mining Massive Datasets


Stanford公开课Mining Massive Datasets
下一个session是Jan 31, 2015-Mar 24, 2015

所有的视频已经在网站上一个session中都有了。
打算按照正常课程进度进行。

征人一块讨论,互相监督学习~~
多谢~~

PS: 这个论坛搞得蛮好的~

Week 1:
MapReduce
Link Analysis -- PageRank

Week 2:
Locality-Sensitive Hashing -- Basics + Applications
Distance Measures
Nearest Neighbors
Frequent Itemsets

Week 3:
Data Stream Mining
Analysis of Large Graphs

Week 4:
Recommender Systems
Dimensionality Reduction

Week 5:
Clustering
Computational Advertising

Week 6:
Support-Vector Machines
Decision Trees
MapReduce Algorithms

Week 7:
More About Link Analysis -- Topic-specific PageRank, Link Spam.
More About Locality-Sensitive Hashing
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