Free Data mining class

August 28, 2006

Anand Rajaraman and Jeffrey D. Ullman ,both Stanford university professors,  taught a Data mining class last year.  They both are so kind to publish the slides and PDF files.

Introduction to Data Mining

Introduction to Web Mining

Improved Methods for Frequent-Pair Mining

Web Crawling

PageRank and Hubs/Authorities

Minhashing and Locality-Sensitive Hashing

Topic-Specific PageRank

Web Spam

Introduction to Stream Mining

Stream Mining, Estimating Frequencies

Extracting Relational Data from the Web

Virtual Databases  

Introduction to Clustering

More on Clustering

Optimizing Selection of Ads


Leave a Reply

Fill in your details below or click an icon to log in: Logo

You are commenting using your account. Log Out /  Change )

Google+ photo

You are commenting using your Google+ account. Log Out /  Change )

Twitter picture

You are commenting using your Twitter account. Log Out /  Change )

Facebook photo

You are commenting using your Facebook account. Log Out /  Change )


Connecting to %s

%d bloggers like this: