Free Data mining class

Posted by webmeasurement on August 28th, 2006 filed in Webanalytics general

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

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