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
