Tuesday, March 22, 2011

Free Data base management notes online ppt


Lecture Notes

Below are notes and slides from courses I have given over the years covering various aspects of database theory, including logic, information integration, and data mining.

Web Mining

For several years, I have cotaught a course on Web Mining with Anand Rajaraman. You can find the sets of slides we used at The Data-Mining Page.

Data Mining

The complete set of data-mining notes from 2000 may be downloaded in Postscript (2000) or PDF (2000). Sections of this document may also be downloaded by topic, below.
TopicSlidesPDF of SlidesNotes in PSNotes in PDF
Overview of Data MiningPPT (2005)PDF (2005)Postscript (2000)PDF (2000)
Association-Rules, A-Priori AlgorithmPPT (2005)PDF (2005)Postscript (2000)PDF (2000)
Other Frequent-Pair AlgorithmsPPT (2005)PDF (2005)
Correlated ItemsPPT (2005)PDF (2005)Postscript (2000)PDF (2000)
Query FlocksPostscript (2000)PDF (2000)
PageRank, Hubs-and-AuthoritiesPPT (2005)PDF (2005)Postscript (2000)PDF (2000)
Web MiningPostscript (2000)PDF (2000)
Stream Mining, Part IPPT (2005)PDF (2005)
Stream Mining, Part IIPPT (2005)PDF (2005)
Stream Mining, Part IIIPPT (2005)PDF (2005)
Clustering, Part IPPT (2005)PDF (2005)Postscript (2000)PDF (2000)
Clustering, Part IIPPT (2003)PDF (2003)Postscript (2000)PDF (2000)
Clustering Part III --- Stream ClusteringPPT (2005)PDF (2005)
Matching SequencesPostscript (2000)PDF (2000)
Mining Event SequencesPostscript (2000)PDF (2000)

Theory of Dependencies

Logic as a Database Language

Conjunctive Queries

Information Integration Systems

Magic-sets and Deductive Database Systems


  • Notes on Deductive Database Systems from 1994 and 1996:







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