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Lecture 02: Machine Learning for Data Mining...

This lecture provides a brief overview of the area of Machine Learning and discusses its relation to Data Mining. Course 80916 on Data Mining and Text Mining, Master of Science in Engineering Computing Systems, Facoltà di Ingegneria dell’Informazione, Politecnico di Milano.

Lecture 01: Data Mining...

This lecture provides an overview of the areas of Knowledge Discovery in Databases (KDD) and Data Mining. Course 80916 on Data Mining and Text Mining, Master of Science in Engineering Computing Systems, Facoltà di Ingegneria dell’Informazione, Politecnico di Milano.

 
Lecture 00: Course Introduction...

Short introduction to the course 80916 on Data Mining and Text Mining, Master of Science in Engineering Computing Systems, Facoltà di Ingegneria dell’Informazione, Politecnico di Milano. 

More Data Mining slides added…...

More slides have been added to the course webpage.

New slides available!...

New slides are available for the Data Mining and Text Mining course.

Videos from the first week are now available...

The videos from the first week are now available online:

Note that the first three videos are rather blurred. Unfortunately I did not realize that the videocamera had autofocusing problems with the screen. That’s why in the next lectures I positioned the videorecording equipment differently.

Another post will follow with the link to the audio/video podcast.

New Presentations Available...

New presentations on advanced association rule mining, introduction to clustering, and partition-based clustering are available in the Data Mining and Text Mining course webpage.

Problems for the next lecture on association rules...

A set of problems for the next data mining lecture is available here.

Data Mining & Text Mining Exams...

The previous years exams are now on-line. Spring 2007 exams are avaibale here. Spring 2008 exams are available here.

Who are your most important co-authors?...

DBLPVis is a service provided by the University of Trier, based on the data gathered in the DBLP project, which allows you to search large amount of data for connections between conferences, persons and words. It allows you to search for the most important co-authors and the most significant streams.

The service is available at http://dblpvis.uni-trier.de/

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