Comp527: Lecture Notes

Jump
Home
  Courses
   Comp527
    Lectures
    Tutorials
    Assignment
Comp527: Lecture Notes


Slides from each lecture. Note that slides are liable to change up until the lecture date!


Full Notes for Printing


Lecture Notes and Timetable

DateLecture
Week 1
2008-01-21Introduction to Course
2008-01-22Introduction to Data Mining
2008-01-24No Lecture, Rob in London
Week 2
2008-01-28Intro to Text Mining
2008-01-29General Data Mining Issues
2008-01-31Data Warehousing
Week 3
2008-02-04Classification: Challenges, Basics
2008-02-05Classification: Rules
2008-02-07Classification: Trees
Week 4
2008-02-12Classification: Trees 2
2008-02-13Classification: Bayes
2008-02-14Classification: Neural Networks
Week 5
2008-02-19Classification: SVM
2008-02-20Classification: Evaluation
2008-02-21Classification: Evaluation 2
Week 6
2008-02-26Prediction, Regression
2008-02-27Input Preprocessing
2008-02-28Attribute Selection
Week 7
2008-03-04Association Rule Mining
2008-03-05ARM: A Priori and Data Structures
2008-03-06ARM: Improvements
Week 8
2008-03-11ARM: Advanced Techniques [First Assignment Due]
2008-03-12ARM: Other Approaches
Cancelled due to timetable change, Rob in USA
2008-03-13No Lecture, Rob in USA

Easter Break (3 weeks)


Week 12
2008-04-07Clustering:Challenges, Basics
2008-04-08Clustering: Agglomerative/Divisive
2007-04-10Clustering: Advanced Algorithms
Week 13
2008-04-14Hybrid Approaches
2008-04-15Text Mining: Challenges, Basics
2008-04-17Text Mining: Text As Data
Week 14
2007-04-21Text Mining: Text As Language
2007-04-22Exam Revision
2007-04-24Space for overflow [Second Assignment Due 25th]
Week 15
(Exam Revision)
Week 16
(Exams)

© 2005-2008 Dr Robert Sanderson, R.D.Sanderson@csc.liv.ac.uk