Comp527: Lecture Notes
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Comp527: Lecture Notes
Slides from each lecture. Note that slides are liable to change up until the lecture date!
Full Notes for Printing
First half:
Part 1, PDF
Part 1, Powerpoint
Part 1, OpenOffice
Second half:
Part 2, PDF
Part 2, Powerpoint
Part 2, OpenOffice
Lecture Notes and Timetable
Date
Lecture
Week 1
2008-01-21
Introduction to Course
2008-01-22
Introduction to Data Mining
2008-01-24
No Lecture, Rob in London
Week 2
2008-01-28
Intro to Text Mining
2008-01-29
General Data Mining Issues
2008-01-31
Data Warehousing
Week 3
2008-02-04
Classification: Challenges, Basics
2008-02-05
Classification: Rules
2008-02-07
Classification: Trees
Week 4
2008-02-12
Classification: Trees 2
2008-02-13
Classification: Bayes
2008-02-14
Classification: Neural Networks
Week 5
2008-02-19
Classification: SVM
2008-02-20
Classification: Evaluation
2008-02-21
Classification: Evaluation 2
Week 6
2008-02-26
Prediction, Regression
2008-02-27
Input Preprocessing
2008-02-28
Attribute Selection
Week 7
2008-03-04
Association Rule Mining
2008-03-05
ARM: A Priori and Data Structures
2008-03-06
ARM: Improvements
Week 8
2008-03-11
ARM: Advanced Techniques
[First Assignment Due]
2008-03-12
ARM: Other Approaches
Cancelled due to timetable change, Rob in USA
2008-03-13
No Lecture, Rob in USA
Easter Break (3 weeks)
Week 12
2008-04-07
Clustering:Challenges, Basics
2008-04-08
Clustering: Agglomerative/Divisive
2007-04-10
Clustering: Advanced Algorithms
Week 13
2008-04-14
Hybrid Approaches
2008-04-15
Text Mining: Challenges, Basics
2008-04-17
Text Mining: Text As Data
Week 14
2007-04-21
Text Mining: Text As Language
2007-04-22
Exam Revision
2007-04-24
Space 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