[Dept. of Computer Science]

Data Mining 09/10

 
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Schedule

There are two lectures per week, indicated by A and B in the schedule below.
Furthermore, there are computer lab sessions in weeks 20 and 22-24, indicated by C.

Lecture Subject/Slides Literature
17A Introduction Slides; Book: Chapter 1
17B Linear Regression Slides; Book: Appendix D
18A Linear Classification Slides
18B Classification: Basic Concepts, Decision Trees and Model Evaluation Slides; Book: Chapter 4, Sections 4.1-4.3
19A Classification: Basic Concepts, Decision Trees and Model Evaluation Slides; Book: Sections 4.4 and 5.7
19B No Lecture Hemelvaartsdag
20A Classification: Alternative Techniques Slides ; Book: Section 5.3
20B Association Analysis: Basic Concepts and Algorithms Slides ; Book: Chapter 6, Section 6.1-6.4
20C Computer Lab: Work on Assignment  
21A No Lecture Herkansingsweek
21B No Lecture Herkansingsweek
22A Association Analysis: Basic Concepts and Algorithms Slides; Book: Chapter 6, Sections 6.5,6.6,6.7.1
22B Association Analysis: Advanced Concept Slides; Book: Chapter 7, Section 7.4
22C Computer Lab: Work on Assignment  
23A Cluster Analysis: Basic Concepts and Algorithms Slides; Book: Chapter 8, Sections 8.1 and 8.2
23B Cluster Analysis: Basic Concepts and Algorithms Slides; Book: Chapter 8, Sections 8.3-8.5
23C Computer Lab: Work on Assignment  
24A Classification: Alternative Techniques Slides; Book: Chapter 5, Section 5.1
24B Classification: Alternative Techniques Slides; Book: Chapter 5, Sections 5.2 and 5.6
24C Computer Lab: Work on Assignment  
25A Exercise class Chapter 4: exercises 2,6; Chapter 5: exercises 1,4,7,13,17.
Solutions (The exercise numbers made in class have been circled).
25B Exercise class Chapter 6: exercises 2,3,7; Chapter 7: exercises 12,13; Chapter 8: exercises 16,22.
Solutions (The exercise numbers made in class have been circled).
26A Study Week Study Week
26B Study Week Study Week
27 Exam  
 
 

Last updated: Mon Aug 30 17:19:35 CEST 2010 - ad@cs.uu.nl