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 4.14.3 
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 6.16.4 
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 8.38.5 
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 
