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 |
|
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