- General information
- Programming environment and tools
- GitHub usage
- Elasticsearch usage
- Exam information
| Week | Days | Lecture (Mon) | Practicum (Tue) | Lab (Wed) | Reading |
|---|---|---|---|---|---|
| Part I: IR | |||||
| 34 | 21-23/08 | No lecture | Course intro; Search engine architecture and indexing (slides) | Setting up environment | SE, Chapters 1, 2, 5 |
| 35 | 21-23/08 | Retrieval models (slides, exercises) | Practicum-1 | Assignment 1 | SE, Chapter 7 |
| 36 | 04-06/09 | Retrieval evaluation (slides, exercises) | Practicum-2 | Assignment 1 | SE, Chapter 8 |
| Part II: DM | |||||
| 37 | 11-13/09 | Introduction & data (slides, exercises) | Practicum-3 | Assignment 1 | Intro to DM, Chapters 1-2 |
| 38 | 18-20/09 | Exploring data (slides, exercises) | Practicum-4 | Assignment 2A | Intro to DM, Chapter 3 |
| 39 | 25-27/09 | Classification (basic) (slides, exercises) | Practicum-5 | Assignment 2B | Intro to DM, Chapter 4 |
| 40 | 02-04/10 | Locality Sensitive Hashing (invited) (slides, exercises) | Frequent Itemsets and Association Rule Mining (invited) (slides, exercises) | Assignment 2B | |
| 41 | 09-11/10 | Classification (advanced) (slides, exercises) | No lecture (Bachelor & Master Dagen 2017) | Practicum-6 | Intro to DM, Chapter 5 |
| 42 | 16-18/10 | Clustering (slides, exercises) | Practicum-7 | Assignment 2C | Intro to DM, Chapter 8 |
| Part III: advanced IR | |||||
| 43 | 23-25/10 | Web search (slides, exercises) | Practicum-8 | Assignment 3 | SE, Sections 3.2, 4.5 |
| 44 | 30-31/10 | Learning-to-rank (slides) | Practicum-9 | Assignment 3 | |
| 45 | 06-08/11 | Trial exam Part I | Trial exam Part II | Assignment 3 | |
| 46 | 13-14/11 | Semantic search | Practicum-10 | Final Q&A |
- Assignment 1: 18/09 10:00
- Assignment 2: 23/10 10:00
- Assignment 3: 13/11 10:00
- Date: 4/12