Schedule
Slides
- 0 Introduction (PDF, 1.22 MB)
- 1 Evaluation (PDF, 645.14 KB)
- 2 Text Retrieval (PDF, 1.42 MB)
- 3 Web Retrieval (PDF, 947.78 KB)
- 4 Basic Image, Audio, and Video Retrieval (PDF, 5.75 MB)
- 5 High Level Features (update Nov 12) (PDF, 4.09 MB)
- 6 Similarity Search (PDF, 884.95 KB)
- 7 Relevance Feedback (PDF, 569.25 KB)
Lecture Notes
- 0 Introduction (notes) (PDF, 1.35 MB)
- 1 Evaluation (notes) (PDF, 1.98 MB)
- 1 Evaluation (demo, jupyter notebook, pdf) (ZIP, 882.26 KB)
- 1 Text Retrieval (demo, jupyter notebook, pdf) (ZIP, 2.25 MB)
- 2 Text Retrieval (notes) (PDF, 3.43 MB)
- 3 Web Retrieval (notes) (PDF, 1.79 MB)
- 4 Basic Image, Audio and Video Retrieval (notes) (PDF, 8.29 MB)
- 5 High Level Features (PDF, 5.48 MB)
Exercises
- Exercise 1: Evaluation (PDF, 155.86 KB)
- Exercise 1: Data for Naive Algorithm (TXT, 2.63 KB)
- Exercise 1: Data for Improved Algorithm (TXT, 2.63 KB)
- Exercise 2: Text Retrieval (PDF, 246.29 KB)
- Exercise 3: Text and Web Retrieval (PDF, 74.62 KB)
- Exercise 3: Example Music Data (TXT, 241.00 KB)
- Exercise 4: Simple Features (PDF, 88.10 KB)
- Exercise 5: Machine Learning (PDF, 93.16 KB)