Assign to the course: here
Marks: link
Prerequisites:
- Python 3.8 + Jupyter notebook
- Java 12 (scripts should also work with 8+)
- It is suggested to use own laptops.
Grading: link
| No | Topic | Assignment | Materials |
|---|---|---|---|
| 1. | Data collection: Web crawling | Python | Files |
| 2. | Data extraction: Apache Tika | Java | Files |
| 3. | Text processing: Apache OpenNLP | Java | Files |
| 4. | Indexing + document representation + similarity | Files | |
| 5. | Query expansion | Python | Files |
| 6. | Search engine: Apache Lucene | Java | Files |
| 7. | HITS + Page Rank | Python | Files |
| 8. | Clustering + Classification | Files | |
| 9. | Log Analysis | Python | Files |
| 10. | Image Retrieval | Python | Files |
| 11. | Map Reduce + Hadoop + Spark | Python | Files |
| 12 | Repetition | Files |