| Timestamp | Description |
|---|---|
| 00:00:00 | Advanced Preprocessing |
| 00:00:18 | Part-of-Speech (PoS) Tagging |
| 00:01:06 | Uses of PoS tags |
| 00:02:24 | Named Entity Recognition (NER) |
| 00:03:17 | Uses of NER tags |
| 00:04:08 | The challenges of NER |
| 00:04:57 | PoS- and NER-tagging as sequence labelling tasks |
| 00:07:30 | Constituency parsing |
| 00:10:24 | Dependency parsing |
| 00:12:22 | Uses of parsing |
| 00:13:46 | Which parsing approach to use |
| 00:14:14 | DEMO: advanced preprocessing with spaCy |
| 00:21:11 | Preprocessing recap |