{"id":572,"date":"2025-04-07T10:05:38","date_gmt":"2025-04-07T08:05:38","guid":{"rendered":"https:\/\/user.phil.hhu.de\/ehren\/?page_id=572"},"modified":"2025-07-21T11:51:59","modified_gmt":"2025-07-21T09:51:59","slug":"deep-learning-in-nlp-summer-2025","status":"publish","type":"page","link":"https:\/\/user.phil.hhu.de\/ehren\/deep-learning-in-nlp-summer-2025\/","title":{"rendered":"Deep Learning in NLP – Summer 2025"},"content":{"rendered":"\n

Together with Dr. Christian Wurm<\/a> <\/p>\n\n\n\n

Course Material<\/h3>\n\n\n\n
  1. Introduction (08.04.2025): Slides<\/a><\/li>
  2. Python Refresher (15.04.2025): Notebook<\/a><\/li>
  3. Tensors (22.04.2025): Notebook<\/a><\/li>
  4. Encoding and Embedding (29.04.2025): Notebook<\/a>, Solutions<\/a><\/li>
  5. Creating Embeddings (13.05.2025): Notebook and Data<\/a>, Solutions<\/a><\/li>
  6. Modules (20.05.2025): Notebook<\/a>, Notebook Solutions<\/a><\/li>
  7. Gradient Descent (27.05.2025): Notebook<\/a>, Solutions<\/a><\/li>
  8. Train and evaluate models (03.06.2025): Notebook<\/a>, Solutions<\/a><\/li>
  9. Contextualization (10.06.2025): Notebook<\/a>, Solutions<\/a><\/li>
  10. Batching (17.06.2025): Notebook<\/a>, Solutions<\/a><\/li>
  11. Character-based Modelling (24.06.2025): Notebook<\/a>, Solutions<\/a><\/li>
  12. Character-based Modelling II (01.07.2025): Notebook<\/a>, Solutions<\/a><\/li>
  13. BERT (08.07.2025): Notebook<\/a>, Solutions<\/a><\/li>
  14. Project-related session (15.07.2025): Guidelines<\/a><\/li><\/ol>\n\n\n\n

    Homework<\/h3>\n\n\n\n

    Theoretical<\/h4>\n\n\n\n