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add syllabus
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akki2825 committed Oct 9, 2024
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21 changes: 17 additions & 4 deletions 2024/syllabus.qmd
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*Last changed: 09.10.24*

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| Date | General Topic | Homework | Assignments |
| --- | --- | --- | --- |
| 09.10 | **Admin**, **Architectures**: Statistical and Probabilistic Language Models | Familiarization with Google Colab | |
| 16.10 | **Architectures**: Perceptrons and Neural Networks | | |
| 23.10 | **Architectures**: Recurrent Neural Networks | | Assignment 1 |
| 30.10 | **Transformer**: General architecture | | |
| 06.11 | **Transformer**: The Attention mechanism | | |
| 13.11 | **Transformer**: Transformer models: Decoder/Encode only models | | Assignment 2 |
| 20.11 | Using pre-trained models | | |
| 27.11 | **Study week** | | |
| 04.12 | **Transfer learning**: fine-tuning | | |
| 11.12 | Adapting models for specific tasks | | Assignment 3 |
| 18.12 | Adapting models for specific tasks | | |
| 08.01 | Adapting models for specific tasks | | Assignment 4 |
| 15.01 | Probing LLMs | | |
| 22.01 | Probing LLMs | | Assignment 5 |
| 29.01 | TBD | | |
2 changes: 0 additions & 2 deletions 2024/weeks/week01/slides.qmd
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| 22.01 | Probing LLMs | | Assignment 5 |
| 29.01 | TBD | | |

Download Link: <a href="/2024/downloads/syllabus.pdf" download>syllabus.pdf</a>

# BN Requirements
- Completion of the homeworks
- Active participation in the class
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