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Goal: Replicate Sebastian Raschka's book and code
Enrique Noriega
Enrique is a computational research scientist in the Department of Computer Science and the Data Science Institute at the University of Arizona. He specializes in developing AI applications for medical sciences and is passionate about working with deep learning models.
Carlos Lizárraga
Carlos is a Computational and Data Science Educator at the Data Science Institute at the University of Arizona. With a strong background in applied mathematics and physics, he focuses on applying machine learning and deep learning models to scientific research.
Time: Thursdays 1 PM **Where: ** **Zoom link: **
| Topic | Date | Description |
|---|---|---|
| PyTorch refresh and setup | Jan 28 | |
| Understanding large language models | Feb 4 | |
| Working with text data | Feb 11 | |
| Coding attention mechanisms | Feb 18 | |
| Implementing a GPT from scratch to generate text | Feb 25 | |
| Pretraining on unlabeled data | Mar 4 | |
| Spring break - NO session | Mar 8 - 16 | |
| Fine-tuning for classification | Mar 18 | |
| Fine-tuning to follow instructions | Mar 25 |
Created: 12/08/2024 (C. Lizárraga); Last update: 12/08/2024 (C. Lizárraga)
UArizona DataLab, Data Science Institute, University of Arizona, 2024.
