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| **Lesson 1** | ** Introduction and Linear Regression ** | March 6, 2024 | 11:00 - 13:00 | [Link1](https://studentiunict-my.sharepoint.com/:b:/g/personal/concetto_spampinato_unict_it/EeafGoekiXtFnG_ceDlHaYEBxVSk_AZ56V4iF-tPU1svmg?e=Obkjnv) [Link2](https://studentiunict-my.sharepoint.com/:b:/g/personal/concetto_spampinato_unict_it/EdYwXfv37qFPl4MbhpcTXJsB-d-pSjJc0UFKPftCOAWGlg?e=65kkbx) | |
| **Lesson 2** | ** Linear and Non-Linear Classification** | March 8, 2024 | 8:30 - 10:30 | [Link](https://studentiunict-my.sharepoint.com/:b:/g/personal/concetto_spampinato_unict_it/EXhIg0LAhkpJg9mak5EP2HMB9MwGK6YW7z3bsNw2F5Hy1Q?e=ec8GbA) | |
| **Lesson 3** | ** Neural Networks and optimization - Part I ** | March 13, 2024 | 11:00 - 13:00 | [Link](https://studentiunict-my.sharepoint.com/:b:/g/personal/concetto_spampinato_unict_it/EegCqYjrPiFAvPziUgS49g4B7ITeCmxz6jI5n6TpFWQTyg?e=spx7P2) | |
| **Lesson 4** | ** Neural Networks and optimization - Part II ** | March 15, 2024 | 8:00 - 10:30 | [Link](https://studentiunict-my.sharepoint.com/:b:/g/personal/concetto_spampinato_unict_it/EfbaQ_nNvGJItrTjeHsJ9-MBQET7rowPiqY6DJlKZVqL9w?e=jhxWv1) | |
| **Lesson 4** | ** Neural Networks and optimization - Part II ** | March 15, 2024 | 8:30 - 10:30 | [Link](https://studentiunict-my.sharepoint.com/:b:/g/personal/concetto_spampinato_unict_it/EfbaQ_nNvGJItrTjeHsJ9-MBQET7rowPiqY6DJlKZVqL9w?e=jhxWv1) | |
| **Lesson 5** | Convolutional Neural Networks | March 20, 2024 | 11:00 - 13:00 | [Link](https://studentiunict-my.sharepoint.com/:b:/g/personal/concetto_spampinato_unict_it/EQYhR7pDAPlLtoGINWh9PPEB8BvykgYvbubrRuo2jHd5Jw?e=GCykZz) | |
| **Lesson 6** | Introduction to PyTorch | March 22, 2024 | 8:00 - 10:30 | | [Link](https://colab.research.google.com/drive/1hHIFgCE1FLPFgBK_H480wEWPhMwb0_Fa?usp=sharing) |
| **Lesson 6** | Introduction to PyTorch | March 22, 2024 | 8:00 - 11:00 | | [Link](https://colab.research.google.com/drive/1hHIFgCE1FLPFgBK_H480wEWPhMwb0_Fa?usp=sharing) |
| **Lesson 7** | Train a CNN with Pytorch | March 27, 2024 | 11:00 - 13:00 | | [Link](https://colab.research.google.com/drive/1U3MS5kULj2nxR4_CZf_LvRDt8-XozWo3?usp=sharing) |
| **Lesson 8** | Advanced CNNs | April 10, 2024 | 11:00 - 13:00 | [Link](https://studentiunict-my.sharepoint.com/:b:/g/personal/concetto_spampinato_unict_it/EbpoRLEGXvFLsr4h47PNB84BeSE0-gZGLEsDBIecIR9q5w?e=SgeU0U) | |
| **Lesson 9** | Explanaible AI | April 12, 2024 | 9:00 - 11:00 | [Link](https://studentiunict-my.sharepoint.com/:b:/g/personal/concetto_spampinato_unict_it/ERDMPBQRqWRHrSwTH-ahrSwBmrgVBHIX4coiSwMd4Xe-1A?e=7Qw7NF) | |
| **Lesson 9** | Explanaible AI | April 12, 2024 | 8:00 - 11:00 | [Link](https://studentiunict-my.sharepoint.com/:b:/g/personal/concetto_spampinato_unict_it/ERDMPBQRqWRHrSwTH-ahrSwBmrgVBHIX4coiSwMd4Xe-1A?e=7Qw7NF) | |
| **Lesson 10** | CAPTUM | April 17, 2024 | 11:00 - 14:00 | | [Link](https://colab.research.google.com/drive/11QDsKGK-YrA9FKDs7tOg1-AsL_kI0sP9?usp=sharing) |
| **Lesson 11** | Recurrent Neural Networks: RNN and LSTM | April 19, 2024 | 8:30 - 11:00 | [Link](https://studentiunict-my.sharepoint.com/:b:/g/personal/concetto_spampinato_unict_it/EaHa-5iDXMdMqV4yDlmzEL4BERHyaQe-veqWjzCvL1u4Tw?e=dtNZBc)| |
| **Lesson 12** | Transformers-based Models | May 3, 2024 | 8:30 - 11:00 | [Link](https://studentiunict-my.sharepoint.com/:b:/g/personal/concetto_spampinato_unict_it/EYWPtF1-gM5CgWPdyLCy8v0BCk8nY2hs_N1l8aLIv3ja6A?e=gQMt3q)| |
| **Lesson 11** | Recurrent Neural Networks: RNN and LSTM | April 19, 2024 | 8:00 - 11:00 | [Link](https://studentiunict-my.sharepoint.com/:b:/g/personal/concetto_spampinato_unict_it/EaHa-5iDXMdMqV4yDlmzEL4BERHyaQe-veqWjzCvL1u4Tw?e=dtNZBc)| |
| **Lesson 12** | Transformers-based Models | May 3, 2024 | 8:00 - 11:00 | [Link](https://studentiunict-my.sharepoint.com/:b:/g/personal/concetto_spampinato_unict_it/EYWPtF1-gM5CgWPdyLCy8v0BCk8nY2hs_N1l8aLIv3ja6A?e=gQMt3q)| |
| **Lesson 13** | Vision Transformers with PyTorch | May 8, 2024 | 11:00 - 14:00 | [Link](https://studentiunict-my.sharepoint.com/:b:/g/personal/concetto_spampinato_unict_it/Ee4GBPPiGlpEhtxnbhBZnrcB2-SqB9WptV7ucBhozdk1PA?e=Ma5hCn)| [Link](https://colab.research.google.com/drive/18sE5-OS5UEKH4HqsctZ6o6zGyaUCDI4P#sandboxMode=true&scrollTo=QBWx6eDc6MAm)|
| **Lesson 14** | Generative AI - VAE, GANs and DF - Part 1 | May 15, 2024 | 11:00 - 13:00 | [Link](https://studentiunict-my.sharepoint.com/:b:/g/personal/concetto_spampinato_unict_it/EY2XEwvLPx5KnawC3Gm1iu0BGd29hCOieDaE2k1BtTW8Sg?e=tJ2Jrd)| |
| **Lesson 15** | Generative AI - VAE, GANs and DF - Part 2 | May 17, 2024 | 08:30 - 11:00 | | |
| **Lesson 15** | Generative AI - VAE, GANs and DF - Part 2 | May 17, 2024 | 08:00 - 11:00 | | |
| **Lesson 16** | Create a GAN with PyTorch + Diffusion Models | May 22, 2024 | 11:00 - 14:00 | | |
| **Lesson 17** | ~ | May 27, 2024 | ~ | | |
| **Lesson 18** | ~ | May 29, 2024 | ~ | | |
| **Lesson 17** | Deep Learning for Audio Processing | May 24, 2024 | 08:00 - 11:00 | | |
| **Lesson 18** | Foundation models | May 27, 2024 | 11:00 - 14:00 | | |
| **Lesson 19** | Supporto to project development | May 29, 2024 | 8:00 - 11:00 | | |
| | Presentations by students | Jun 5, 2024 | ~ | | |
| | Theory test | Jun 10, 2024 | ~ | | |
| | Projects Discussion | Jun 12, 2024 | ~ | | |
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