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Deep Learning Club Handouts

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Preface: About Deep Learning
Core Mathematical Foundations of Deep Learning
CNN Expedition: Thirty Years of Architectures
PyTorch Practice: Turning Theory into Code
Model Deployment and Serving
Transfer Learning and Fine-Tuning
U-Net Image Segmentation
Sequence Modeling: RNN to Transformer to Mamba
Appendix
Postscript

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