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Deep Learning Fundamentals: Code Materials and Exercises

This repository contains code materials & exercises for Deep Learning Fundamentals course by Sebastian Raschka and Lightning AI.


For other announcements, updates, and additional materials, you can follow Lightning AI and Sebastian on Twitter!


Links to the materials

Unit 1. Welcome to Machine Learning and Deep Learning

Unit 2. First Steps with PyTorch: Using Tensors

Unit 3. Model Training in PyTorch

Unit 4. Training Multilayer Neural Networks

Unit 5. Coming Soon

Unit 6. Coming Soon

Unit 7. Coming Soon

Unit 8. Coming Soon

Unit 9. Coming Soon

Unit 10. Coming Soon

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  • Jupyter Notebook 99.4%
  • Python 0.6%