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PyTorch Ultimate 2024 - From Basics to Cutting-Edge [Video]

You're reading from  PyTorch Ultimate 2024 - From Basics to Cutting-Edge [Video]

Product type Video
Published in Sep 2023
Publisher Packt
ISBN-13 9781801070089
Pages 17 hours 36 minutes
Edition 1st Edition
Author (1):
Bert Gollnick Bert Gollnick
Profile icon Bert Gollnick
Toc

Table of Contents (26) Chapters close

1. Course Overview and System Setup 2. Machine Learning 3. Deep Learning Introduction 4. Model Evaluation 5. Neural Network from Scratch 6. Tensors 7. PyTorch Modeling Introduction 8. Classification Models 9. CNN: Image Classification 10. CNN: Audio Classification 11. CNN: Object Detection 12. Style Transfer 13. Pre-Trained Networks and Transfer Learning 14. Recurrent Neural Networks 15. Recommender Systems 16. Autoencoders 17. Generative Adversarial Networks 18. Graph Neural Networks 19. Transformers 20. PyTorch Lightning 21. Semi-Supervised Learning 22. Natural Language Processing (NLP) 23. Miscellaneous Topics 24. Model Debugging 25. Model Deployment 26. Final Section
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