Design Patterns of Deep Learning with TensorFlow : Building a customer hyper-personalisation ecosystem using deep learning design patterns
Architecting AI: Design patterns for building deep learning products. Key Features: Master foundational concepts in design patterns of deep learning ; Benefit from practical insights shared by an industry professional ; Learn to build data products using deep learning.Description: Design Patterns of...
Kaydedildi:
| Yazar: | |
|---|---|
| Materyal Türü: | Livre numérique |
| Dil: | Anglais |
| Baskı/Yayın Bilgisi: |
New Delhi :
BPB Publications
2024.
Paris : Cyberlibris |
| Online Erişim: | Accès Université d'Orléans et IFPM |
| Not: |
Couverture. https://static2.cyberlibris.com/books_upload/136pix/9789355516497.jpg Cyberlibris (ScholarVox) corpus Informatique |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Design Patterns of Deep Learning with TensorFlow, Building a customer hyper-personalisation ecosystem using deep learning design patterns, Thomas V. Joseph, New Delhi, BPB Publications, 2024, 1 vol. (470 p.), 978-93-5551-649-7 |
İçindekiler:
- 1. Customer Hyper-personalization
- 2. Introduction to Design Patterns and Neural Networks
- 3. Design Patterns in Visual Representation Learning
- 4. Design Patterns for Non-Visual Representation Learning
- 5. Design Patterns for Transformers
- 6. Data Distribution Challenges and Strategies
- 7. Model Training Philosophies
- 8. Hyperparameter Tuning
- 9. Transfer Learning
- 10. Setting Up Data and Deployment Pipelines