AI and ML for Coders : Applying Core ML algorithms, deep learning models, and MLOps best practices
Description: AI and ML are reshaping industries and creating unprecedented opportunities for innovation. They play a crucial role in helping businesses grow in a multitude of use cases and create applications, used by millions worldwide. Designed for coders of all levels, this book bridges the gap b...
Enregistré dans:
| Hovedforfatter: | |
|---|---|
| Format: | Livre numérique |
| Sprog: | Anglais |
| Udgivet: |
New Delhi :
BPB Publications
2025.
Paris : Cyberlibris |
| Online adgang: | Accès Université d'Orléans et IFPM |
| Kommentar: |
Couverture. https://static2.cyberlibris.com/books_upload/300pix/9789365897821.jpg Cyberlibris (ScholarVox) corpus Informatique |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • AI and ML for Coders, Applying Core ML algorithms, deep learning models, and MLOps best practices, Suddhasatwa Bhaumik, New Delhi, BPB Publications, 2025, 1 vol. (477 p.), 978-93-6589-782-1 |
Indholdsfortegnelse:
- 1. Introducing Artificial Intelligence and Machine Learning
- 2. Machine Learning Fundamentals
- 3. TensorFlow Essentials
- 4. Engineering for Machine Learning
- 5. Machine Learning Algorithms
- 6. Implementing First ML Models
- 7. Computer Vision
- 8. Natural Language Processing
- 9. Sequence Modelling and Transformers
- 10. MLOps and Deployment
- 11. Model Serving and Scalability
- 12. Model Deployment for Mobile
- 13. Summary, Future, and Resources